Your first neural network

In this project, you'll build your first neural network and use it to predict daily bike rental ridership. We've provided some of the code, but left the implementation of the neural network up to you (for the most part). After you've submitted this project, feel free to explore the data and the model more.

In [1]:
%matplotlib inline
%config InlineBackend.figure_format = 'retina'

import numpy as np
import pandas as pd
import matplotlib.pyplot as plt

Load and prepare the data

A critical step in working with neural networks is preparing the data correctly. Variables on different scales make it difficult for the network to efficiently learn the correct weights. Below, we've written the code to load and prepare the data. You'll learn more about this soon!

In [2]:
data_path = 'Bike-Sharing-Dataset/hour.csv'

rides = pd.read_csv(data_path)
In [3]:
rides.tail()
Out[3]:
instant dteday season yr mnth hr holiday weekday workingday weathersit temp atemp hum windspeed casual registered cnt
17374 17375 2012-12-31 1 1 12 19 0 1 1 2 0.26 0.2576 0.60 0.1642 11 108 119
17375 17376 2012-12-31 1 1 12 20 0 1 1 2 0.26 0.2576 0.60 0.1642 8 81 89
17376 17377 2012-12-31 1 1 12 21 0 1 1 1 0.26 0.2576 0.60 0.1642 7 83 90
17377 17378 2012-12-31 1 1 12 22 0 1 1 1 0.26 0.2727 0.56 0.1343 13 48 61
17378 17379 2012-12-31 1 1 12 23 0 1 1 1 0.26 0.2727 0.65 0.1343 12 37 49
In [4]:
rides.head()
Out[4]:
instant dteday season yr mnth hr holiday weekday workingday weathersit temp atemp hum windspeed casual registered cnt
0 1 2011-01-01 1 0 1 0 0 6 0 1 0.24 0.2879 0.81 0.0 3 13 16
1 2 2011-01-01 1 0 1 1 0 6 0 1 0.22 0.2727 0.80 0.0 8 32 40
2 3 2011-01-01 1 0 1 2 0 6 0 1 0.22 0.2727 0.80 0.0 5 27 32
3 4 2011-01-01 1 0 1 3 0 6 0 1 0.24 0.2879 0.75 0.0 3 10 13
4 5 2011-01-01 1 0 1 4 0 6 0 1 0.24 0.2879 0.75 0.0 0 1 1

Checking out the data

This dataset has the number of riders for each hour of each day from January 1 2011 to December 31 2012. The number of riders is split between casual and registered, summed up in the cnt column. You can see the first few rows of the data above.

Below is a plot showing the number of bike riders over the first 10 days or so in the data set. (Some days don't have exactly 24 entries in the data set, so it's not exactly 10 days.) You can see the hourly rentals here. This data is pretty complicated! The weekends have lower over all ridership and there are spikes when people are biking to and from work during the week. Looking at the data above, we also have information about temperature, humidity, and windspeed, all of these likely affecting the number of riders. You'll be trying to capture all this with your model.

In [5]:
rides[:24*10].plot(x='dteday', y='cnt')
Out[5]:
<matplotlib.axes._subplots.AxesSubplot at 0x117dc1a58>

Dummy variables

Here we have some categorical variables like season, weather, month. To include these in our model, we'll need to make binary dummy variables. This is simple to do with Pandas thanks to get_dummies().

In [6]:
dummy_fields = ['season', 'weathersit', 'mnth', 'hr', 'weekday']
for each in dummy_fields:
    dummies = pd.get_dummies(rides[each], prefix=each, drop_first=False)
    rides = pd.concat([rides, dummies], axis=1)

fields_to_drop = ['instant', 'dteday', 'season', 'weathersit', 
                  'weekday', 'atemp', 'mnth', 'workingday', 'hr']
data = rides.drop(fields_to_drop, axis=1)
data.head()
Out[6]:
yr holiday temp hum windspeed casual registered cnt season_1 season_2 ... hr_21 hr_22 hr_23 weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 weekday_6
0 0 0 0.24 0.81 0.0 3 13 16 1 0 ... 0 0 0 0 0 0 0 0 0 1
1 0 0 0.22 0.80 0.0 8 32 40 1 0 ... 0 0 0 0 0 0 0 0 0 1
2 0 0 0.22 0.80 0.0 5 27 32 1 0 ... 0 0 0 0 0 0 0 0 0 1
3 0 0 0.24 0.75 0.0 3 10 13 1 0 ... 0 0 0 0 0 0 0 0 0 1
4 0 0 0.24 0.75 0.0 0 1 1 1 0 ... 0 0 0 0 0 0 0 0 0 1

5 rows × 59 columns

Scaling target variables

To make training the network easier, we'll standardize each of the continuous variables. That is, we'll shift and scale the variables such that they have zero mean and a standard deviation of 1.

The scaling factors are saved so we can go backwards when we use the network for predictions.

In [7]:
quant_features = ['casual', 'registered', 'cnt', 'temp', 'hum', 'windspeed']
# Store scalings in a dictionary so we can convert back later
scaled_features = {}
for each in quant_features:
    mean, std = data[each].mean(), data[each].std()
    scaled_features[each] = [mean, std]
    data.loc[:, each] = (data[each] - mean)/std

Splitting the data into training, testing, and validation sets

We'll save the data for the last approximately 21 days to use as a test set after we've trained the network. We'll use this set to make predictions and compare them with the actual number of riders.

In [8]:
# Save data for approximately the last 21 days 
test_data = data[-21*24:]

# Now remove the test data from the data set 
data = data[:-21*24]

# Separate the data into features and targets
target_fields = ['cnt', 'casual', 'registered']
features, targets = data.drop(target_fields, axis=1), data[target_fields]
test_features, test_targets = test_data.drop(target_fields, axis=1), test_data[target_fields]

We'll split the data into two sets, one for training and one for validating as the network is being trained. Since this is time series data, we'll train on historical data, then try to predict on future data (the validation set).

In [9]:
# Hold out the last 60 days or so of the remaining data as a validation set
train_features, train_targets = features[:-60*24], targets[:-60*24]
val_features, val_targets = features[-60*24:], targets[-60*24:]

Time to build the network

Below you'll build your network. We've built out the structure and the backwards pass. You'll implement the forward pass through the network. You'll also set the hyperparameters: the learning rate, the number of hidden units, and the number of training passes.

The network has two layers, a hidden layer and an output layer. The hidden layer will use the sigmoid function for activations. The output layer has only one node and is used for the regression, the output of the node is the same as the input of the node. That is, the activation function is $f(x)=x$. A function that takes the input signal and generates an output signal, but takes into account the threshold, is called an activation function. We work through each layer of our network calculating the outputs for each neuron. All of the outputs from one layer become inputs to the neurons on the next layer. This process is called forward propagation.

We use the weights to propagate signals forward from the input to the output layers in a neural network. We use the weights to also propagate error backwards from the output back into the network to update our weights. This is called backpropagation.

Hint: You'll need the derivative of the output activation function ($f(x) = x$) for the backpropagation implementation. If you aren't familiar with calculus, this function is equivalent to the equation $y = x$. What is the slope of that equation? That is the derivative of $f(x)$.

Below, you have these tasks:

  1. Implement the sigmoid function to use as the activation function. Set self.activation_function in __init__ to your sigmoid function.
  2. Implement the forward pass in the train method.
  3. Implement the backpropagation algorithm in the train method, including calculating the output error.
  4. Implement the forward pass in the run method.
In [10]:
class NeuralNetwork(object):
    def __init__(self, input_nodes, hidden_nodes, output_nodes, learning_rate):
        # Set number of nodes in input, hidden and output layers.
        self.input_nodes = input_nodes
        self.hidden_nodes = hidden_nodes
        self.output_nodes = output_nodes

        # Initialize weights
        self.weights_input_to_hidden = np.random.normal(0.0, self.input_nodes**-0.5, 
                                       (self.input_nodes, self.hidden_nodes))

        self.weights_hidden_to_output = np.random.normal(0.0, self.hidden_nodes**-0.5, 
                                       (self.hidden_nodes, self.output_nodes))
        self.lr = learning_rate
        
        #### TODO: Set self.activation_function to your implemented sigmoid function ####
        #
        # Note: in Python, you can define a function with a lambda expression,
        # as shown below.
        self.activation_function = lambda x : 1/(1+np.exp(-x))  # Replace 0 with your sigmoid calculation.
        
        ### If the lambda code above is not something you're familiar with,
        # You can uncomment out the following three lines and put your 
        # implementation there instead.
        #
        #def sigmoid(x):
        #    return 0  # Replace 0 with your sigmoid calculation here
        #self.activation_function = sigmoid
                    
    
    def train(self, features, targets):
        ''' Train the network on batch of features and targets. 
        
            Arguments
            ---------
            
            features: 2D array, each row is one data record, each column is a feature
            targets: 1D array of target values
        
        '''
        n_records = features.shape[0]
        delta_weights_i_h = np.zeros(self.weights_input_to_hidden.shape)
        delta_weights_h_o = np.zeros(self.weights_hidden_to_output.shape)
        for X, y in zip(features, targets):
            #### Implement the forward pass here ####
            ### Forward pass ###
            # TODO: Hidden layer - Replace these values with your calculations.
            hidden_inputs = np.dot(X, self.weights_input_to_hidden) # signals into hidden layer
            hidden_outputs = self.activation_function(hidden_inputs) # signals from hidden layer

            # TODO: Output layer - Replace these values with your calculations.
            final_inputs = np.dot(hidden_outputs, self.weights_hidden_to_output) # signals into final output layer
            #final_outputs = self.activation_function(final_inputs) # signals from final output layer
            final_outputs = final_inputs # signals from final output layer f(x)=x


                        


            
            #### Implement the backward pass here ####
            ### Backward pass ###

            # TODO: Output error - Replace this value with your calculations.
            error = y - final_outputs # Output layer error is the difference between desired target and actual output.

            #print("X", X)
            #print("self.weights_input_to_hidden", self.weights_input_to_hidden)
            #print("hidden_inputs", hidden_inputs)
            #print("hidden_outputs", hidden_outputs)
            #print("y", y)
            #print("self.weights_hidden_to_output", self.weights_hidden_to_output)
            #print("final_inputs", final_inputs)
            #print("final_outputs", final_outputs)
            #print("error", error)
            
            # TODO: Calculate the hidden layer's contribution to the error
            # Why: hidden erro should be calculated from output error term
            # hidden_erro should be put under output error term?
            #hidden_error = None
            
            # TODO: Backpropagated error terms - Replace these values with your calculations.
            # output_error_term = error * final_outputs *(1-final_outputs)
            output_error_term = error
            
            #print(y)
            #print(final_outputs)
            #print (error)
            print (output_error_term)
            hidden_error = output_error_term * self.weights_hidden_to_output.T

            hidden_error_term = hidden_error * hidden_outputs * (1-hidden_outputs)
            #print (hidden_error)
            #print (hidden_error_term)
            #print (hidden_inputs)
            #print (hidden_outputs)
            #print (hidden_outputs.T)




            #print (hidden_outputs * (1-hidden_outputs))
            #print("self.weights_hidden_to_output.T", self.weights_hidden_to_output.T)
            #print("self.weights_hidden_to_output", self.weights_hidden_to_output)

            #print("X", X )
            #print("X [:, None]", X [:, None])


            #print("hidden_outputs", hidden_outputs)
            #print("hidden_error", hidden_error)
            #print("hidden_error_term", hidden_error_term)
            #print("output_error_term ", output_error_term)
            
            #print("delta_weights_h_o", delta_weights_h_o)
            #print("delta_weights_i_h ", delta_weights_i_h)
            # Weight step (input to hidden)
            delta_weights_i_h += hidden_error_term * X [:, None]
            # Weight step (hidden to output)
            delta_weights_h_o += output_error_term * hidden_outputs [:, None]
            
            #print("X", X )
            #print("X [:, None]", X [:, None])
            #print("hidden_outputs", hidden_outputs)
            #print("hidden_error_term", hidden_error_term)
            #print("output_error_term ", output_error_term)
            #print("delta_weights_h_o", delta_weights_h_o)
            #print("delta_weights_i_h ", delta_weights_i_h)
            

        # TODO: Update the weights - Replace these values with your calculations.
        self.weights_hidden_to_output += self.lr * delta_weights_h_o / n_records # update hidden-to-output weights with gradient descent step
        self.weights_input_to_hidden += self.lr * delta_weights_i_h / n_records # update input-to-hidden weights with gradient descent step
        #print(self.weights_hidden_to_output)

 
    def run(self, features):
        ''' Run a forward pass through the network with input features 
        
            Arguments
            ---------
            features: 1D array of feature values
        '''
        
        #### Implement the forward pass here ####
        # TODO: Hidden layer - replace these values with the appropriate calculations.
        print("features",features)
        print("self.weights_input_to_hidden",self.weights_input_to_hidden)
        hidden_inputs = np.dot(features,self.weights_input_to_hidden) # signals into hidden layer
        hidden_outputs = self.activation_function(hidden_inputs) # signals from hidden layer
        
        
        # TODO: Output layer - Replace these values with the appropriate calculations.
        final_inputs = np.dot(hidden_outputs, self.weights_hidden_to_output) # signals into final output layer
        final_outputs = 1*final_inputs # signals from final output layer 
        
        print("final_inputs_run",final_inputs)
        print("final_outputs_run", final_outputs)
        return final_outputs
In [11]:
 
In [11]:
def MSE(y, Y):
    return np.mean((y-Y)**2)

Unit tests

Run these unit tests to check the correctness of your network implementation. This will help you be sure your network was implemented correctly befor you starting trying to train it. These tests must all be successful to pass the project.

In [12]:
import unittest

inputs = np.array([[0.5, -0.2, 0.1]])
targets = np.array([[0.4]])
test_w_i_h = np.array([[0.1, -0.2],
                       [0.4, 0.5],
                       [-0.3, 0.2]])
test_w_h_o = np.array([[0.3],
                       [-0.1]])

class TestMethods(unittest.TestCase):
    
    ##########
    # Unit tests for data loading
    ##########
    
    def test_data_path(self):
        # Test that file path to dataset has been unaltered
        self.assertTrue(data_path.lower() == 'bike-sharing-dataset/hour.csv')
        
    def test_data_loaded(self):
        # Test that data frame loaded
        self.assertTrue(isinstance(rides, pd.DataFrame))
    
    ##########
    # Unit tests for network functionality
    ##########

    def test_activation(self):
        network = NeuralNetwork(3, 2, 1, 0.5)
        # Test that the activation function is a sigmoid
        self.assertTrue(np.all(network.activation_function(0.5) == 1/(1+np.exp(-0.5))))

    def test_train(self):
        # Test that weights are updated correctly on training
        network = NeuralNetwork(3, 2, 1, 0.5)
        network.weights_input_to_hidden = test_w_i_h.copy()
        network.weights_hidden_to_output = test_w_h_o.copy()
        
        network.train(inputs, targets)
        self.assertTrue(np.allclose(network.weights_hidden_to_output, 
                                    np.array([[ 0.37275328], 
                                              [-0.03172939]])))
        self.assertTrue(np.allclose(network.weights_input_to_hidden,
                                    np.array([[ 0.10562014, -0.20185996], 
                                              [0.39775194, 0.50074398], 
                                              [-0.29887597, 0.19962801]])))

    def test_run(self):
        # Test correctness of run method
        network = NeuralNetwork(3, 2, 1, 0.5)
        network.weights_input_to_hidden = test_w_i_h.copy()
        network.weights_hidden_to_output = test_w_h_o.copy()

        # print("network.run(inputs)",network.run(inputs))
        self.assertTrue(np.allclose(network.run(inputs), 0.09998924))

suite = unittest.TestLoader().loadTestsFromModule(TestMethods())
unittest.TextTestRunner().run(suite)
.....
features [[ 0.5 -0.2  0.1]]
self.weights_input_to_hidden [[ 0.1 -0.2]
 [ 0.4  0.5]
 [-0.3  0.2]]
final_inputs_run [[ 0.09998924]]
final_outputs_run [[ 0.09998924]]
[ 0.30001076]
----------------------------------------------------------------------
Ran 5 tests in 0.011s

OK
Out[12]:
<unittest.runner.TextTestResult run=5 errors=0 failures=0>

Training the network

Here you'll set the hyperparameters for the network. The strategy here is to find hyperparameters such that the error on the training set is low, but you're not overfitting to the data. If you train the network too long or have too many hidden nodes, it can become overly specific to the training set and will fail to generalize to the validation set. That is, the loss on the validation set will start increasing as the training set loss drops.

You'll also be using a method know as Stochastic Gradient Descent (SGD) to train the network. The idea is that for each training pass, you grab a random sample of the data instead of using the whole data set. You use many more training passes than with normal gradient descent, but each pass is much faster. This ends up training the network more efficiently. You'll learn more about SGD later.

Choose the number of iterations

This is the number of batches of samples from the training data we'll use to train the network. The more iterations you use, the better the model will fit the data. However, if you use too many iterations, then the model with not generalize well to other data, this is called overfitting. You want to find a number here where the network has a low training loss, and the validation loss is at a minimum. As you start overfitting, you'll see the training loss continue to decrease while the validation loss starts to increase.

Choose the learning rate

This scales the size of weight updates. If this is too big, the weights tend to explode and the network fails to fit the data. A good choice to start at is 0.1. If the network has problems fitting the data, try reducing the learning rate. Note that the lower the learning rate, the smaller the steps are in the weight updates and the longer it takes for the neural network to converge.

Choose the number of hidden nodes

The more hidden nodes you have, the more accurate predictions the model will make. Try a few different numbers and see how it affects the performance. You can look at the losses dictionary for a metric of the network performance. If the number of hidden units is too low, then the model won't have enough space to learn and if it is too high there are too many options for the direction that the learning can take. The trick here is to find the right balance in number of hidden units you choose.

In [13]:
import sys

### Set the hyperparameters here ###
iterations = 10000
learning_rate = 0.2
hidden_nodes = 10
output_nodes = 1

N_i = train_features.shape[1]
network = NeuralNetwork(N_i, hidden_nodes, output_nodes, learning_rate)

losses = {'train':[], 'validation':[]}
for ii in range(iterations):
    # Go through a random batch of 128 records from the training data set
    batch = np.random.choice(train_features.index, size=128)
    X, y = train_features.ix[batch].values, train_targets.ix[batch]['cnt']
                             
    network.train(X, y)
    
    # Printing out the training progress
    train_loss = MSE(network.run(train_features).T, train_targets['cnt'].values)
    val_loss = MSE(network.run(val_features).T, val_targets['cnt'].values)
    sys.stdout.write("\rProgress: {:2.1f}".format(100 * ii/float(iterations)) \
                     + "% ... Training loss: " + str(train_loss)[:5] \
                     + " ... Validation loss: " + str(val_loss)[:5])
    sys.stdout.flush()
    
    losses['train'].append(train_loss)
    losses['validation'].append(val_loss)
[-1.13287757]
[-1.00275944]
[ 1.79431838]
[-0.57478711]
[-0.73269289]
[-0.42295517]
[-0.88449174]
[ 0.14112504]
[ 0.6460947]
[ 3.37272383]
[ 0.90289427]
[-0.6560663]
[ 1.09007918]
[ 0.10520842]
[ 1.38795695]
[ 0.65471318]
[-0.22514537]
[ 1.53846394]
[ 0.11594356]
[-0.98129781]
[ 0.39490925]
[-0.81224648]
[ 0.05651503]
[ 0.2753916]
[ 0.07573939]
[ 0.17413768]
[-0.10163747]
[ 1.37354589]
[-0.87011647]
[ 0.47884425]
[-1.0134039]
[-0.58076237]
[-0.1839242]
[ 1.83947971]
[ 0.9703004]
[ 1.02045264]
[ 0.06980569]
[-0.67303031]
[-0.96092601]
[ 0.2348464]
[-0.95166032]
[-0.96476939]
[-1.01887512]
[-0.77983015]
[-0.06172755]
[-0.81628791]
[ 0.79135677]
[-0.67121411]
[-0.51613255]
[-0.60381074]
[-0.0639776]
[-0.06695104]
[-0.1839242]
[-0.97266141]
[ 0.33924888]
[-0.98952504]
[-0.87333226]
[ 0.34598352]
[ 2.28160841]
[-0.45963939]
[ 0.31521539]
[ 1.66934405]
[-0.62961989]
[-0.78708044]
[-1.02012199]
[-0.78248295]
[ 1.35596621]
[ 0.57553915]
[-0.41172182]
[-0.33871681]
[-0.16969323]
[ 0.55077018]
[-0.76118904]
[-0.68255654]
[-0.64592027]
[-0.52244112]
[-0.78191725]
[ 0.34160641]
[ 0.08433091]
[-0.6584752]
[ 0.25105437]
[-0.09935494]
[ 0.16356566]
[-0.12881048]
[ 0.60835106]
[ 0.4469823]
[-0.84633106]
[-0.66935476]
[-0.95465316]
[-0.61711559]
[ 0.43462029]
[-0.84545549]
[-0.15783815]
[ 1.07711506]
[-0.89704484]
[ 0.74850169]
[ 0.1850371]
[-0.88349698]
[ 1.12976639]
[-0.33240018]
[-0.21662009]
[-0.95584883]
[ 0.14422209]
[-0.95200587]
[ 0.9392211]
[-0.71888925]
[-0.9971109]
[-0.61837057]
[ 0.18415501]
[-0.45357829]
[-0.03628971]
[-0.847671]
[ 2.28551858]
[ 0.02687888]
[ 0.14381384]
[-0.20903028]
[ 1.70444082]
[ 0.02039788]
[-0.16936179]
[-0.66381536]
[-0.61469484]
[-0.92593955]
[-0.63825359]
[-0.51032765]
[ 0.76527027]
[ 0.31510304]
[-0.93267761]
[ 2.83383456]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
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15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
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15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
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16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
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16855         0         1             0    ...          0      0      0   
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16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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[1440 rows x 56 columns]
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   -5.11309399e-03   1.31254988e-01]
 [ -1.79137805e-01  -1.13941187e-02   1.02804500e-02   1.11606248e-01
   -1.81113854e-01   9.22281700e-02   6.99289564e-02   2.00302497e-01
    1.32902943e-01  -6.51362161e-03]
 [ -1.57921069e-01   1.39753164e-01   2.48890119e-01  -1.97472117e-02
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    1.97400261e-01  -7.26851451e-02]
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   -9.66712980e-03  -4.71494144e-02]
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 [  1.17730245e-01   1.99123007e-01   2.46047614e-02  -4.96127477e-02
    9.13478472e-03   2.15006347e-01  -4.91130138e-02  -2.23256411e-01
   -8.72597615e-02   1.65975266e-01]
 [ -2.22130952e-02  -3.42343291e-02  -8.33955226e-06  -1.55915650e-01
    2.22243600e-01   2.36982128e-02   2.20086079e-02  -1.22847147e-01
    1.16210620e-01   6.31799058e-02]
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   -7.14462059e-02   1.26408711e-01   1.19522353e-01  -2.74678813e-03
    2.47370406e-01   3.04110423e-02]
 [ -7.68201876e-02  -1.05148377e-01  -1.21180879e-01   1.19175595e-01
    2.91893384e-02  -5.15752742e-02  -5.26183610e-02   1.34229621e-01
   -8.92693755e-02   1.62904388e-01]
 [  1.07549601e-01   1.49823930e-01  -2.41803926e-02   1.82021458e-01
   -1.97291076e-02  -6.71742655e-02  -9.28474414e-02   1.79291598e-01
    1.12535204e-01   2.59598943e-01]
 [ -2.69932308e-01   5.82894428e-03  -1.22507470e-01   4.78068347e-02
   -1.75961614e-02  -1.47503052e-01  -1.92191794e-01   8.08973908e-02
    1.24562801e-01  -2.92222788e-01]
 [  2.01866782e-02  -8.53341300e-02  -3.20435433e-02  -1.50643777e-01
    3.35959335e-02  -9.81338193e-02   4.82086962e-02   2.03364579e-02
   -1.76313463e-01   4.07523685e-02]
 [  6.00963128e-02  -1.99209182e-01   1.17532906e-02  -1.58288142e-01
   -1.31629987e-01  -1.04585673e-01   1.45741516e-01  -6.28006290e-02
   -1.07492576e-01   3.10759754e-02]
 [ -6.72008121e-02   7.17248952e-02  -7.12880872e-02   7.28613814e-03
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    2.70105473e-01  -5.51642317e-02]
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   -6.32247480e-02  -5.93651691e-02]
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   -1.03756168e-01  -2.04723506e-02  -1.03269876e-01   4.40362566e-02
   -1.62787489e-01  -1.71232113e-01]
 [  2.20776485e-01   2.51462877e-01  -1.49224665e-02  -9.45611463e-03
   -6.47541257e-02   7.35243443e-02  -4.45594636e-02  -1.07688195e-01
   -8.65783037e-03  -1.78373605e-02]
 [  3.40609488e-02   1.12782455e-02  -2.10067696e-01   9.57349499e-02
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   -1.24033340e-02  -1.77717446e-01]
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   -2.32151433e-01  -1.65922893e-02  -1.63748470e-02   7.55170405e-02
   -1.53745237e-01  -3.73570139e-02]
 [  1.46774994e-01   3.22495471e-02  -2.64137499e-02  -7.92658185e-02
   -1.52223077e-01   6.98408276e-02  -8.59913351e-02   4.96636460e-02
    2.06240374e-02   5.66245054e-02]
 [ -1.36736969e-01   1.70342657e-01   1.15115901e-01   4.89787022e-02
    1.40341219e-01  -1.51063081e-01  -1.45792936e-01  -1.42128672e-01
   -1.00521548e-04   1.47119512e-01]
 [  1.86435521e-01   2.39523547e-01   7.80071424e-02   1.35527626e-01
   -9.06349176e-02  -2.50648236e-01  -7.17361278e-02  -9.59107721e-02
   -1.13951282e-01   1.59863509e-01]
 [  3.03321324e-02  -1.59913517e-01   8.63836155e-02   1.95161779e-01
   -3.45292206e-02  -1.61012209e-02  -9.86725691e-02   4.42542351e-02
    1.27155642e-01  -1.66943125e-01]
 [  1.08887199e-01   6.96284099e-02   6.63650880e-02  -2.63822453e-02
   -2.72427475e-01   2.42141686e-01   5.13038707e-02   4.66131274e-02
    1.39298621e-01  -2.87311890e-01]
 [  3.42341382e-01  -7.27492858e-02  -9.84051603e-02  -1.82162691e-01
    1.72579570e-01  -3.95250757e-02  -6.76461855e-03   1.10660044e-01
    1.24452629e-01  -1.63767547e-01]
 [ -1.13579489e-01  -4.44566485e-02  -7.36302809e-02   7.55275455e-02
    1.25350537e-01  -1.23747578e-01  -7.11974917e-02   8.09581698e-02
    3.34445438e-01  -1.42104727e-01]
 [  2.89978826e-01   3.84166047e-02  -1.57996907e-01   2.13211549e-01
    8.73321163e-02  -1.26905600e-01  -6.46010660e-02  -1.25440725e-01
    2.13340832e-02  -2.88222708e-02]
 [ -2.71987958e-01  -1.65047690e-01   2.58381624e-01   8.20042418e-03
   -1.21819698e-01   9.19736235e-02   1.33211626e-01   1.66356963e-01
   -1.43368800e-02  -7.37030503e-02]
 [  1.04591809e-01  -4.87600595e-03   2.56107664e-01  -2.37081657e-01
    3.39094366e-02   8.30412846e-02   9.56356049e-02   1.78138273e-01
    9.27633073e-02  -1.10272987e-01]
 [  1.17971920e-01   7.55274150e-02  -8.22151969e-02  -1.22095510e-01
   -1.47319636e-01   1.91944308e-01   5.60465532e-02  -1.82119792e-01
   -1.08555509e-01  -6.48680416e-03]
 [ -2.15287456e-01   8.90399909e-02  -1.56190091e-01  -1.08426764e-01
   -1.92916319e-01   4.66514205e-02   1.40731685e-01   1.29308993e-01
    3.09439986e-02  -1.19288680e-03]
 [  1.49582774e-02   7.33938763e-02   6.82934748e-03   4.77095755e-02
   -2.08420603e-02   1.54965473e-01  -2.99065046e-01  -4.65583800e-02
   -3.57331768e-02  -1.73118595e-01]
 [  2.22427647e-02   8.08130658e-03   1.98359221e-01  -1.47159204e-01
   -4.70539959e-02  -1.92274995e-01   1.40914073e-01  -2.01236661e-01
    1.69635163e-02   1.57824474e-01]
 [  8.21701985e-03   2.29390271e-01   4.02632554e-01   1.91564237e-01
    1.55161139e-01   2.40508579e-02   1.00140006e-01  -6.87967200e-02
    1.49185869e-01  -5.19452051e-02]
 [  5.13436172e-02   4.43558926e-02   1.19806163e-02   1.02200895e-01
   -1.10242487e-01  -1.00861477e-01   1.10091445e-01  -1.66205587e-01
    5.20318660e-02   1.32603960e-01]
 [ -7.48890062e-02   1.90650291e-01   2.90333478e-01  -1.30429318e-01
    1.91980155e-02  -4.14028060e-02  -2.99228369e-02   1.07025781e-01
   -2.41841971e-01  -9.43202554e-03]
 [ -9.09186705e-02   9.81998140e-04   1.98049296e-01  -3.39750867e-02
   -8.57197692e-02  -1.21773099e-01  -1.60130194e-01  -1.42289088e-01
   -2.18235823e-01   1.72875840e-02]
 [  1.00796223e-01  -2.84171813e-01   7.39002972e-02   8.45911397e-02
    5.96543076e-02   1.54559158e-01   1.91778857e-01   2.18540919e-02
   -1.09301819e-01   1.86419959e-01]]
final_inputs_run [[-0.04049993]
 [-0.04520926]
 [-0.01990656]
 ..., 
 [ 0.01677492]
 [ 0.03530024]
 [ 0.11898576]]
final_outputs_run [[-0.04049993]
 [-0.04520926]
 [-0.01990656]
 ..., 
 [ 0.01677492]
 [ 0.03530024]
 [ 0.11898576]]
Progress: 0.0% ... Training loss: 0.960 ... Validation loss: 1.357[-0.85523319]
[-0.85175297]
[ 1.06937549]
[ 0.91426205]
[-0.98783592]
[-0.8759452]
[-0.65417226]
[-0.94480458]
[ 0.57688065]
[ 0.85429366]
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[ 0.21862338]
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[ 1.49181538]
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[ 0.36627042]
[ 0.80051339]
[ 0.00601669]
[ 2.11120668]
[-0.89882426]
[-0.46301372]
[-0.42777479]
[-0.52153903]
[ 0.16524746]
[-0.0695589]
[-0.8545482]
[ 1.51937376]
[-0.66578853]
[ 0.02130018]
[-0.9393185]
[-0.16276592]
[ 0.31314307]
[-0.78512688]
[-0.80135449]
[ 1.56543915]
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[ 1.201286]
[-0.87887511]
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[-0.7524968]
[-0.07225871]
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[ 1.25279837]
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[ 1.2584164]
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[ 0.29324594]
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[ 1.3210407]
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[ 0.13760908]
[ 2.21695115]
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[ 0.25147902]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
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   -8.64417281e-03  -1.79477241e-02]
 [  3.41952920e-02   1.12892468e-02  -2.10164305e-01   9.58652489e-02
    1.65554838e-01  -6.40573713e-02   1.67058497e-01   2.63835217e-02
   -1.24123971e-02  -1.77640366e-01]
 [  2.52646585e-02   1.70014394e-01   1.48822080e-01  -3.78353538e-02
   -2.32602335e-01  -1.65600140e-02  -1.60615553e-02   7.53769949e-02
   -1.53758014e-01  -3.72549020e-02]
 [  1.46685585e-01   3.22415754e-02  -2.63572793e-02  -7.93461300e-02
   -1.52033226e-01   6.98253982e-02  -8.61192335e-02   4.97266551e-02
    2.06298110e-02   5.65773996e-02]
 [ -1.36678331e-01   1.70346548e-01   1.15081590e-01   4.90274035e-02
    1.40207018e-01  -1.51053420e-01  -1.45718780e-01  -1.42166534e-01
   -1.04054488e-04   1.47144121e-01]
 [  1.86118227e-01   2.39496306e-01   7.81929656e-02   1.35244068e-01
   -8.99334510e-02  -2.50698492e-01  -7.21138668e-02  -9.56925006e-02
   -1.13931324e-01   1.59703526e-01]
 [  3.01008660e-02  -1.59929666e-01   8.65239309e-02   1.94958710e-01
   -3.40194443e-02  -1.61387010e-02  -9.89688481e-02   4.44085173e-02
    1.27170055e-01  -1.67060389e-01]
 [  1.08588326e-01   6.96026248e-02   6.65384893e-02  -2.66469648e-02
   -2.71752568e-01   2.42093081e-01   5.09149485e-02   4.68168353e-02
    1.39317202e-01  -2.87451530e-01]
 [  3.42143704e-01  -7.27672374e-02  -9.82814500e-02  -1.82347054e-01
    1.72912853e-01  -3.95582194e-02  -7.07315172e-03   1.10797904e-01
    1.24465423e-01  -1.63873660e-01]
 [ -1.13940015e-01  -4.44855195e-02  -7.34180235e-02   7.52315971e-02
    1.26134975e-01  -1.23804825e-01  -7.16917097e-02   8.11982849e-02
    3.34467039e-01  -1.42285996e-01]
 [  2.88848578e-01   3.83209359e-02  -1.57303828e-01   2.12195596e-01
    8.98896007e-02  -1.27076228e-01  -6.61259260e-02  -1.24686969e-01
    2.14057542e-02  -2.93813338e-02]
 [ -2.72255349e-01  -1.65071258e-01   2.58548911e-01   7.95349314e-03
   -1.21198051e-01   9.19288800e-02   1.32816400e-01   1.66544553e-01
   -1.43197323e-02  -7.38431859e-02]
 [  1.04596343e-01  -4.87554432e-03   2.56106078e-01  -2.37079963e-01
    3.38909873e-02   8.30419833e-02   9.56496685e-02   1.78135149e-01
    9.27630045e-02  -1.10268091e-01]
 [  1.17912730e-01   7.55222866e-02  -8.21799590e-02  -1.22146894e-01
   -1.47206515e-01   1.91934245e-01   5.59661634e-02  -1.82081032e-01
   -1.08551887e-01  -6.51733448e-03]
 [ -2.14964136e-01   8.90664881e-02  -1.56394989e-01  -1.08123660e-01
   -1.93686443e-01   4.67073861e-02   1.41251172e-01   1.29080141e-01
    3.09224909e-02  -1.02149614e-03]
 [  1.55425869e-02   7.34441698e-02   6.49115686e-03   4.82427224e-02
   -2.21293337e-02   1.55063292e-01  -2.98141085e-01  -4.69628645e-02
   -3.57691468e-02  -1.72813012e-01]
 [  2.23500883e-02   8.09148511e-03   1.98285019e-01  -1.47046526e-01
   -4.74348718e-02  -1.92257659e-01   1.41135361e-01  -2.01314792e-01
    1.69561313e-02   1.57875795e-01]
 [  7.88689277e-03   2.29358990e-01   4.02812648e-01   1.91283686e-01
    1.55897566e-01   2.40034647e-02   9.97998209e-02  -6.85749629e-02
    1.49208243e-01  -5.20914692e-02]
 [  5.18481815e-02   4.43959148e-02   1.17119914e-02   1.02605820e-01
   -1.11304147e-01  -1.00782609e-01   1.10900222e-01  -1.66537255e-01
    5.20022131e-02   1.32841392e-01]
 [ -7.48994463e-02   1.90645859e-01   2.90335916e-01  -1.30436176e-01
    1.92163405e-02  -4.14047115e-02  -2.99182103e-02   1.07030171e-01
   -2.41841100e-01  -9.43627461e-03]
 [ -9.05824311e-02   1.01085891e-03   1.97846177e-01  -3.36820567e-02
   -8.64539746e-02  -1.21718380e-01  -1.59601660e-01  -1.42518793e-01
   -2.18255497e-01   1.74600599e-02]
 [  1.00110420e-01  -2.84223318e-01   7.42937867e-02   8.40079347e-02
    6.11112994e-02   1.54453008e-01   1.90953695e-01   2.23095843e-02
   -1.09259976e-01   1.86077082e-01]]
final_inputs_run [[-0.06739216]
 [-0.06781436]
 [-0.03911439]
 ..., 
 [-0.00764195]
 [ 0.00718502]
 [ 0.0869065 ]]
final_outputs_run [[-0.06739216]
 [-0.06781436]
 [-0.03911439]
 ..., 
 [-0.00764195]
 [ 0.00718502]
 [ 0.0869065 ]]
Progress: 0.0% ... Training loss: 0.954 ... Validation loss: 1.366[ 1.16987551]
[ 1.58553033]
[-0.21202981]
[ 0.36768594]
[-0.41171857]
[-0.67723978]
[ 1.61448188]
[ 0.85565123]
[ 0.27630827]
[ 0.50473005]
[-0.11906847]
[-0.56621642]
[-0.96257403]
[-0.91217213]
[-0.65121675]
[-0.12932647]
[ 1.24342257]
[ 0.99889628]
[-0.37964157]
[ 1.46442205]
[-0.71980398]
[-0.93499132]
[ 0.40127633]
[ 3.15280253]
[ 2.84377754]
[-0.88020204]
[ 2.21442601]
[-0.70189709]
[ 1.01868826]
[ 0.26932619]
[-1.00846757]
[ 2.33689865]
[ 0.78241976]
[ 0.8854081]
[ 0.30389209]
[-0.90390863]
[-0.88260405]
[ 0.61828907]
[-0.44726717]
[ 0.29108794]
[-0.54556173]
[-0.68526451]
[-0.73021494]
[-0.91492716]
[-0.41072873]
[-1.02311641]
[-0.82029209]
[-0.19965216]
[ 1.2199734]
[-0.9343719]
[ 0.86622361]
[ 0.96471816]
[-0.10580847]
[ 0.66632596]
[-0.56341188]
[-0.81977713]
[-0.77188794]
[ 1.89063303]
[ 1.60061482]
[-0.19842165]
[-0.05621815]
[-0.921587]
[-0.43215144]
[-0.69662229]
[ 0.87796142]
[-0.84531036]
[ 0.55387549]
[-0.23497923]
[ 0.4041922]
[-0.10115556]
[-0.63605271]
[-0.31885415]
[ 0.83248661]
[ 2.03245686]
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[ 0.19825069]
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[-0.5512596]
[ 2.0867973]
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[ 1.20185585]
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[ 1.49822824]
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[ 2.27838502]
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[ 0.86044882]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
15426          0          0          1          0          0          0   
15427          0          0          0          1          0          0   
15428          0          0          0          1          0          0   
15429          0          0          0          1          0          0   
15430          0          0          0          1          0          0   
15431          0          0          0          1          0          0   
15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
12             1  
13             1  
14             1  
15             1  
16             1  
17             1  
18             1  
19             1  
20             1  
21             1  
22             1  
23             1  
24             0  
25             0  
26             0  
27             0  
28             0  
29             0  
...          ...  
15405          0  
15406          0  
15407          0  
15408          0  
15409          0  
15410          0  
15411          0  
15412          0  
15413          0  
15414          0  
15415          0  
15416          0  
15417          0  
15418          0  
15419          0  
15420          0  
15421          0  
15422          0  
15423          0  
15424          0  
15425          0  
15426          0  
15427          0  
15428          0  
15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
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    6.14028390e-02   1.54426766e-01   1.90838851e-01   2.23994082e-02
   -1.09254281e-01   1.85994145e-01]]
final_inputs_run [[-0.02801699]
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 ..., 
 [ 0.03207518]
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final_outputs_run [[-0.02801699]
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 ..., 
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Progress: 0.0% ... Training loss: 0.944 ... Validation loss: 1.339[-0.49438556]
[-0.47436411]
[-0.28117203]
[ 0.35253122]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
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15429         0         1             0    ...          0      0      0   
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15431         0         1             0    ...          0      0      0   
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15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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6              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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[15435 rows x 56 columns]
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   -1.70352269e-01  -1.66426902e-02   8.45472522e-02   2.49692711e-02
   -5.09274530e-03   1.31008190e-01]
 [ -1.80680372e-01  -1.15793412e-02   1.12400867e-02   1.10197975e-01
   -1.77584218e-01   9.19475265e-02   6.77902964e-02   2.01318739e-01
    1.32976957e-01  -7.34591698e-03]
 [ -1.58209398e-01   1.39722038e-01   2.49070507e-01  -2.00448875e-02
    1.27970303e-01   3.31235935e-02   1.04812486e-01  -1.31300322e-01
    1.97417615e-01  -7.28437158e-02]
 [  2.09637931e-01  -6.41851888e-02  -2.27373380e-02  -2.12430618e-01
    3.08109749e-02   1.57177272e-01  -3.27828771e-02  -3.10711996e-02
    1.05489867e-01   7.82394328e-02]
 [  6.84884819e-02   5.39794499e-02  -2.88839317e-01  -2.00905430e-01
    3.02673402e-01  -8.67384138e-02   1.34546645e-01   3.88343445e-02
   -9.69185206e-03  -4.68941194e-02]
 [ -1.41576023e-01   1.10959426e-01  -2.43082451e-01   7.69724234e-02
    1.82127895e-01  -5.56028384e-02   6.97648105e-02  -1.04908182e-01
    2.09752961e-01   2.08835453e-01]
 [  1.18367645e-01   1.99187733e-01   2.42176415e-02  -4.90462256e-02
    7.70310804e-03   2.15115121e-01  -4.81758530e-02  -2.23680559e-01
   -8.72984301e-02   1.66286205e-01]
 [ -2.11465760e-02  -3.41128991e-02  -6.68553542e-04  -1.54985993e-01
    2.19872229e-01   2.38832772e-02   2.36094018e-02  -1.23557463e-01
    1.16145552e-01   6.37253629e-02]
 [  5.25544693e-02  -3.57293922e-02  -1.46730574e-01  -2.66236132e-01
   -7.26109362e-02   1.26497746e-01   1.20285727e-01  -3.09187596e-03
    2.47341994e-01   3.06834164e-02]
 [ -7.57000803e-02  -1.04999617e-01  -1.21890566e-01   1.20199002e-01
    2.66621759e-02  -5.13773132e-02  -5.09138510e-02   1.33477836e-01
   -8.93371356e-02   1.63509992e-01]
 [  1.09547114e-01   1.50050543e-01  -2.54143712e-02   1.83790972e-01
   -2.41917986e-02  -6.68343218e-02  -8.98396696e-02   1.77949792e-01
    1.12408382e-01   2.60627893e-01]
 [ -2.67653325e-01   6.09569291e-03  -1.23914986e-01   4.98723880e-02
   -2.27369058e-02  -1.47104091e-01  -1.88725395e-01   7.93449119e-02
    1.24426042e-01  -2.91007090e-01]
 [  2.15791070e-02  -8.51672412e-02  -3.28903761e-02  -1.49399570e-01
    3.05127342e-02  -9.78864339e-02   5.03094359e-02   1.94095548e-02
   -1.76384891e-01   4.14916162e-02]
 [  6.14608114e-02  -1.99039723e-01   1.09081529e-02  -1.57081803e-01
   -1.34700202e-01  -1.04352606e-01   1.47696082e-01  -6.37039662e-02
   -1.07579581e-01   3.17835518e-02]
 [ -6.65469311e-02   7.17945882e-02  -7.16795319e-02   7.86190771e-03
    9.97401169e-02   5.62826028e-02   1.95310453e-02   1.71252135e-01
    2.70067845e-01  -5.48254277e-02]
 [ -1.18896972e-01  -1.77248383e-01  -4.53764312e-02  -1.82910796e-01
    2.61560864e-01   3.06411264e-03   1.67064373e-01  -6.22495749e-03
   -6.32475088e-02  -5.91572459e-02]
 [ -1.84948071e-01  -2.12174414e-01  -1.52571120e-01   7.40191552e-02
   -1.00075403e-01  -2.07626117e-02  -1.05648065e-01   4.50809825e-02
   -1.62697147e-01  -1.72097596e-01]
 [  2.20191555e-01   2.51396053e-01  -1.45602710e-02  -9.97529517e-03
   -6.35286351e-02   7.34216033e-02  -4.54241635e-02  -1.07307984e-01
   -8.62644185e-03  -1.81488873e-02]
 [  3.42328782e-02   1.12930464e-02  -2.10180593e-01   9.58939989e-02
    1.65441694e-01  -6.40505462e-02   1.67112313e-01   2.63659152e-02
   -1.24108489e-02  -1.77623916e-01]
 [  2.54500382e-02   1.70033803e-01   1.48724630e-01  -3.76865083e-02
   -2.32996842e-01  -1.65285848e-02  -1.57985718e-02   7.52712135e-02
   -1.53767335e-01  -3.71678069e-02]
 [  1.46120204e-01   3.21681919e-02  -2.60113929e-02  -7.98412452e-02
   -1.50778358e-01   6.97242711e-02  -8.69029499e-02   5.00880611e-02
    2.06554989e-02   5.62858873e-02]
 [ -1.37145915e-01   1.70285119e-01   1.15373313e-01   4.86137746e-02
    1.41178029e-01  -1.51135496e-01  -1.46325358e-01  -1.41863926e-01
   -7.86178276e-05   1.46891563e-01]
 [  1.85597577e-01   2.39427867e-01   7.85075096e-02   1.34780770e-01
   -8.88048297e-02  -2.50788558e-01  -7.28592257e-02  -9.53625135e-02
   -1.13910400e-01   1.59424239e-01]
 [  2.94940541e-02  -1.60012773e-01   8.69278009e-02   1.94385963e-01
   -3.26067597e-02  -1.62501541e-02  -9.98775799e-02   4.48324096e-02
    1.27208853e-01  -1.67383859e-01]
 [  1.07813663e-01   6.94987609e-02   6.70367618e-02  -2.73295857e-02
   -2.70009133e-01   2.41953034e-01   4.99393945e-02   4.73404715e-02
    1.39369485e-01  -2.87854718e-01]
 [  3.41309483e-01  -7.28840503e-02  -9.77285843e-02  -1.83089508e-01
    1.74778305e-01  -3.97122962e-02  -8.22727665e-03   1.11376685e-01
    1.24509965e-01  -1.64345915e-01]
 [ -1.15128237e-01  -4.46458610e-02  -7.26694376e-02   7.41705350e-02
    1.28664127e-01  -1.24015981e-01  -7.33226353e-02   8.19922596e-02
    3.34531958e-01  -1.42912918e-01]
 [  2.88392641e-01   3.82615171e-02  -1.57033174e-01   2.11793883e-01
    9.08296462e-02  -1.27154251e-01  -6.67750648e-02  -1.24405242e-01
    2.14236635e-02  -2.96191342e-02]
 [ -2.72394398e-01  -1.65092664e-01   2.58652954e-01   7.79075825e-03
   -1.20804424e-01   9.18957597e-02   1.32586798e-01   1.66658095e-01
   -1.43142517e-02  -7.39364598e-02]
 [  1.04561237e-01  -4.87970048e-03   2.56130336e-01  -2.37117977e-01
    3.39447314e-02   8.30336290e-02   9.56153238e-02   1.78153704e-01
    9.27619376e-02  -1.10286982e-01]
 [  1.18041130e-01   7.55403650e-02  -8.22645012e-02  -1.22033807e-01
   -1.47501431e-01   1.91955764e-01   5.61571276e-02  -1.82168430e-01
   -1.08561273e-01  -6.44731503e-03]
 [ -2.14471571e-01   8.91289986e-02  -1.56699577e-01  -1.07688020e-01
   -1.94790039e-01   4.67964477e-02   1.41986928e-01   1.28763680e-01
    3.08969504e-02  -7.59883958e-04]
 [  1.48642839e-02   7.33500665e-02   6.93983691e-03   4.76428657e-02
   -2.05768800e-02   1.54946339e-01  -2.99197621e-01  -4.65258692e-02
   -3.57381824e-02  -1.73157239e-01]
 [  2.29425467e-02   8.17202416e-03   1.97913989e-01  -1.46485526e-01
   -4.88030604e-02  -1.92153120e-01   1.42118534e-01  -2.01726135e-01
    1.69124404e-02   1.58193289e-01]
 [  8.14760449e-03   2.29384464e-01   4.02678505e-01   1.91511994e-01
    1.55261939e-01   2.40612770e-02   1.00323697e-01  -6.87137310e-02
    1.49214275e-01  -5.19377286e-02]
 [  5.20035984e-02   4.44127195e-02   1.16013218e-02   1.02737944e-01
   -1.11782863e-01  -1.00760742e-01   1.11183569e-01  -1.66650313e-01
    5.19842984e-02   1.32905437e-01]
 [ -7.54579530e-02   1.90578015e-01   2.90686377e-01  -1.30950215e-01
    2.02871335e-02  -4.15143239e-02  -3.05437814e-02   1.07341380e-01
   -2.41839843e-01  -9.71804635e-03]
 [ -9.02078767e-02   1.05706059e-03   1.97663044e-01  -3.34034260e-02
   -8.71633383e-02  -1.21661821e-01  -1.59084686e-01  -1.42723280e-01
   -2.18274070e-01   1.76176978e-02]
 [  1.00009208e-01  -2.84229714e-01   7.43690633e-02   8.39008056e-02
    6.12738531e-02   1.54432201e-01   1.90953037e-01   2.23838352e-02
   -1.09256708e-01   1.86010911e-01]]
final_inputs_run [[-0.24801061]
 [-0.23118715]
 [-0.24932169]
 ..., 
 [-0.06007729]
 [-0.01352189]
 [-0.06292813]]
final_outputs_run [[-0.24801061]
 [-0.23118715]
 [-0.24932169]
 ..., 
 [-0.06007729]
 [-0.01352189]
 [-0.06292813]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
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Progress: 0.0% ... Training loss: 0.942 ... Validation loss: 1.362[ 0.68836256]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
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final_inputs_run [[-0.15958338]
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final_outputs_run [[-0.15958338]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
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15456         0         1             1    ...          0      0      0   
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15458         0         1             1    ...          0      0      0   
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15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
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15441          0          0          0          1          0          0   
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15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
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16854          0          1          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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[1440 rows x 56 columns]
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   -4.65029096e-03  -3.11641375e-02   4.22229196e-02   7.90196398e-02
   -1.80973277e-01   1.32978679e-01]
 [  2.54131600e-01  -2.15304565e-01  -8.68812502e-02   7.78226573e-02
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 [  5.16294518e-02   1.23995249e-01   3.48022481e-03  -3.19196458e-02
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   -1.37548369e-01  -5.57053921e-02]
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   -8.31790716e-02  -1.16109922e-01]
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   -8.54592863e-02  -1.74362026e-01]
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   -5.09856265e-03   1.31086760e-01]
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   -8.72952551e-02   1.66235311e-01]
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    2.47314425e-01   3.10821396e-02]
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   -8.93424705e-02   1.63578974e-01]
 [  1.09890591e-01   1.50115403e-01  -2.56176176e-02   1.84098056e-01
   -2.49750579e-02  -6.67625673e-02  -8.93542210e-02   1.77731757e-01
    1.12394170e-01   2.60816289e-01]
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   -2.35435931e-02  -1.47029743e-01  -1.88193608e-01   7.91087510e-02
    1.24411438e-01  -2.90793681e-01]
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    3.03138588e-02  -9.78679637e-02   5.04375566e-02   1.93535772e-02
   -1.76388587e-01   4.15386413e-02]
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   -1.35965415e-01  -1.04233017e-01   1.48545498e-01  -6.40768309e-02
   -1.07604024e-01   3.21206986e-02]
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    2.70064314e-01  -5.47691379e-02]
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   -6.32541358e-02  -5.90690916e-02]
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   -1.62702536e-01  -1.72020771e-01]
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   -8.61676426e-03  -1.82880672e-02]
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   -1.50516479e-01   6.96972120e-02  -8.70810762e-02   5.01711499e-02
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    1.41347800e-01  -1.51152719e-01  -1.46444089e-01  -1.41812693e-01
   -7.51362867e-05   1.46843377e-01]
 [  1.85594177e-01   2.39427189e-01   7.85096856e-02   1.34777550e-01
   -8.87969149e-02  -2.50789285e-01  -7.28641926e-02  -9.53603088e-02
   -1.13910260e-01   1.59422212e-01]
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   -3.18783736e-02  -1.63156028e-02  -1.00303307e-01   4.50465050e-02
    1.27222967e-01  -1.67572005e-01]
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   -2.69084785e-01   2.41868197e-01   4.93937760e-02   4.76033546e-02
    1.39386758e-01  -2.88087107e-01]
 [  3.39275352e-01  -7.32572501e-02  -9.65130546e-02  -1.84817330e-01
    1.78734296e-01  -4.01159979e-02  -1.10033083e-02   1.12635249e-01
    1.24592152e-01  -1.65464460e-01]
 [ -1.16513073e-01  -4.49040842e-02  -7.18053082e-02   7.29199813e-02
    1.31592795e-01  -1.24283159e-01  -7.51669002e-02   8.28725021e-02
    3.34587683e-01  -1.43703444e-01]
 [  2.88125361e-01   3.82105031e-02  -1.56872388e-01   2.11551516e-01
    9.13526044e-02  -1.27207461e-01  -6.71500688e-02  -1.24237695e-01
    2.14346625e-02  -2.97718223e-02]
 [ -2.72582934e-01  -1.65131716e-01   2.58779208e-01   7.60759085e-03
   -1.20383781e-01   9.18555251e-02   1.32311746e-01   1.66781567e-01
   -1.43058819e-02  -7.40532237e-02]
 [  1.04513252e-01  -4.88646136e-03   2.56151790e-01  -2.37145417e-01
    3.39288042e-02   8.30253522e-02   9.56101730e-02   1.78173169e-01
    9.27634854e-02  -1.10302718e-01]
 [  1.18032000e-01   7.55387224e-02  -8.22589130e-02  -1.22043676e-01
   -1.47481815e-01   1.91953765e-01   5.61484436e-02  -1.82162418e-01
   -1.08560892e-01  -6.45275067e-03]
 [ -2.14246670e-01   8.91722702e-02  -1.56837610e-01  -1.07488060e-01
   -1.95283931e-01   4.68429124e-02   1.42303392e-01   1.28622692e-01
    3.08876306e-02  -6.32048624e-04]
 [  1.46344803e-02   7.33069040e-02   7.07873027e-03   4.74444906e-02
   -2.02454508e-02   1.54900493e-01  -2.99538317e-01  -4.63847117e-02
   -3.57291254e-02  -1.73262110e-01]
 [  2.29590494e-02   8.18063864e-03   1.97908660e-01  -1.46453909e-01
   -4.90167847e-02  -1.92143376e-01   1.42251201e-01  -2.01738183e-01
    1.69120266e-02   1.58201577e-01]
 [  8.12202380e-03   2.29376285e-01   4.02691923e-01   1.91484619e-01
    1.55261001e-01   2.40551041e-02   1.00309975e-01  -6.86959397e-02
    1.49215892e-01  -5.19571745e-02]
 [  5.16142710e-02   4.43454623e-02   1.18329999e-02   1.02387881e-01
   -1.11029486e-01  -1.00834268e-01   1.10726144e-01  -1.66408559e-01
    5.19988608e-02   1.32690734e-01]
 [ -7.60052970e-02   1.90476468e-01   2.91030579e-01  -1.31410117e-01
    2.12843906e-02  -4.16215725e-02  -3.12514384e-02   1.07685707e-01
   -2.41816336e-01  -1.00212528e-02]
 [ -9.11971753e-02   8.71195904e-04   1.98276429e-01  -3.42951536e-02
   -8.51461191e-02  -1.21855508e-01  -1.60486884e-01  -1.42102719e-01
   -2.18233227e-01   1.70542217e-02]
 [  9.98399457e-02  -2.84246484e-01   7.44703559e-02   8.37607019e-02
    6.15499000e-02   1.54402214e-01   1.90856218e-01   2.24815695e-02
   -1.09249694e-01   1.85917288e-01]]
final_inputs_run [[ 0.01477108]
 [ 0.02585661]
 [ 0.06167943]
 ..., 
 [ 0.07663258]
 [ 0.08451918]
 [ 0.15354341]]
final_outputs_run [[ 0.01477108]
 [ 0.02585661]
 [ 0.06167943]
 ..., 
 [ 0.07663258]
 [ 0.08451918]
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Progress: 0.0% ... Training loss: 0.931 ... Validation loss: 1.310[ 0.24496982]
[ 0.47333412]
[ 1.18953893]
[-0.64500895]
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[ 1.71595862]
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[ 2.22476666]
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[ 0.02623856]
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[ 1.63307814]
[ 0.54282163]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
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final_inputs_run [[ -2.45024404e-01]
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final_outputs_run [[ -2.45024404e-01]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
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16846         0         1             0    ...          0      0      0   
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16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
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15441          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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16857          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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15440          0  
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...          ...  
16845          0  
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16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
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   -2.60112228e-02  -6.66851847e-02  -8.87197466e-02   1.77394692e-01
    1.12338023e-01   2.61059908e-01]
 [ -2.66609479e-01   6.27619787e-03  -1.24658003e-01   5.08507610e-02
   -2.52471982e-02  -1.46910112e-01  -1.87204669e-01   7.85872625e-02
    1.24324699e-01  -2.90398405e-01]
 [  2.21513889e-02  -8.50753000e-02  -3.32853432e-02  -1.48891039e-01
    2.91891018e-02  -9.77871008e-02   5.11089548e-02   1.89988695e-02
   -1.76447282e-01   4.18019879e-02]
 [  6.26110511e-02  -1.98838599e-01   1.01510055e-02  -1.56049774e-01
   -1.37338324e-01  -1.04138646e-01   1.49326869e-01  -6.44867253e-02
   -1.07672464e-01   3.24340355e-02]
 [ -6.60740178e-02   7.18700114e-02  -7.19857987e-02   8.27778652e-03
    9.86087921e-02   5.63642116e-02   2.01966712e-02   1.70922424e-01
    2.70019300e-01  -5.45624093e-02]
 [ -1.18988872e-01  -1.77260375e-01  -4.52791127e-02  -1.82999692e-01
    2.61856491e-01   3.05437381e-03   1.66963921e-01  -6.12973849e-03
   -6.32215191e-02  -5.92227968e-02]
 [ -1.84748966e-01  -2.12142148e-01  -1.52688259e-01   7.41843090e-02
   -1.00509285e-01  -2.07256271e-02  -1.05419490e-01   4.49548695e-02
   -1.62709864e-01  -1.71987597e-01]
 [  2.19971083e-01   2.51356931e-01  -1.44358000e-02  -1.01773049e-02
   -6.31643137e-02   7.33750958e-02  -4.57522056e-02  -1.07172069e-01
   -8.61996245e-03  -1.82764600e-02]
 [  3.44214682e-02   1.13228497e-02  -2.10328584e-01   9.60572203e-02
    1.64888193e-01  -6.40215235e-02   1.67404247e-01   2.62229803e-02
   -1.24401223e-02  -1.77512309e-01]
 [  2.54179068e-02   1.70029583e-01   1.48752372e-01  -3.77151574e-02
   -2.32912843e-01  -1.65325055e-02  -1.58224107e-02   7.52981530e-02
   -1.53759037e-01  -3.71821503e-02]
 [  1.46101182e-01   3.21613675e-02  -2.60146388e-02  -7.98548945e-02
   -1.50802478e-01   6.97170558e-02  -8.69238962e-02   5.00865327e-02
    2.06463937e-02   5.62800207e-02]
 [ -1.37330360e-01   1.70253444e-01   1.15503860e-01   4.84473085e-02
    1.41551244e-01  -1.51169804e-01  -1.46574696e-01  -1.41734939e-01
   -6.24505780e-05   1.46789198e-01]
 [  1.85449966e-01   2.39402888e-01   7.86117638e-02   1.34647635e-01
   -8.84637950e-02  -2.50807751e-01  -7.30628958e-02  -9.52618185e-02
   -1.13893980e-01   1.59343356e-01]
 [  2.89564948e-02  -1.60101344e-01   8.72806570e-02   1.93888277e-01
   -3.14056425e-02  -1.63513080e-02  -1.00601005e-01   4.52027656e-02
    1.27248421e-01  -1.67684730e-01]
 [  1.06868227e-01   6.93420992e-02   6.76826511e-02  -2.81867194e-02
   -2.67810131e-01   2.41774153e-01   4.87621497e-02   4.80018343e-02
    1.39454656e-01  -2.88375796e-01]
 [  3.38969477e-01  -7.33089942e-02  -9.62970019e-02  -1.85088365e-01
    1.79455472e-01  -4.01701457e-02  -1.14712618e-02   1.12859554e-01
    1.24631066e-01  -1.65630881e-01]
 [ -1.16761184e-01  -4.49419966e-02  -7.16221500e-02   7.26979301e-02
    1.32165475e-01  -1.24323556e-01  -7.54694976e-02   8.30506906e-02
    3.34615057e-01  -1.43843139e-01]
 [  2.87887895e-01   3.81722192e-02  -1.56698073e-01   2.11338078e-01
    9.19343017e-02  -1.27246573e-01  -6.74793032e-02  -1.24062990e-01
    2.14630402e-02  -2.99065868e-02]
 [ -2.72894946e-01  -1.65184483e-01   2.59005194e-01   7.30304231e-03
   -1.19595253e-01   9.17980958e-02   1.31905271e-01   1.67025543e-01
   -1.42646264e-02  -7.42348906e-02]
 [  1.04574000e-01  -4.87352890e-03   2.56097357e-01  -2.37070583e-01
    3.37181030e-02   8.30392888e-02   9.57361636e-02   1.78115536e-01
    9.27549037e-02  -1.10257175e-01]
 [  1.18118009e-01   7.55519078e-02  -8.23197267e-02  -1.21968937e-01
   -1.47692725e-01   1.91968192e-01   5.62666724e-02  -1.82224906e-01
   -1.08571430e-01  -6.40423579e-03]
 [ -2.14018528e-01   8.92082903e-02  -1.57005631e-01  -1.07278943e-01
   -1.95850784e-01   4.68820684e-02   1.42616905e-01   1.28450465e-01
    3.08587901e-02  -5.00098080e-04]
 [  1.50980651e-02   7.33771095e-02   6.75647630e-03   4.78546707e-02
   -2.13262876e-02   1.54983799e-01  -2.98915667e-01  -4.67290152e-02
   -3.57850746e-02  -1.72996223e-01]
 [  2.35606546e-02   8.27431477e-03   1.97513791e-01  -1.45940690e-01
   -5.04692470e-02  -1.92043355e-01   1.43123582e-01  -2.02169951e-01
    1.68397977e-02   1.58522158e-01]
 [  7.97053359e-03   2.29346103e-01   4.02766700e-01   1.91358049e-01
    1.55508371e-01   2.40285980e-02   1.00202604e-01  -6.85868670e-02
    1.49234953e-01  -5.20199165e-02]
 [  5.15494133e-02   4.43321535e-02   1.19016726e-02   1.02316888e-01
   -1.10838495e-01  -1.00846677e-01   1.10614855e-01  -1.66353482e-01
    5.20084142e-02   1.32637535e-01]
 [ -7.54133756e-02   1.90571814e-01   2.90602772e-01  -1.30871023e-01
    1.97881654e-02  -4.15216713e-02  -3.04242345e-02   1.07240901e-01
   -2.41890107e-01  -9.68654165e-03]
 [ -9.09011291e-02   9.15977913e-04   1.98084392e-01  -3.40361465e-02
   -8.58955370e-02  -1.21804436e-01  -1.60081638e-01  -1.42315614e-01
   -2.18270087e-01   1.72109665e-02]
 [  9.96615375e-02  -2.84266202e-01   7.45840898e-02   8.35993836e-02
    6.19265122e-02   1.54370234e-01   1.90707201e-01   2.26064922e-02
   -1.09227099e-01   1.85836192e-01]]
final_inputs_run [[-0.05268127]
 [-0.04086801]
 [-0.00148439]
 ..., 
 [ 0.00906343]
 [ 0.01443705]
 [ 0.08154738]]
final_outputs_run [[-0.05268127]
 [-0.04086801]
 [-0.00148439]
 ..., 
 [ 0.00906343]
 [ 0.01443705]
 [ 0.08154738]]
Progress: 0.1% ... Training loss: 0.926 ... Validation loss: 1.339[-0.0487196]
[-0.75373335]
[-0.82827307]
[-0.70385224]
[ 0.56725211]
[-1.03677923]
[-0.98560607]
[-0.66333835]
[ 0.25791717]
[-0.46850034]
[-0.63327085]
[-0.23600376]
[ 0.51206968]
[ 1.32186101]
[-0.04182426]
[-1.06677776]
[-0.30802024]
[-0.91439915]
[ 0.07283006]
[-0.45561453]
[ 1.82787076]
[-0.37392244]
[ 0.34200974]
[ 0.83558904]
[-0.79459921]
[-0.91205]
[ 0.06862657]
[-0.73819476]
[ 3.13719727]
[-1.08626603]
[ 0.76742618]
[ 3.31937261]
[-0.94438899]
[-0.3487202]
[ 0.24723785]
[-0.71658338]
[-0.40295909]
[-0.65211043]
[ 0.83962618]
[ 2.07070785]
[-0.54492145]
[-0.12654117]
[-0.2033125]
[ 4.21813046]
[-0.71478559]
[ 0.62576409]
[-0.78745298]
[ 3.12750866]
[ 1.1778042]
[-0.98010434]
[-0.54907615]
[ 0.77890967]
[-0.99221699]
[ 0.01050464]
[ 1.75148157]
[ 0.03544321]
[-0.02860034]
[ 1.4809644]
[ 2.47143687]
[-0.43782693]
[-0.19730106]
[-0.49787876]
[-0.65398114]
[ 0.16216076]
[ 1.54455823]
[-0.40591161]
[ 0.97714559]
[ 2.16515852]
[-0.22303301]
[-0.75301634]
[-0.37195513]
[ 3.69675081]
[-0.40534695]
[-0.71919665]
[-0.46009604]
[ 1.68606604]
[-1.01599326]
[-0.38196468]
[-0.4333824]
[-0.15226175]
[-0.86655254]
[-0.60192296]
[-1.00090416]
[-0.52177816]
[-0.56553112]
[ 0.37926722]
[-0.81605956]
[ 0.19464381]
[ 1.8214595]
[-0.39985256]
[-0.85746637]
[-0.88674402]
[-0.83943754]
[-0.88585981]
[ 0.84656167]
[-0.76950441]
[ 2.57898591]
[-0.67528222]
[-0.60775421]
[-0.59382378]
[ 0.08921137]
[-0.42834065]
[-0.92757222]
[-0.71802588]
[-0.55584772]
[-0.90223167]
[-1.04470473]
[-0.98860884]
[-0.3022214]
[-0.92797141]
[ 0.07268729]
[-0.25812568]
[-0.59190104]
[-0.75890717]
[ 0.56008914]
[-0.85392999]
[-0.31525041]
[ 0.32958258]
[ 0.6152274]
[-0.59230413]
[-0.4195015]
[-0.32803408]
[-0.51210979]
[-0.92255212]
[ 1.32419472]
[-0.19254358]
[-0.3551517]
[-0.76987228]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
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15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
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15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
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15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
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16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
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   -1.19464376e-01   9.17820061e-02   1.31844073e-01   1.67071664e-01
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    3.08418902e-02  -3.24778326e-04]
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final_inputs_run [[-0.06230875]
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 ..., 
 [ 0.00084769]
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final_outputs_run [[-0.06230875]
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 ..., 
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Progress: 0.1% ... Training loss: 0.918 ... Validation loss: 1.340[-0.88436551]
[-0.61366658]
[-1.04357294]
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[ 0.37678686]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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15433         0         1             0    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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    2.94824503e-01  -1.22107197e-01  -1.92994266e-01   3.78013100e-02
   -2.41618936e-01   3.67844246e-03]
 [ -1.63471050e-01   5.22111506e-02   1.16973985e-02  -1.49541405e-01
   -9.26160633e-03  -3.07315950e-02   4.49257273e-02   7.77002290e-02
   -1.81103558e-01   1.34152107e-01]
 [  2.54210583e-01  -2.15291345e-01  -8.69408936e-02   7.78941694e-02
    1.56649098e-01   4.19005913e-02  -5.65894523e-02  -6.10866371e-02
    2.54151115e-01   2.43884164e-02]
 [ -1.13691257e-01   1.38802775e-01  -3.48047509e-02   6.78045653e-03
    1.74155048e-01  -1.04827310e-01  -1.53610389e-02  -1.62204124e-02
    4.80128928e-02   1.17716731e-01]
 [  5.26122863e-02   1.24207180e-01   2.83696480e-03  -3.10035103e-02
    1.43892174e-01  -5.24639294e-02  -2.73723374e-01   2.66810221e-01
   -1.37620935e-01  -5.50979813e-02]
 [ -1.59189377e-02   3.04964257e-01  -1.30253250e-01   5.09709471e-02
    4.10403645e-02  -4.30075642e-02  -7.33654654e-02  -2.71251842e-01
   -8.32794814e-02  -1.15408069e-01]
 [ -6.72861999e-02   1.45264590e-01  -9.53705213e-02  -2.94608318e-01
   -1.72738551e-01  -3.09346688e-01   4.65580798e-02  -8.35680393e-02
   -8.54439844e-02  -1.74417341e-01]
 [  1.05433611e-01   3.94759244e-02  -9.01504152e-02  -7.08472086e-02
   -1.68730422e-01  -1.67999831e-02   8.36925901e-02   2.54116308e-02
   -5.06332132e-03   1.30554729e-01]
 [ -1.82398952e-01  -1.18804015e-02   1.23520638e-02   1.08634600e-01
   -1.73646706e-01   9.16027160e-02   6.58173146e-02   2.02478766e-01
    1.33111544e-01  -8.32916269e-03]
 [ -1.59032388e-01   1.39527904e-01   2.49526308e-01  -2.07305603e-02
    1.29235933e-01   3.29382874e-02   1.03884934e-01  -1.30811579e-01
    1.97431012e-01  -7.32844689e-02]
 [  2.08411571e-01  -6.44144424e-02  -2.19825739e-02  -2.13430143e-01
    3.30375441e-02   1.56921949e-01  -3.43411257e-02  -3.02894070e-02
    1.05555286e-01   7.75429381e-02]
 [  6.72003568e-02   5.37327525e-02  -2.87991263e-01  -2.01971935e-01
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   -9.62064833e-03  -4.76073635e-02]
 [ -1.41393489e-01   1.11030094e-01  -2.43245918e-01   7.71897256e-02
    1.81324260e-01  -5.55389360e-02   7.01171350e-02  -1.05097061e-01
    2.09723290e-01   2.08970627e-01]
 [  1.18414030e-01   1.99201790e-01   2.41914601e-02  -4.90115091e-02
    7.58998873e-03   2.15131534e-01  -4.81333326e-02  -2.23702899e-01
   -8.72977989e-02   1.66308251e-01]
 [ -2.00603779e-02  -3.38786226e-02  -1.35998486e-03  -1.54020831e-01
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    1.16079032e-01   6.43723172e-02]
 [  5.48162145e-02  -3.52463707e-02  -1.48159158e-01  -2.64252568e-01
   -7.77285664e-02   1.26979263e-01   1.23351556e-01  -4.56019407e-03
    2.47210615e-01   3.20186768e-02]
 [ -7.41073503e-02  -1.04649799e-01  -1.22924196e-01   1.21633999e-01
    2.30415070e-02  -5.10444684e-02  -4.87770155e-02   1.32437733e-01
   -8.94413999e-02   1.64450047e-01]
 [  1.10915756e-01   1.50320923e-01  -2.62989397e-02   1.85010078e-01
   -2.72990779e-02  -6.65607028e-02  -8.79723856e-02   1.77033811e-01
    1.12306877e-01   2.61393493e-01]
 [ -2.65560227e-01   6.51783063e-03  -1.25344457e-01   5.18295375e-02
   -2.76011049e-02  -1.46674553e-01  -1.85748848e-01   7.78905432e-02
    1.24262492e-01  -2.89744082e-01]
 [  2.29074657e-02  -8.48934653e-02  -3.37739917e-02  -1.48207543e-01
    2.74741414e-02  -9.76201622e-02   5.20860793e-02   1.85176547e-02
   -1.76489802e-01   4.22673612e-02]
 [  6.32621438e-02  -1.98688318e-01   9.75362858e-03  -1.55465040e-01
   -1.38817958e-01  -1.03997450e-01   1.50203600e-01  -6.49058980e-02
   -1.07709917e-01   3.28142582e-02]
 [ -6.53520156e-02   7.20497413e-02  -7.24558548e-02   8.95434395e-03
    9.69644358e-02   5.65370667e-02   2.11705007e-02   1.70457142e-01
    2.69980066e-01  -5.41013288e-02]
 [ -1.19325844e-01  -1.77340798e-01  -4.50792264e-02  -1.83279971e-01
    2.62508858e-01   2.98158087e-03   1.66599907e-01  -5.93054705e-03
   -6.32046943e-02  -5.94315574e-02]
 [ -1.86067861e-01  -2.12465600e-01  -1.51800889e-01   7.29468962e-02
   -9.73825325e-02  -2.10294503e-02  -1.07250424e-01   4.58385407e-02
   -1.62632378e-01  -1.72819645e-01]
 [  2.19655386e-01   2.51283856e-01  -1.42425072e-02  -1.04532717e-02
   -6.25175316e-02   7.33086823e-02  -4.61558276e-02  -1.06979299e-01
   -8.60243383e-03  -1.84595217e-02]
 [  3.44582313e-02   1.13313602e-02  -2.10357449e-01   9.60980250e-02
    1.64817417e-01  -6.40141882e-02   1.67448325e-01   2.61976690e-02
   -1.24420806e-02  -1.77489916e-01]
 [  2.61374617e-02   1.70193114e-01   1.48322715e-01  -3.70803146e-02
   -2.34540637e-01  -1.63720903e-02  -1.48488561e-02   7.48332568e-02
   -1.53799887e-01  -3.67479550e-02]
 [  1.45693210e-01   3.20728813e-02  -2.57522690e-02  -8.02042052e-02
   -1.49908355e-01   6.96254486e-02  -8.74291040e-02   5.03544360e-02
    2.06703620e-02   5.60262810e-02]
 [ -1.37634083e-01   1.70178946e-01   1.15708110e-01   4.81563418e-02
    1.42179999e-01  -1.51244323e-01  -1.46981747e-01  -1.41526994e-01
   -4.39647538e-05   1.46586188e-01]
 [  1.84745026e-01   2.39241210e-01   7.90675782e-02   1.34015019e-01
   -8.68632417e-02  -2.50946586e-01  -7.39347202e-02  -9.48250351e-02
   -1.13853906e-01   1.58919948e-01]
 [  2.93770453e-02  -1.60001319e-01   8.70364952e-02   1.94264466e-01
   -3.23725509e-02  -1.62560360e-02  -1.00046877e-01   4.49411925e-02
    1.27225073e-01  -1.67429575e-01]
 [  1.06603943e-01   6.92781849e-02   6.78388262e-02  -2.84099082e-02
   -2.67218069e-01   2.41713861e-01   4.84405980e-02   4.81637664e-02
    1.39469145e-01  -2.88527325e-01]
 [  3.37271254e-01  -7.36819264e-02  -9.52424646e-02  -1.86527621e-01
    1.82899499e-01  -4.05200769e-02  -1.35379099e-02   1.13920914e-01
    1.24727287e-01  -1.66603370e-01]
 [ -1.17888491e-01  -4.51996566e-02  -7.09035333e-02   7.17046599e-02
    1.34389028e-01  -1.24559544e-01  -7.68345622e-02   8.37916498e-02
    3.34678505e-01  -1.44511638e-01]
 [  2.87327061e-01   3.80407580e-02  -1.56355146e-01   2.10844909e-01
    9.30306154e-02  -1.27364401e-01  -6.81918688e-02  -1.23724115e-01
    2.14934875e-02  -3.02343733e-02]
 [ -2.73007068e-01  -1.65208926e-01   2.59083362e-01   7.21260382e-03
   -1.19373840e-01   9.17724941e-02   1.31792939e-01   1.67095216e-01
   -1.42579502e-02  -7.43009717e-02]
 [  1.04769311e-01  -4.82786829e-03   2.55970974e-01  -2.36892622e-01
    3.32567722e-02   8.30829264e-02   9.59979836e-02   1.77986389e-01
    9.27439907e-02  -1.10135051e-01]
 [  1.18380515e-01   7.56103218e-02  -8.24900140e-02  -1.21719841e-01
   -1.48304695e-01   1.92027304e-01   5.66366310e-02  -1.82395860e-01
   -1.08586419e-01  -6.24118658e-03]
 [ -2.13453790e-01   8.93416915e-02  -1.57364285e-01  -1.06773404e-01
   -1.97124946e-01   4.70103620e-02   1.43358481e-01   1.28084899e-01
    3.08266380e-02  -1.50617190e-04]
 [  1.42431035e-02   7.31784821e-02   7.30999953e-03   4.71074102e-02
   -1.94175743e-02   1.54808397e-01  -3.00059826e-01  -4.61858729e-02
   -3.57362422e-02  -1.73497921e-01]
 [  2.33620605e-02   8.23046523e-03   1.97640780e-01  -1.46058975e-01
   -5.03451714e-02  -1.92079528e-01   1.43003147e-01  -2.02044012e-01
    1.68514261e-02   1.58405354e-01]
 [  8.75500383e-03   2.29520783e-01   4.02263121e-01   1.92062020e-01
    1.53603917e-01   2.42097442e-02   1.01280639e-01  -6.90849236e-02
    1.49191693e-01  -5.15277266e-02]
 [  5.15529797e-02   4.43445093e-02   1.18894566e-02   1.02355600e-01
   -1.10924644e-01  -1.00823354e-01   1.10810932e-01  -1.66392857e-01
    5.20074104e-02   1.32641514e-01]
 [ -7.47625407e-02   1.90733961e-01   2.90229675e-01  -1.30261293e-01
    1.80244582e-02  -4.13638763e-02  -2.94890094e-02   1.06835788e-01
   -2.41923388e-01  -9.24714578e-03]
 [ -9.00886870e-02   1.10715441e-03   1.97563436e-01  -3.33108791e-02
   -8.77138063e-02  -1.21619405e-01  -1.59013990e-01  -1.42837442e-01
   -2.18316208e-01   1.77143455e-02]
 [  9.97023229e-02  -2.84234673e-01   7.45470068e-02   8.36822707e-02
    6.16020451e-02   1.54381063e-01   1.90952569e-01   2.25632669e-02
   -1.09229921e-01   1.85851037e-01]]
final_inputs_run [[-0.32917533]
 [-0.31382947]
 [-0.33553551]
 ..., 
 [-0.1159939 ]
 [-0.07160212]
 [-0.10467418]]
final_outputs_run [[-0.32917533]
 [-0.31382947]
 [-0.33553551]
 ..., 
 [-0.1159939 ]
 [-0.07160212]
 [-0.10467418]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
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Progress: 0.1% ... Training loss: 0.920 ... Validation loss: 1.370[-0.86668241]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
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15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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2             0         0             1    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
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15449         0         1             1    ...          0      1      0   
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15464         0         1             1    ...          0      0      0   
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16852         0         1             0    ...          0      0      1   
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16858         0         1             0    ...          0      0      0   
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16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
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16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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15436          0          0          0          1          0          0   
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16845          1          0          0          0          0          0   
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16874          0          1          0          0          0          0   

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final_inputs_run [[-0.16058786]
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 ..., 
 [-0.09729448]
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final_outputs_run [[-0.16058786]
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 ..., 
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Progress: 0.1% ... Training loss: 0.926 ... Validation loss: 1.404[-0.42625138]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
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final_inputs_run [[-0.30367508]
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 ..., 
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final_outputs_run [[-0.30367508]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
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15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
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16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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[1440 rows x 56 columns]
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    3.08155567e-01  -8.75009846e-02   1.30776596e-01   4.06562949e-02
   -9.62196158e-03  -4.88156047e-02]
 [ -1.41184737e-01   1.11085366e-01  -2.43302551e-01   7.73527174e-02
    1.80748936e-01  -5.54853301e-02   7.03650537e-02  -1.05190712e-01
    2.09726306e-01   2.09055552e-01]
 [  1.18737886e-01   1.99288091e-01   2.39965251e-02  -4.87192035e-02
    6.85984460e-03   2.15213999e-01  -4.76992685e-02  -2.23893556e-01
   -8.73078051e-02   1.66499427e-01]
 [ -2.02765743e-02  -3.39471807e-02  -1.25854472e-03  -1.54215698e-01
    2.17761727e-01   2.40479651e-02   2.48566868e-02  -1.24162159e-01
    1.16074115e-01   6.42297082e-02]
 [  5.52873820e-02  -3.50916885e-02  -1.48430267e-01  -2.63817394e-01
   -7.87678953e-02   1.27116961e-01   1.23958671e-01  -4.82482684e-03
    2.47210489e-01   3.23400453e-02]
 [ -7.33122287e-02  -1.04397309e-01  -1.23358878e-01   1.22362886e-01
    2.13522029e-02  -5.08152373e-02  -4.77741458e-02   1.32004820e-01
   -8.94430465e-02   1.64969130e-01]
 [  1.11860477e-01   1.50601092e-01  -2.68428914e-02   1.85873786e-01
   -2.93670720e-02  -6.63026716e-02  -8.67539956e-02   1.76494978e-01
    1.12292871e-01   2.61988930e-01]
 [ -2.64355715e-01   6.90384503e-03  -1.25972693e-01   5.29243896e-02
   -3.01196574e-02  -1.46319966e-01  -1.84212880e-01   7.72528146e-02
    1.24270384e-01  -2.88950918e-01]
 [  2.42602086e-02  -8.44769024e-02  -3.45362385e-02  -1.47001819e-01
    2.47340701e-02  -9.72455266e-02   5.37766499e-02   1.77709235e-02
   -1.76501666e-01   4.31523720e-02]
 [  6.43018464e-02  -1.98364227e-01   9.19864573e-03  -1.54520852e-01
   -1.41026991e-01  -1.03706581e-01   1.51516023e-01  -6.54725565e-02
   -1.07714885e-01   3.34866351e-02]
 [ -6.47648333e-02   7.22307826e-02  -7.27814055e-02   9.48608270e-03
    9.57562617e-02   5.67070262e-02   2.19087662e-02   1.70148372e-01
    2.69981615e-01  -5.37162374e-02]
 [ -1.19138567e-01  -1.77288359e-01  -4.51854820e-02  -1.83105013e-01
    2.62056613e-01   3.03459102e-03   1.66860729e-01  -6.04483741e-03
   -6.32112045e-02  -5.93102080e-02]
 [ -1.87126402e-01  -2.12822904e-01  -1.51218790e-01   7.19658969e-02
   -9.51838418e-02  -2.13509211e-02  -1.08620118e-01   4.64086606e-02
   -1.62642421e-01  -1.73539580e-01]
 [  2.19112811e-01   2.51124228e-01  -1.39498282e-02  -1.09343690e-02
   -6.14543702e-02   7.31575887e-02  -4.68338512e-02  -1.06696719e-01
   -8.60179979e-03  -1.88088158e-02]
 [  3.44200465e-02   1.13180914e-02  -2.10342326e-01   9.60749331e-02
    1.64881371e-01  -6.40210547e-02   1.67404320e-01   2.62176640e-02
   -1.24405811e-02  -1.77510601e-01]
 [  2.58425032e-02   1.70096145e-01   1.48485837e-01  -3.73550153e-02
   -2.33904829e-01  -1.64595066e-02  -1.52342703e-02   7.49935550e-02
   -1.53801396e-01  -3.69468908e-02]
 [  1.44932447e-01   3.18398743e-02  -2.53503408e-02  -8.08667146e-02
   -1.48353675e-01   6.94063467e-02  -8.83096490e-02   5.07384842e-02
    2.06591331e-02   5.55190625e-02]
 [ -1.38345978e-01   1.69952620e-01   1.16107419e-01   4.75003792e-02
    1.43621813e-01  -1.51456649e-01  -1.47864788e-01  -1.41148935e-01
   -4.93272978e-05   1.46101425e-01]
 [  1.84492448e-01   2.39169011e-01   7.92127860e-02   1.33798315e-01
   -8.64591013e-02  -2.50998992e-01  -7.41875112e-02  -9.46816054e-02
   -1.13843426e-01   1.58758321e-01]
 [  2.92536552e-02  -1.60029948e-01   8.71022866e-02   1.94159828e-01
   -3.22503032e-02  -1.62960897e-02  -1.00170618e-01   4.49964733e-02
    1.27218768e-01  -1.67510873e-01]
 [  1.06262013e-01   6.91596670e-02   6.80214058e-02  -2.87351664e-02
   -2.66462957e-01   2.41606738e-01   4.80242277e-02   4.83542001e-02
    1.39466533e-01  -2.88744506e-01]
 [  3.36500748e-01  -7.39188013e-02  -9.48197230e-02  -1.87185039e-01
    1.84371593e-01  -4.07284558e-02  -1.44826310e-02   1.14356047e-01
    1.24737334e-01  -1.67101103e-01]
 [ -1.20383405e-01  -4.60440534e-02  -6.94479457e-02   6.93067034e-02
    1.39181192e-01  -1.25319222e-01  -8.00594429e-02   8.51973739e-02
    3.34663740e-01  -1.46242113e-01]
 [  2.86495646e-01   3.77749083e-02  -1.55927339e-01   2.10093355e-01
    9.44802543e-02  -1.27602308e-01  -6.92111235e-02  -1.23285754e-01
    2.14882044e-02  -3.07695965e-02]
 [ -2.73355115e-01  -1.65325950e-01   2.59286275e-01   6.86686217e-03
   -1.18571267e-01   9.16621959e-02   1.31365686e-01   1.67304919e-01
   -1.42553323e-02  -7.45518254e-02]
 [  1.04990267e-01  -4.76610411e-03   2.55853817e-01  -2.36701736e-01
    3.27809338e-02   8.31421983e-02   9.62834012e-02   1.77860451e-01
    9.27374931e-02  -1.09996057e-01]
 [  1.18402231e-01   7.56099554e-02  -8.25062198e-02  -1.21699437e-01
   -1.48372390e-01   1.92030490e-01   5.66793086e-02  -1.82408828e-01
   -1.08588709e-01  -6.22723774e-03]
 [ -2.12993352e-01   8.94878494e-02  -1.57621128e-01  -1.06353018e-01
   -1.98088349e-01   4.71440179e-02   1.43943644e-01   1.27833773e-01
    3.08251466e-02   1.55882781e-04]
 [  1.42989843e-02   7.31610488e-02   7.26476486e-03   4.71386699e-02
   -1.96400874e-02   1.54787995e-01  -3.00044820e-01  -4.62404804e-02
   -3.57621258e-02  -1.73492999e-01]
 [  2.41524407e-02   8.46697618e-03   1.97211842e-01  -1.45352465e-01
   -5.20379641e-02  -1.91858243e-01   1.44044060e-01  -2.02469434e-01
    1.68447585e-02   1.58883079e-01]
 [  7.79001985e-03   2.29161377e-01   4.02826845e-01   1.91098629e-01
    1.55154534e-01   2.38928989e-02   1.00085289e-01  -6.85358981e-02
    1.49179790e-01  -5.21953267e-02]
 [  5.10877197e-02   4.41887464e-02   1.22001653e-02   1.01914458e-01
   -1.10089634e-01  -1.00936139e-01   1.10273820e-01  -1.66103509e-01
    5.20189433e-02   1.32314858e-01]
 [ -7.51873988e-02   1.90572225e-01   2.90459828e-01  -1.30687123e-01
    1.87597618e-02  -4.15060086e-02  -3.00251968e-02   1.07045220e-01
   -2.41944260e-01  -9.55233089e-03]
 [ -9.01170928e-02   1.09253440e-03   1.97582978e-01  -3.33427443e-02
   -8.77583789e-02  -1.21631687e-01  -1.59076329e-01  -1.42815197e-01
   -2.18318878e-01   1.76791598e-02]
 [  9.94554078e-02  -2.84277175e-01   7.46367208e-02   8.35400022e-02
    6.17654303e-02   1.54314239e-01   1.90857586e-01   2.26458235e-02
   -1.09245246e-01   1.85700117e-01]]
final_inputs_run [[-0.06622324]
 [-0.04374111]
 [ 0.00583755]
 ..., 
 [ 0.00028855]
 [-0.00442683]
 [ 0.05126836]]
final_outputs_run [[-0.06622324]
 [-0.04374111]
 [ 0.00583755]
 ..., 
 [ 0.00028855]
 [-0.00442683]
 [ 0.05126836]]
Progress: 0.1% ... Training loss: 0.902 ... Validation loss: 1.333[-0.0099364]
[-0.77115548]
[-0.83250636]
[ 0.04342737]
[-0.60727168]
[-0.61793733]
[-0.63943268]
[ 1.83365897]
[-0.3888595]
[-0.01130174]
[ 1.85135256]
[ 3.094548]
[-0.14260703]
[-0.68656045]
[-0.82351799]
[ 0.46752125]
[-0.93758433]
[-0.62171644]
[-0.85687492]
[-0.07684633]
[ 0.36994508]
[ 0.10791975]
[ 0.15755279]
[-0.95266363]
[-0.78309035]
[ 1.53895757]
[-0.84722643]
[-0.7133489]
[-0.87177658]
[ 0.84709585]
[-0.60536449]
[ 1.98749311]
[-0.7418556]
[ 1.51354785]
[-0.0621864]
[ 0.96850525]
[-0.54345643]
[ 0.23260274]
[ 1.63895296]
[-0.53944331]
[-0.33418952]
[-0.52708942]
[ 0.11000793]
[ 1.82927974]
[ 0.14695715]
[-0.71703183]
[-0.88938271]
[ 0.30938611]
[ 0.19536789]
[-0.20058698]
[ 1.08780774]
[ 1.12536844]
[-0.86191213]
[-0.19493298]
[ 2.65458731]
[ 0.57451514]
[-0.85871719]
[-0.83057267]
[ 4.18906341]
[ 0.80843666]
[-0.66730407]
[-0.93655334]
[-0.35530147]
[ 1.23524698]
[-0.92370117]
[-0.53667304]
[ 3.40169744]
[-0.1134259]
[ 3.07399057]
[ 0.93967041]
[-0.92063578]
[ 0.03134777]
[-0.77033226]
[-0.81131974]
[ 2.02803934]
[-0.16040047]
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[ 0.18162277]
[ 2.03290287]
[-0.47167187]
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[ 1.53051136]
[ 1.27271399]
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[ 0.14447251]
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[ 0.34342445]
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[ 0.32464374]
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[ 1.45638483]
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[ 2.27425851]
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[ 0.36072712]
[ 0.94745214]
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[ 0.08502833]
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[ 0.73253543]
[ 0.33411626]
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[ 0.88781425]
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[ 0.50551045]
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[-0.83876758]
[-0.22441343]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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1              0          0          0          0          0          0   
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15444   1        0  0.431110 -1.022283   0.276298         0         0   
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15446   1        0  0.327244 -0.866786   3.204199         0         0   
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    1.27220770e-01  -1.67526323e-01]
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    1.39480409e-01  -2.88898349e-01]
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    1.86533057e-01  -4.10267869e-02  -1.57640316e-02   1.15027490e-01
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    1.41452434e-01  -1.25624047e-01  -8.14266110e-02   8.59354744e-02
    3.34727107e-01  -1.46985974e-01]
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    9.42158345e-02  -1.27573511e-01  -6.90889471e-02  -1.23347521e-01
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   -1.17918839e-01   9.15815380e-02   1.31046510e-01   1.67482294e-01
   -1.42398734e-02  -7.47421077e-02]
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    3.26025511e-02   8.31622520e-02   9.63718110e-02   1.77818941e-01
    9.27336334e-02  -1.09947700e-01]
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   -1.48423812e-01   1.92036559e-01   5.67046541e-02  -1.82422551e-01
   -1.08589925e-01  -6.21251975e-03]
 [ -2.12759666e-01   8.95481615e-02  -1.57768709e-01  -1.06152987e-01
   -1.98620264e-01   4.72072809e-02   1.44226509e-01   1.27697017e-01
    3.08129025e-02   3.08205453e-04]
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   -1.92307384e-02   1.54724173e-01  -3.00330659e-01  -4.61027619e-02
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    1.68682510e-02   1.58602593e-01]
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    1.54906917e-01   2.38812431e-02   1.00131553e-01  -6.85038523e-02
    1.49180488e-01  -5.22015902e-02]
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    6.17835681e-02   1.54293164e-01   1.90856354e-01   2.26926245e-02
   -1.09240557e-01   1.85656245e-01]]
final_inputs_run [[-0.02879779]
 [-0.00016696]
 [ 0.05313831]
 ..., 
 [ 0.04003305]
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final_outputs_run [[-0.02879779]
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 ..., 
 [ 0.04003305]
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Progress: 0.1% ... Training loss: 0.890 ... Validation loss: 1.305[ 0.14290905]
[ 0.24102043]
[ 3.37755814]
[-0.92488475]
[ 0.06498308]
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[ 0.52714424]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
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15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
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15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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1              1  
2              1  
3              1  
4              1  
5              1  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -1.97294272e-01  -8.32574681e-02  -1.77655256e-02  -2.30915251e-02
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 [ -2.32765274e-01   3.98149483e-02   1.10396799e-01  -5.39487307e-02
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   -1.42636340e-01  -3.44089566e-02]
 [  3.08936658e-01  -2.11670530e-02   1.00902501e-01  -1.94900145e-01
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 [ -2.28666391e-02  -2.35723997e-02  -4.12644408e-02   2.06346537e-01
   -8.75746954e-02  -2.59764881e-01   4.47416893e-02  -7.16859043e-02
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 [  1.95883173e-01   7.12971768e-02   1.02355427e-01   6.07157736e-02
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 [  5.50003133e-02   1.24933971e-01   1.45211523e-03  -2.88793191e-02
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   -1.37704159e-01  -5.35312101e-02]
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   -8.32802116e-02  -1.15337176e-01]
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   -8.54129643e-02  -1.74601829e-01]
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    1.24219388e-01  -2.88501932e-01]
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   -1.76563028e-01   4.37051339e-02]
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   -1.43886303e-01  -1.03367138e-01   1.52990536e-01  -6.62313042e-02
   -1.07798215e-01   3.43002415e-02]
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   -6.32394050e-02  -5.91215570e-02]
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   -9.48026472e-02  -2.13966729e-02  -1.08826586e-01   4.65215433e-02
   -1.62628776e-01  -1.73656538e-01]
 [  2.19011964e-01   2.51095611e-01  -1.38882114e-02  -1.10231040e-02
   -6.12526026e-02   7.31294273e-02  -4.69514835e-02  -1.06638308e-01
   -8.59715775e-03  -1.88730740e-02]
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   -1.24442995e-02  -1.77524018e-01]
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   -2.33828850e-01  -1.64689588e-02  -1.52867702e-02   7.50138639e-02
   -1.53800960e-01  -3.69718681e-02]
 [  1.44375469e-01   3.16893833e-02  -2.50067503e-02  -8.13408950e-02
   -1.47137483e-01   6.92531714e-02  -8.89283025e-02   5.10645950e-02
    2.06872334e-02   5.51593860e-02]
 [ -1.38800705e-01   1.69810969e-01   1.16414001e-01   4.70790002e-02
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   -1.76025034e-05   1.45791397e-01]
 [  1.84372482e-01   2.39126410e-01   7.92941969e-02   1.33689139e-01
   -8.61739540e-02  -2.51033041e-01  -7.43267000e-02  -9.45983618e-02
   -1.13828154e-01   1.58669980e-01]
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   -3.23747416e-02  -1.62887303e-02  -1.00107525e-01   4.49740057e-02
    1.27215203e-01  -1.67485047e-01]
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   -2.65237081e-01   2.41445148e-01   4.73296644e-02   4.87195259e-02
    1.39510503e-01  -2.89089386e-01]
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    3.34847918e-01  -1.47895931e-01]
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    9.47407935e-02  -1.27638677e-01  -6.93605746e-02  -1.23191936e-01
    2.15050107e-02  -3.08619035e-02]
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   -1.18028626e-01   9.15943122e-02   1.31115141e-01   1.67451089e-01
   -1.42443526e-02  -7.47121757e-02]
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    3.22999663e-02   8.31983794e-02   9.65309225e-02   1.77734745e-01
    9.27215959e-02  -1.09860467e-01]
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   -1.49064006e-01   1.92110585e-01   5.70354026e-02  -1.82593770e-01
   -1.08614983e-01  -6.03530362e-03]
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   -1.99024515e-01   4.72541398e-02   1.44422097e-01   1.27587405e-01
    3.07973798e-02   4.21852344e-04]
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   -1.95157194e-02   1.54758881e-01  -3.00219852e-01  -4.61773773e-02
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    1.68988573e-02   1.58395048e-01]
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    1.53489736e-01   2.40321036e-02   1.00798640e-01  -6.88601114e-02
    1.49128061e-01  -5.18077783e-02]
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   -8.62388076e-02  -1.21801035e-01  -1.59947698e-01  -1.42385774e-01
   -2.18282204e-01   1.72150572e-02]
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    6.06569062e-02   1.54407236e-01   1.91372493e-01   2.24199453e-02
   -1.09279752e-01   1.85942843e-01]]
final_inputs_run [[-0.30553258]
 [-0.2925536 ]
 [-0.31396016]
 ..., 
 [-0.07079351]
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final_outputs_run [[-0.30553258]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
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 ..., 
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 [ 0.01515428]
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final_outputs_run [[-0.04447726]
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 ..., 
 [ 0.02597497]
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Progress: 0.1% ... Training loss: 0.884 ... Validation loss: 1.309[-0.56241698]
[-0.67947307]
[ 0.25259184]
[ 3.15838709]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
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26            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15407         0         1             0    ...          0      0      0   
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15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
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14             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
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...          ...  
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[15435 rows x 56 columns]
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    1.81593467e-01  -5.56074606e-02   6.98828027e-02  -1.04924599e-01
    2.09759507e-01   2.08761910e-01]
 [  1.18920134e-01   1.99335824e-01   2.38920306e-02  -4.85706645e-02
    6.44934857e-03   2.15261553e-01  -4.74960389e-02  -2.23997494e-01
   -8.73171642e-02   1.66601399e-01]
 [ -1.89270201e-02  -3.35414938e-02  -2.12874949e-03  -1.53044784e-01
    2.14671857e-01   2.44199213e-02   2.64437277e-02  -1.24982593e-01
    1.15983731e-01   6.50985531e-02]
 [  5.58855227e-02  -3.49148806e-02  -1.48814080e-01  -2.63312206e-01
   -8.00840848e-02   1.27279193e-01   1.24638021e-01  -5.18670630e-03
    2.47164116e-01   3.27266199e-02]
 [ -7.20933108e-02  -1.04030248e-01  -1.24143006e-01   1.23427981e-01
    1.85287099e-02  -5.04818906e-02  -4.63678942e-02   1.31265785e-01
   -8.95276583e-02   1.65746297e-01]
 [  1.12991548e-01   1.50938192e-01  -2.75761648e-02   1.86873384e-01
   -3.19371117e-02  -6.59841151e-02  -8.54142063e-02   1.75799321e-01
    1.12211383e-01   2.62726763e-01]
 [ -2.63292594e-01   7.22687574e-03  -1.26666419e-01   5.38661729e-02
   -3.25310700e-02  -1.46023837e-01  -1.83022304e-01   7.65971625e-02
    1.24189285e-01  -2.88264619e-01]
 [  2.59342952e-02  -8.39618280e-02  -3.56137756e-02  -1.45551533e-01
    2.09569659e-02  -9.67780033e-02   5.56784998e-02   1.67490689e-02
   -1.76626468e-01   4.42452651e-02]
 [  6.59939078e-02  -1.97856433e-01   8.11802783e-03  -1.53057973e-01
   -1.44848742e-01  -1.03241247e-01   1.53464237e-01  -6.64945452e-02
   -1.07832917e-01   3.45797161e-02]
 [ -6.41519464e-02   7.24154027e-02  -7.31937470e-02   1.00393673e-02
    9.43000639e-02   5.68816672e-02   2.26301045e-02   1.69766585e-01
    2.69932296e-01  -5.33010845e-02]
 [ -1.18976377e-01  -1.77243706e-01  -4.52885219e-02  -1.82995427e-01
    2.61660803e-01   3.07275481e-03   1.67021379e-01  -6.15318066e-03
   -6.32286812e-02  -5.92042743e-02]
 [ -1.87804600e-01  -2.13056414e-01  -1.50735702e-01   7.13095037e-02
   -9.35728344e-02  -2.15652035e-02  -1.09474618e-01   4.68663929e-02
   -1.62584226e-01  -1.74021913e-01]
 [  2.18822944e-01   2.51032096e-01  -1.37626891e-02  -1.11888450e-02
   -6.08617468e-02   7.30706910e-02  -4.71689041e-02  -1.06521103e-01
   -8.58138421e-03  -1.89987772e-02]
 [  3.43657357e-02   1.12983632e-02  -2.10333502e-01   9.60264779e-02
    1.64957480e-01  -6.40353648e-02   1.67362704e-01   2.62445902e-02
   -1.24424646e-02  -1.77539921e-01]
 [  2.57511894e-02   1.70061176e-01   1.48544719e-01  -3.74341124e-02
   -2.33699729e-01  -1.64823333e-02  -1.53423966e-02   7.50473687e-02
   -1.53796653e-01  -3.70083894e-02]
 [  1.43995613e-01   3.15710579e-02  -2.47659623e-02  -8.16457818e-02
   -1.46370486e-01   6.91453870e-02  -8.93514939e-02   5.12885517e-02
    2.07174622e-02   5.49216387e-02]
 [ -1.38894837e-01   1.69779151e-01   1.16471598e-01   4.69953358e-02
    1.44770655e-01  -1.51606814e-01  -1.48504169e-01  -1.40796232e-01
   -9.47634196e-06   1.45730015e-01]
 [  1.84464715e-01   2.39157464e-01   7.92353452e-02   1.33771052e-01
   -8.63647381e-02  -2.51008401e-01  -7.42228452e-02  -9.46568756e-02
   -1.13835967e-01   1.58734510e-01]
 [  2.93747617e-02  -1.59981136e-01   8.70330575e-02   1.94268636e-01
   -3.25832358e-02  -1.62635559e-02  -1.00009913e-01   4.49195088e-02
    1.27207913e-01  -1.67425944e-01]
 [  1.05273029e-01   6.88542561e-02   6.86682520e-02  -2.95849325e-02
   -2.64389558e-01   2.41326426e-01   4.68717543e-02   4.89636744e-02
    1.39543622e-01  -2.89329152e-01]
 [  3.34077733e-01  -7.46152702e-02  -9.32734856e-02  -1.89195581e-01
    1.89209084e-01  -4.13711977e-02  -1.72107724e-02   1.15857160e-01
    1.24913249e-01  -1.68618127e-01]
 [ -1.23085649e-01  -4.68756621e-02  -6.75980748e-02   6.68920850e-02
    1.45172783e-01  -1.26028980e-01  -8.32506216e-02   8.69467040e-02
    3.34864938e-01  -1.48019054e-01]
 [  2.86104518e-01   3.76531866e-02  -1.55689650e-01   2.09762187e-01
    9.51844994e-02  -1.27707555e-01  -6.96193411e-02  -1.23044309e-01
    2.15246251e-02  -3.10208893e-02]
 [ -2.73703057e-01  -1.65444693e-01   2.59534794e-01   6.51581384e-03
   -1.17674740e-01   9.15497052e-02   1.30950668e-01   1.67540017e-01
   -1.42322723e-02  -7.48124328e-02]
 [  1.05067218e-01  -4.74674078e-03   2.55817622e-01  -2.36642049e-01
    3.26035188e-02   8.31609959e-02   9.63927776e-02   1.77816281e-01
    9.27325782e-02  -1.09947598e-01]
 [  1.18775387e-01   7.57215247e-02  -8.27570871e-02  -1.21368309e-01
   -1.49255482e-01   1.92131545e-01   5.71135454e-02  -1.82640496e-01
   -1.08621174e-01  -5.98397799e-03]
 [ -2.12420512e-01   8.96545193e-02  -1.57995166e-01  -1.05851224e-01
   -1.99412806e-01   4.73027081e-02   1.44610327e-01   1.27484010e-01
    3.07838792e-02   5.32370766e-04]
 [  1.41457153e-02   7.30996626e-02   7.36564832e-03   4.70537156e-02
   -1.95890609e-02   1.54728946e-01  -3.00352462e-01  -4.61325164e-02
   -3.57497066e-02  -1.73543132e-01]
 [  2.33955050e-02   8.24014411e-03   1.97721307e-01  -1.46003684e-01
   -5.06210965e-02  -1.92056617e-01   1.43192170e-01  -2.01955295e-01
    1.69030219e-02   1.58375551e-01]
 [  7.70718836e-03   2.29073264e-01   4.02870489e-01   1.90958800e-01
    1.54884655e-01   2.38328307e-02   1.00035202e-01  -6.84428640e-02
    1.49182625e-01  -5.22483436e-02]
 [  5.09350912e-02   4.41282255e-02   1.23761043e-02   1.01739070e-01
   -1.09621789e-01  -1.00983935e-01   1.10083216e-01  -1.65965001e-01
    5.20431071e-02   1.32167919e-01]
 [ -7.44041919e-02   1.90814024e-01   2.89984887e-01  -1.30027348e-01
    1.67951271e-02  -4.12545798e-02  -2.91013063e-02   1.06594281e-01
   -2.41996607e-01  -9.00028518e-03]
 [ -9.07289531e-02   9.13396073e-04   1.97971269e-01  -3.38584882e-02
   -8.64562062e-02  -1.21773884e-01  -1.59833235e-01  -1.42447508e-01
   -2.18289213e-01   1.72808625e-02]
 [  1.00245828e-01  -2.84008553e-01   7.41328463e-02   8.42295415e-02
    5.96866260e-02   1.54527898e-01   1.91858961e-01   2.21647127e-02
   -1.09312156e-01   1.86205788e-01]]
final_inputs_run [[-0.33393549]
 [-0.32136781]
 [-0.34385704]
 ..., 
 [-0.09021896]
 [-0.04168711]
 [-0.05849159]]
final_outputs_run [[-0.33393549]
 [-0.32136781]
 [-0.34385704]
 ..., 
 [-0.09021896]
 [-0.04168711]
 [-0.05849159]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
15442          0  
15443          0  
15444          0  
15445          0  
15446          0  
15447          0  
15448          0  
15449          0  
15450          0  
15451          0  
15452          0  
15453          0  
15454          0  
15455          0  
15456          0  
15457          0  
15458          0  
15459          0  
15460          0  
15461          0  
15462          0  
15463          0  
15464          0  
...          ...  
16845          0  
16846          0  
16847          0  
16848          0  
16849          0  
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Progress: 0.1% ... Training loss: 0.881 ... Validation loss: 1.317[-0.99357654]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
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16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
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15445         0         1             0    ...          0      0      0   
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15449         0         1             1    ...          0      1      0   
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16865         0         1             0    ...          0      0      0   
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16870         0         1             0    ...          0      0      0   
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16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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15436          0          0          0          1          0          0   
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 [ -6.68555992e-02   1.45398705e-01  -9.56109756e-02  -2.94222675e-01
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   -8.54669791e-02  -1.74086831e-01]
 [  1.01994475e-01   3.83567108e-02  -8.80599007e-02  -7.39568703e-02
   -1.60944414e-01  -1.77855538e-02   7.96154739e-02   2.73907063e-02
   -4.94920673e-03   1.28209179e-01]
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   -9.51801218e-03  -4.97805996e-02]
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    2.09743346e-01   2.08907104e-01]
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    5.97314563e-03   2.15320874e-01  -4.72740762e-02  -2.24116094e-01
   -8.73313027e-02   1.66734795e-01]
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    1.15973416e-01   6.51989183e-02]
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   -8.11111593e-02   1.27419989e-01   1.25137288e-01  -5.45223313e-03
    2.47134263e-01   3.30304757e-02]
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   -8.95403290e-02   1.65861737e-01]
 [  1.13310174e-01   1.51037268e-01  -2.77711111e-02   1.87139598e-01
   -3.26176152e-02  -6.58926693e-02  -8.50762037e-02   1.75624289e-01
    1.12190152e-01   2.62935301e-01]
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   -3.39423202e-02  -1.45843267e-01  -1.82334131e-01   7.62419230e-02
    1.24147462e-01  -2.87844490e-01]
 [  2.67326461e-02  -8.36954408e-02  -3.61232928e-02  -1.44867415e-01
    1.91331815e-02  -9.65448965e-02   5.65357770e-02   1.62890242e-02
   -1.76681319e-01   4.47812234e-02]
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   -1.45527926e-01  -1.03148348e-01   1.53793487e-01  -6.66727256e-02
   -1.07853480e-01   3.47896792e-02]
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    2.69919749e-01  -5.31781438e-02]
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   -1.62494018e-01  -1.74894888e-01]
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   -6.01042603e-02   7.29627634e-02  -4.75514148e-02  -1.06319285e-01
   -8.55825102e-03  -1.92397340e-02]
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    1.65235855e-01  -6.40863739e-02   1.67235113e-01   2.63380521e-02
   -1.24308830e-02  -1.77648773e-01]
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   -2.33436985e-01  -1.65125380e-02  -1.54685235e-02   7.51154609e-02
   -1.53788679e-01  -3.70855539e-02]
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   -1.45984981e-01   6.90949232e-02  -8.95394126e-02   5.13870496e-02
    2.07292541e-02   5.48061016e-02]
 [ -1.39357658e-01   1.69617537e-01   1.16765942e-01   4.65926883e-02
    1.45700429e-01  -1.51743908e-01  -1.49014773e-01  -1.40523976e-01
    2.24832791e-05   1.45406704e-01]
 [  1.84180498e-01   2.39064343e-01   7.94132155e-02   1.33538272e-01
   -8.57438483e-02  -2.51088686e-01  -7.45341619e-02  -9.45004511e-02
   -1.13817826e-01   1.58544946e-01]
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   -3.28649626e-02  -1.62282821e-02  -9.98833367e-02   4.48539547e-02
    1.27200118e-01  -1.67348473e-01]
 [  1.05273029e-01   6.88542561e-02   6.86682520e-02  -2.95849325e-02
   -2.64389558e-01   2.41326426e-01   4.68717543e-02   4.89636744e-02
    1.39543622e-01  -2.89329152e-01]
 [  3.33350757e-01  -7.48361057e-02  -9.28262435e-02  -1.89770902e-01
    1.90645029e-01  -4.15901507e-02  -1.79470144e-02   1.16271102e-01
    1.24961655e-01  -1.69081352e-01]
 [ -1.23570477e-01  -4.70548958e-02  -6.72564981e-02   6.64123971e-02
    1.46390552e-01  -1.26188817e-01  -8.38390633e-02   8.72672423e-02
    3.34903557e-01  -1.48384591e-01]
 [  2.86103842e-01   3.76531074e-02  -1.55689279e-01   2.09762298e-01
    9.51622478e-02  -1.27707471e-01  -6.96194663e-02  -1.23044312e-01
    2.15244901e-02  -3.10237878e-02]
 [ -2.73956109e-01  -1.65533843e-01   2.59688238e-01   6.28364457e-03
   -1.17067256e-01   9.14678969e-02   1.30674468e-01   1.67696901e-01
   -1.42139940e-02  -7.49858191e-02]
 [  1.04620421e-01  -4.89562756e-03   2.56091136e-01  -2.37009032e-01
    3.34336515e-02   8.30256906e-02   9.59236139e-02   1.78073250e-01
    9.27630557e-02  -1.10238184e-01]
 [  1.18862614e-01   7.57535936e-02  -8.28187009e-02  -1.21281103e-01
   -1.49474551e-01   1.92158162e-01   5.72200495e-02  -1.82695854e-01
   -1.08627658e-01  -5.91867777e-03]
 [ -2.12138487e-01   8.97479107e-02  -1.58170826e-01  -1.05612021e-01
   -2.00033845e-01   4.73848004e-02   1.44902748e-01   1.27323534e-01
    3.07651799e-02   7.17139420e-04]
 [  1.41426177e-02   7.30989947e-02   7.37758245e-03   4.70591696e-02
   -1.95916423e-02   1.54725168e-01  -3.00347475e-01  -4.61327889e-02
   -3.57487117e-02  -1.73540326e-01]
 [  2.33554160e-02   8.22213935e-03   1.97751566e-01  -1.46083142e-01
   -5.06154115e-02  -1.92079941e-01   1.43109457e-01  -2.01918580e-01
    1.69077176e-02   1.58342465e-01]
 [  7.49193598e-03   2.28977771e-01   4.03037411e-01   1.90759845e-01
    1.55521087e-01   2.37500623e-02   9.97334342e-02  -6.82928325e-02
    1.49201044e-01  -5.24180622e-02]
 [  5.09479676e-02   4.41332915e-02   1.23595881e-02   1.01759276e-01
   -1.09769590e-01  -1.00975496e-01   1.10135268e-01  -1.65978354e-01
    5.20417679e-02   1.32175285e-01]
 [ -7.52564583e-02   1.90517287e-01   2.90528514e-01  -1.30729771e-01
    1.85923214e-02  -4.15179875e-02  -3.00406168e-02   1.07109248e-01
   -2.41934632e-01  -9.56830001e-03]
 [ -9.07723028e-02   8.89675591e-04   1.98001528e-01  -3.39129857e-02
   -8.64568925e-02  -1.21792514e-01  -1.59899560e-01  -1.42403640e-01
   -2.18285068e-01   1.72248932e-02]
 [  9.99373337e-02  -2.84067670e-01   7.43170790e-02   8.40013748e-02
    6.01557073e-02   1.54443308e-01   1.91646629e-01   2.23136477e-02
   -1.09294673e-01   1.86009310e-01]]
final_inputs_run [[-0.00711095]
 [ 0.02990892]
 [ 0.08982519]
 ..., 
 [ 0.06466571]
 [ 0.05069733]
 [ 0.09527969]]
final_outputs_run [[-0.00711095]
 [ 0.02990892]
 [ 0.08982519]
 ..., 
 [ 0.06466571]
 [ 0.05069733]
 [ 0.09527969]]
Progress: 0.1% ... Training loss: 0.874 ... Validation loss: 1.283[-0.84752586]
[-0.45054546]
[ 0.20587593]
[-0.66785437]
[-0.12523195]
[-0.99096524]
[-0.52355673]
[-0.47058345]
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[ 1.06063888]
[ 0.5243577]
[ 0.27484423]
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[ 2.84046138]
[ 0.85177504]
[ 1.62978847]
[ 0.76561416]
[ 0.31924464]
[-0.18819113]
[-1.00499233]
[-0.5151903]
[ 1.37931914]
[-0.53821607]
[-0.69212851]
[-0.26770424]
[-0.18155706]
[-0.13118509]
[-0.75160397]
[-0.80658086]
[-0.49685936]
[ 1.39853995]
[-0.58041078]
[-0.48246685]
[ 3.39947658]
[ 0.3712659]
[-0.95199018]
[-0.14876553]
[-0.18495735]
[-0.72037007]
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[-0.63067686]
[-0.77332904]
[ 0.9969782]
[ 2.28428635]
[ 1.42503443]
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[ 3.06313175]
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[ 0.46356026]
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[ 2.15961694]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
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   -1.62412360e-01  -1.75414362e-01]
 [  2.18271584e-01   2.50849210e-01  -1.34082095e-02  -1.16649472e-02
   -5.97101781e-02   7.29072737e-02  -4.77658074e-02  -1.06194112e-01
   -8.53820162e-03  -1.93763779e-02]
 [  3.42007741e-02   1.12570419e-02  -2.10225192e-01   9.58846421e-02
    1.65235855e-01  -6.40863739e-02   1.67235113e-01   2.63380521e-02
   -1.24308830e-02  -1.77648773e-01]
 [  2.54632918e-02   1.69961820e-01   1.48751886e-01  -3.76942985e-02
   -2.32978427e-01  -1.65664823e-02  -1.56721311e-02   7.52360898e-02
   -1.53768653e-01  -3.72068301e-02]
 [  1.43567279e-01   3.14325543e-02  -2.44850629e-02  -8.20059995e-02
   -1.45373594e-01   6.90202087e-02  -8.98151517e-02   5.15485799e-02
    2.07566645e-02   5.46332092e-02]
 [ -1.39357658e-01   1.69617537e-01   1.16765942e-01   4.65926883e-02
    1.45700429e-01  -1.51743908e-01  -1.49014773e-01  -1.40523976e-01
    2.24832791e-05   1.45406704e-01]
 [  1.83742064e-01   2.38919425e-01   7.97322176e-02   1.33144895e-01
   -8.46722684e-02  -2.51210821e-01  -7.50337948e-02  -9.42104845e-02
   -1.13769130e-01   1.58242347e-01]
 [  2.95396804e-02  -1.59931489e-01   8.69297841e-02   1.94397042e-01
   -3.29542509e-02  -1.62146361e-02  -9.98495478e-02   4.48297486e-02
    1.27196277e-01  -1.67315093e-01]
 [  1.05128206e-01   6.88037508e-02   6.87695352e-02  -2.97188364e-02
   -2.64016440e-01   2.41279835e-01   4.67172560e-02   4.90646644e-02
    1.39560697e-01  -2.89425020e-01]
 [  3.31732236e-01  -7.53082975e-02  -9.17309465e-02  -1.91016607e-01
    1.93857553e-01  -4.20295289e-02  -1.95893994e-02   1.17270396e-01
    1.25129666e-01  -1.70105759e-01]
 [ -1.23977506e-01  -4.71834878e-02  -6.69833329e-02   6.60719161e-02
    1.47146099e-01  -1.26293548e-01  -8.42705542e-02   8.75192845e-02
    3.34946511e-01  -1.48653971e-01]
 [  2.86068684e-01   3.76427045e-02  -1.55671208e-01   2.09737685e-01
    9.52024241e-02  -1.27715970e-01  -6.96499282e-02  -1.23024766e-01
    2.15275474e-02  -3.10415343e-02]
 [ -2.73806868e-01  -1.65482920e-01   2.59578032e-01   6.41731050e-03
   -1.17441689e-01   9.15119152e-02   1.30838625e-01   1.67599776e-01
   -1.42303786e-02  -7.48856932e-02]
 [  1.04852689e-01  -4.82206335e-03   2.55940708e-01  -2.36820847e-01
    3.28762007e-02   8.30906298e-02   9.61661535e-02   1.77928343e-01
    9.27390212e-02  -1.10085876e-01]
 [  1.19077898e-01   7.58217875e-02  -8.29560668e-02  -1.21101435e-01
   -1.49999322e-01   1.92218190e-01   5.74567764e-02  -1.82832692e-01
   -1.08649866e-01  -5.77836011e-03]
 [ -2.11982869e-01   8.98003996e-02  -1.58281652e-01  -1.05470749e-01
   -2.00415099e-01   4.74303214e-02   1.45066676e-01   1.27219087e-01
    3.07484481e-02   8.28475594e-04]
 [  1.44453891e-02   7.31829731e-02   7.20179087e-03   4.72807204e-02
   -2.01597282e-02   1.54807986e-01  -3.00084741e-01  -4.62848074e-02
   -3.57716082e-02  -1.73350475e-01]
 [  2.32891211e-02   8.20901334e-03   1.97791090e-01  -1.46121152e-01
   -5.07856858e-02  -1.92079200e-01   1.43040014e-01  -2.01888905e-01
    1.69131273e-02   1.58309520e-01]
 [  7.37945353e-03   2.28934327e-01   4.03115908e-01   1.90627016e-01
    1.55465909e-01   2.37104045e-02   9.95910396e-02  -6.82131672e-02
    1.49219144e-01  -5.24972112e-02]
 [  5.18960013e-02   4.44245448e-02   1.17350384e-02   1.02553524e-01
   -1.11999681e-01  -1.00711630e-01   1.11131918e-01  -1.66573496e-01
    5.19423996e-02   1.32781504e-01]
 [ -7.55226333e-02   1.90428673e-01   2.90700974e-01  -1.30906950e-01
    1.91428094e-02  -4.15906022e-02  -3.03019727e-02   1.07289692e-01
   -2.41903093e-01  -9.71456988e-03]
 [ -9.12188631e-02   7.51959908e-04   1.98301838e-01  -3.42892582e-02
   -8.54876260e-02  -1.21912612e-01  -1.60369005e-01  -1.42127840e-01
   -2.18237756e-01   1.69362745e-02]
 [  9.95086040e-02  -2.84167784e-01   7.45954072e-02   8.37163632e-02
    6.07934928e-02   1.54332089e-01   1.91267347e-01   2.25687412e-02
   -1.09253265e-01   1.85748376e-01]]
final_inputs_run [[-0.01288409]
 [ 0.02945439]
 [ 0.09289723]
 ..., 
 [ 0.06193913]
 [ 0.04424591]
 [ 0.08583685]]
final_outputs_run [[-0.01288409]
 [ 0.02945439]
 [ 0.09289723]
 ..., 
 [ 0.06193913]
 [ 0.04424591]
 [ 0.08583685]]
Progress: 0.1% ... Training loss: 0.866 ... Validation loss: 1.280[-1.18080786]
[-0.1743536]
[ 0.56016303]
[ 0.30530057]
[-0.9680277]
[-0.74597978]
[-0.19741905]
[-1.12703385]
[ 0.96196968]
[ 2.37465194]
[-0.79791539]
[ 0.02983776]
[-0.73893665]
[-0.52029752]
[ 0.54373861]
[-0.79260114]
[ 1.49773225]
[-0.83473855]
[ 0.70892789]
[ 0.01855428]
[-0.49501566]
[ 0.03724438]
[-0.59913484]
[-0.20286062]
[-0.77899726]
[ 0.5107491]
[-1.06066093]
[ 0.51604717]
[-0.88765617]
[-0.12897482]
[ 1.87471351]
[-0.8285414]
[-0.96866229]
[-0.58557591]
[-0.16177634]
[-1.08843647]
[ 0.57153612]
[ 3.56557129]
[-0.89481454]
[-0.52844358]
[-1.07845523]
[-0.43825545]
[ 1.56947352]
[-0.79960453]
[-0.89992348]
[-0.75740895]
[ 0.92654188]
[-1.14719246]
[ 0.08813327]
[ 1.75928813]
[ 1.05176648]
[ 0.13690501]
[-0.45892689]
[-0.38946785]
[-0.55198247]
[-0.55461204]
[ 1.35010159]
[ 0.89484055]
[ 0.8806897]
[-1.10721127]
[-0.07476468]
[-0.45909581]
[ 3.23029682]
[-0.20343917]
[ 0.15692409]
[-0.75409192]
[-0.27700815]
[-0.14110185]
[ 0.0540951]
[ 0.13068999]
[-0.52273865]
[-0.2031132]
[ 0.29998593]
[-0.45752862]
[-0.89057033]
[ 1.64649081]
[ 0.45254651]
[-0.08139078]
[ 0.03081857]
[-0.37550221]
[ 0.40602138]
[-1.00245566]
[ 0.27535256]
[-0.23229814]
[-0.86480626]
[ 0.36122499]
[-0.08305648]
[ 1.61069694]
[-0.1074238]
[-0.4633818]
[-0.85210616]
[-0.43734025]
[ 1.32574755]
[ 0.35187042]
[-0.93611731]
[-0.94945462]
[-0.53568384]
[ 1.00608646]
[-0.76321385]
[-0.66241595]
[-0.39920739]
[-0.83574234]
[ 2.48982566]
[-0.87607339]
[ 0.181143]
[ 2.17853295]
[ 1.3376397]
[-0.53200493]
[ 1.14840932]
[ 0.35830552]
[-0.99058408]
[ 0.08846306]
[-0.7910391]
[-0.36245697]
[ 0.94094722]
[-0.93322283]
[ 0.98363187]
[-0.20706897]
[-0.33591684]
[ 0.00550784]
[-0.56579718]
[ 1.06999493]
[ 1.64897377]
[-0.02684345]
[ 1.42691221]
[-0.88745999]
[ 0.02727635]
[ 3.30400297]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
15426          0          0          1          0          0          0   
15427          0          0          0          1          0          0   
15428          0          0          0          1          0          0   
15429          0          0          0          1          0          0   
15430          0          0          0          1          0          0   
15431          0          0          0          1          0          0   
15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
12             1  
13             1  
14             1  
15             1  
16             1  
17             1  
18             1  
19             1  
20             1  
21             1  
22             1  
23             1  
24             0  
25             0  
26             0  
27             0  
28             0  
29             0  
...          ...  
15405          0  
15406          0  
15407          0  
15408          0  
15409          0  
15410          0  
15411          0  
15412          0  
15413          0  
15414          0  
15415          0  
15416          0  
15417          0  
15418          0  
15419          0  
15420          0  
15421          0  
15422          0  
15423          0  
15424          0  
15425          0  
15426          0  
15427          0  
15428          0  
15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
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    1.55937572e-01   2.36160665e-02   9.93011597e-02  -6.80218473e-02
    1.49246915e-01  -5.26714602e-02]
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    6.03925600e-02   1.54376018e-01   1.91453016e-01   2.24725389e-02
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final_inputs_run [[ 0.0056321 ]
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 ..., 
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final_outputs_run [[ 0.0056321 ]
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 ..., 
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Progress: 0.1% ... Training loss: 0.860 ... Validation loss: 1.264[ 3.10570297]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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1              0          0          0          0          0          0   
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[15435 rows x 56 columns]
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 [  1.01010798e-01   3.80329308e-02  -8.73066878e-02  -7.48211363e-02
   -1.58736485e-01  -1.80662404e-02   7.86827857e-02   2.80163386e-02
   -4.85100970e-03   1.27519739e-01]
 [ -1.84984896e-01  -1.27331544e-02   1.40554484e-02   1.06105070e-01
   -1.67754177e-01   9.07365778e-02   6.26653194e-02   2.04164197e-01
    1.33259133e-01  -1.01897095e-02]
 [ -1.61319681e-01   1.38723635e-01   2.50986094e-01  -2.28945157e-02
    1.33053405e-01   3.22197135e-02   1.01321603e-01  -1.29255685e-01
    1.97595467e-01  -7.47937272e-02]
 [  2.06252752e-01  -6.50364192e-02  -2.05917866e-02  -2.15064170e-01
    3.63997750e-02   1.56314613e-01  -3.64788057e-02  -2.90236860e-02
    1.05719181e-01   7.61241208e-02]
 [  6.40314522e-02   5.27465765e-02  -2.86010210e-01  -2.04734759e-01
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   -9.53763585e-03  -4.96243421e-02]
 [ -1.41057247e-01   1.11130228e-01  -2.43361116e-01   7.74576000e-02
    1.79942152e-01  -5.54395620e-02   7.05012599e-02  -1.05263459e-01
    2.09715743e-01   2.09081102e-01]
 [  1.19226106e-01   1.99436408e-01   2.36976070e-02  -4.83125696e-02
    5.68001138e-03   2.15352120e-01  -4.71730933e-02  -2.24176391e-01
   -8.73407318e-02   1.66774459e-01]
 [ -1.72515454e-02  -3.29845195e-02  -3.30835688e-03  -1.51624066e-01
    2.10622216e-01   2.49111897e-02   2.82109659e-02  -1.26034687e-01
    1.15819195e-01   6.62321623e-02]
 [  5.74209324e-02  -3.44095737e-02  -1.49842925e-01  -2.62016830e-01
   -8.36782473e-02   1.27734736e-01   1.26253898e-01  -6.12407045e-03
    2.47028381e-01   3.37517929e-02]
 [ -7.04015847e-02  -1.03462230e-01  -1.25305382e-01   1.24869238e-01
    1.45419247e-02  -4.99851553e-02  -4.45885393e-02   1.30215355e-01
   -8.96970586e-02   1.66857860e-01]
 [  1.14874367e-01   1.51539176e-01  -2.88725352e-02   1.88423018e-01
   -3.62825877e-02  -6.54466423e-02  -8.34685414e-02   1.74655893e-01
    1.12032500e-01   2.63957966e-01]
 [ -2.61049696e-01   8.00583414e-03  -1.28240968e-01   5.58682842e-02
   -3.79441299e-02  -1.45349303e-01  -1.80526819e-01   7.51496937e-02
    1.23978562e-01  -2.86660020e-01]
 [  2.87075116e-02  -8.30169772e-02  -3.75453272e-02  -1.43162179e-01
    1.44788188e-02  -9.59689024e-02   5.85864088e-02   1.50327457e-02
   -1.76889063e-01   4.61331333e-02]
 [  6.79542324e-02  -1.97198297e-01   6.76854245e-03  -1.51405388e-01
   -1.49341502e-01  -1.02673959e-01   1.55459999e-01  -6.76990228e-02
   -1.08021739e-01   3.58994987e-02]
 [ -6.25531619e-02   7.29458541e-02  -7.42980252e-02   1.14209514e-02
    9.05627227e-02   5.73502797e-02   2.43487247e-02   1.68772133e-01
    2.69780016e-01  -5.22088077e-02]
 [ -1.19336711e-01  -1.77366663e-01  -4.50463741e-02  -1.83307104e-01
    2.62305619e-01   2.96839758e-03   1.66651075e-01  -5.92742508e-03
   -6.31962985e-02  -5.94508902e-02]
 [ -1.91069020e-01  -2.14159919e-01  -1.48494703e-01   6.84926435e-02
   -8.60026725e-02  -2.25440550e-02  -1.13041130e-01   4.89012556e-02
   -1.62282118e-01  -1.76277547e-01]
 [  2.18206581e-01   2.50823451e-01  -1.33553542e-02  -1.17239838e-02
   -5.95941117e-02   7.28867815e-02  -4.78424122e-02  -1.06151308e-01
   -8.53146865e-03  -1.94223746e-02]
 [  3.43357639e-02   1.13063311e-02  -2.10333881e-01   9.60061067e-02
    1.64909053e-01  -6.40457615e-02   1.67368269e-01   2.62490525e-02
   -1.24446703e-02  -1.77552094e-01]
 [  2.54126755e-02   1.69950866e-01   1.48776331e-01  -3.77249540e-02
   -2.32883498e-01  -1.65770647e-02  -1.56806575e-02   7.52550930e-02
   -1.53767624e-01  -3.72316285e-02]
 [  1.42934735e-01   3.12285568e-02  -2.40189442e-02  -8.25331542e-02
   -1.43894302e-01   6.88315789e-02  -9.04505315e-02   5.19516947e-02
    2.08217417e-02   5.41980126e-02]
 [ -1.39263250e-01   1.69650590e-01   1.16700625e-01   4.66757359e-02
    1.45470572e-01  -1.51714421e-01  -1.48915857e-01  -1.40587381e-01
    1.16678001e-05   1.45474470e-01]
 [  1.83779140e-01   2.38924397e-01   7.96956545e-02   1.33176203e-01
   -8.47621163e-02  -2.51200845e-01  -7.50048287e-02  -9.42379928e-02
   -1.13775899e-01   1.58271739e-01]
 [  2.90588284e-02  -1.60088456e-01   8.72958056e-02   1.93979463e-01
   -3.20139450e-02  -1.63644707e-02  -1.00364710e-01   4.51424462e-02
    1.27247939e-01  -1.67630920e-01]
 [  1.04840049e-01   6.86991368e-02   6.89866037e-02  -2.99676832e-02
   -2.63338439e-01   2.41190435e-01   4.64147262e-02   4.92586321e-02
    1.39592143e-01  -2.89621310e-01]
 [  3.29684446e-01  -7.60216680e-02  -9.02516058e-02  -1.92673117e-01
    1.98448446e-01  -4.26180685e-02  -2.16051973e-02   1.18582366e-01
    1.25346204e-01  -1.71454865e-01]
 [ -1.26185757e-01  -4.79654313e-02  -6.53707344e-02   6.41545200e-02
    1.51953473e-01  -1.26940294e-01  -8.65769529e-02   8.89929252e-02
    3.35176192e-01  -1.50192071e-01]
 [  2.85225800e-01   3.73458321e-02  -1.55057443e-01   2.09011767e-01
    9.69554126e-02  -1.27951592e-01  -7.05358021e-02  -1.22490735e-01
    2.16130072e-02  -3.16146020e-02]
 [ -2.73690627e-01  -1.65457592e-01   2.59512597e-01   6.47429255e-03
   -1.17658328e-01   9.15294704e-02   1.30926377e-01   1.67562567e-01
   -1.42401125e-02  -7.48303353e-02]
 [  1.04921912e-01  -4.80145692e-03   2.55885530e-01  -2.36757094e-01
    3.26976646e-02   8.31142478e-02   9.62523313e-02   1.77881253e-01
    9.27307856e-02  -1.10034493e-01]
 [  1.19204863e-01   7.58663873e-02  -8.30438904e-02  -1.20997745e-01
   -1.50300603e-01   1.92255130e-01   5.75844365e-02  -1.82910801e-01
   -1.08663669e-01  -5.69247467e-03]
 [ -2.11280538e-01   9.00328324e-02  -1.58780896e-01  -1.04887702e-01
   -2.02123898e-01   4.76369967e-02   1.45773415e-01   1.26786351e-01
    3.06750544e-02   1.30224645e-03]
 [  1.56343185e-02   7.35863876e-02   6.39716682e-03   4.83065551e-02
   -2.31645143e-02   1.55152971e-01  -2.98911132e-01  -4.70027516e-02
   -3.58877008e-02  -1.72501977e-01]
 [  2.27209212e-02   8.00204250e-03   1.98242266e-01  -1.46585406e-01
   -4.97290883e-02  -1.92215893e-01   1.42453895e-01  -2.01521138e-01
    1.69699309e-02   1.57876753e-01]
 [  6.65143375e-03   2.28642857e-01   4.03628500e-01   1.89939832e-01
    1.56982298e-01   2.34832346e-02   9.88649217e-02  -6.76986107e-02
    1.49297382e-01  -5.29721548e-02]
 [  5.13500134e-02   4.42095325e-02   1.21968612e-02   1.02027318e-01
   -1.10873987e-01  -1.00904317e-01   1.10545110e-01  -1.66160847e-01
    5.20082107e-02   1.32357196e-01]
 [ -7.53351492e-02   1.90481643e-01   2.90543810e-01  -1.30684426e-01
    1.84295474e-02  -4.15198380e-02  -3.00835746e-02   1.07184770e-01
   -2.41920891e-01  -9.57175300e-03]
 [ -9.08381298e-02   9.01520297e-04   1.98001386e-01  -3.39118791e-02
   -8.65357365e-02  -1.21796649e-01  -1.59971491e-01  -1.42386196e-01
   -2.18281007e-01   1.72299520e-02]
 [  1.00389034e-01  -2.83829092e-01   7.39588784e-02   8.44748798e-02
    5.87168635e-02   1.54596093e-01   1.92227961e-01   2.20025688e-02
   -1.09346389e-01   1.86345588e-01]]
final_inputs_run [[-0.36670348]
 [-0.35608796]
 [-0.38028512]
 ..., 
 [-0.10381356]
 [-0.05388346]
 [-0.05229202]]
final_outputs_run [[-0.36670348]
 [-0.35608796]
 [-0.38028512]
 ..., 
 [-0.10381356]
 [-0.05388346]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
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Progress: 0.2% ... Training loss: 0.850 ... Validation loss: 1.283[ 0.33097938]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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3       0        0 -1.334609  0.636351  -1.553844         1         0   
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6       0        0 -1.438475  0.895513  -1.553844         1         0   
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9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
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18      0        0 -0.399817  1.310171   0.519881         1         0   
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28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
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15414   1        0 -0.088219  0.325357   0.031898         0         0   
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15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
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15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
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15427   1        0 -0.192085  1.310171  -0.821460         0         0   
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15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

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       weekday_6  
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
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15456         0         1             1    ...          0      0      0   
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15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
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16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
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16855         0         1             0    ...          0      0      0   
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16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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   -2.41950847e-01   6.21507298e-03]
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   -1.81441731e-01   1.37271661e-01]
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 [  5.78081819e-02   1.25893724e-01  -5.60375531e-04  -2.64097997e-02
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   -8.73369421e-02   1.66741528e-01]
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   -8.97455624e-02   1.67304557e-01]
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   -3.71280494e-02  -6.53362302e-02  -8.31125406e-02   1.74447795e-01
    1.12004286e-01   2.64213804e-01]
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   -3.93762389e-02  -1.45136290e-01  -1.79902412e-01   7.47749007e-02
    1.23927955e-01  -2.86191805e-01]
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   -1.76930315e-01   4.65085253e-02]
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   -1.50314211e-01  -1.02532900e-01   1.55875506e-01  -6.79437869e-02
   -1.08054916e-01   3.62004341e-02]
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   -1.53745987e-01  -3.74166335e-02]
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   -1.43488690e-01   6.87753222e-02  -9.06214338e-02   5.20497471e-02
    2.08355357e-02   5.40698354e-02]
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    1.45797565e-01  -1.51761246e-01  -1.49053699e-01  -1.40510809e-01
    2.27920439e-05   1.45378569e-01]
 [  1.83987760e-01   2.39000266e-01   7.95555227e-02   1.33354544e-01
   -8.52406570e-02  -2.51138534e-01  -7.48011184e-02  -9.43559937e-02
   -1.13792302e-01   1.58424973e-01]
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   -3.19946560e-02  -1.63756091e-02  -1.00391238e-01   4.51628820e-02
    1.27250583e-01  -1.67655786e-01]
 [  1.04684668e-01   6.86373015e-02   6.90854270e-02  -3.00896564e-02
   -2.63027820e-01   2.41139915e-01   4.62881195e-02   4.93453100e-02
    1.39603290e-01  -2.89721314e-01]
 [  3.29014540e-01  -7.62694408e-02  -8.97911928e-02  -1.93167119e-01
    1.99665876e-01  -4.28290669e-02  -2.22243961e-02   1.18956518e-01
    1.25397751e-01  -1.71925798e-01]
 [ -1.26992643e-01  -4.83030243e-02  -6.47838386e-02   6.34174827e-02
    1.53517673e-01  -1.27210595e-01  -8.73898726e-02   8.94995929e-02
    3.35241323e-01  -1.50797904e-01]
 [  2.85022216e-01   3.72568396e-02  -1.54909926e-01   2.08839631e-01
    9.74415775e-02  -1.28005488e-01  -7.07387410e-02  -1.22376046e-01
    2.16299410e-02  -3.17578731e-02]
 [ -2.73786309e-01  -1.65496672e-01   2.59583642e-01   6.38615121e-03
   -1.17413198e-01   9.14941539e-02   1.30827470e-01   1.67622488e-01
   -1.42317709e-02  -7.49058440e-02]
 [  1.04868734e-01  -4.82588603e-03   2.55914839e-01  -2.36793566e-01
    3.27242973e-02   8.30996986e-02   9.62048511e-02   1.77906748e-01
    9.27338011e-02  -1.10064938e-01]
 [  1.19360281e-01   7.59274149e-02  -8.31634212e-02  -1.20844982e-01
   -1.50667558e-01   1.92309632e-01   5.77506888e-02  -1.83005844e-01
   -1.08677000e-01  -5.56910223e-03]
 [ -2.10951006e-01   9.01583868e-02  -1.59012210e-01  -1.04602524e-01
   -2.02878537e-01   4.77425749e-02   1.46091028e-01   1.26599179e-01
    3.06488583e-02   1.53794692e-03]
 [  1.57468256e-02   7.36164413e-02   6.31118753e-03   4.84170376e-02
   -2.33736081e-02   1.55190741e-01  -2.98828087e-01  -4.70758870e-02
   -3.58974918e-02  -1.72407994e-01]
 [  2.17626352e-02   7.64255154e-03   1.98887304e-01  -1.47319508e-01
   -4.80667663e-02  -1.92514649e-01   1.41585821e-01  -2.00976222e-01
    1.70422976e-02   1.57215228e-01]
 [  7.37174573e-03   2.28912843e-01   4.03106375e-01   1.90585232e-01
    1.55256035e-01   2.37245317e-02   9.95897145e-02  -6.81228354e-02
    1.49240251e-01  -5.24354611e-02]
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   -1.10201984e-01  -1.01059576e-01   1.10088723e-01  -1.65873540e-01
    5.20485372e-02   1.32019055e-01]
 [ -7.48751854e-02   1.90657611e-01   2.90247178e-01  -1.30307172e-01
    1.74152166e-02  -4.13742339e-02  -2.96525936e-02   1.06925385e-01
   -2.41956745e-01  -9.23870741e-03]
 [ -9.06916880e-02   9.49184587e-04   1.97889756e-01  -3.37893594e-02
   -8.68888919e-02  -1.21747268e-01  -1.59838366e-01  -1.42465289e-01
   -2.18291056e-01   1.73125019e-02]
 [  1.00751592e-01  -2.83682660e-01   7.37200370e-02   8.47838532e-02
    5.78394296e-02   1.54703867e-01   1.92596122e-01   2.18011866e-02
   -1.09373667e-01   1.86592107e-01]]
final_inputs_run [[-0.06155808]
 [-0.0043724 ]
 [ 0.07113645]
 ..., 
 [ 0.02000873]
 [-0.00986793]
 [ 0.0196322 ]]
final_outputs_run [[-0.06155808]
 [-0.0043724 ]
 [ 0.07113645]
 ..., 
 [ 0.02000873]
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Progress: 0.2% ... Training loss: 0.844 ... Validation loss: 1.287[ 0.66024535]
[-0.93267019]
[ 0.29073953]
[ 2.65620789]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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final_outputs_run [[-0.39061504]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
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15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
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16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
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16855         0         1             0    ...          0      0      0   
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16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16874          0          1          0          0          0          0   

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   -3.85306777e-02  -6.51310357e-02  -8.25341427e-02   1.74116480e-01
    1.11961913e-01   2.64638165e-01]
 [ -2.59656973e-01   8.57797282e-03  -1.29226535e-01   5.71099980e-02
   -4.10935012e-02  -1.44885250e-01  -1.79171669e-01   7.43560899e-02
    1.23874412e-01  -2.85634519e-01]
 [  2.94578996e-02  -8.27216721e-02  -3.80432189e-02  -1.42520465e-01
    1.27755725e-02  -9.57197068e-02   5.93037164e-02   1.46119665e-02
   -1.76945683e-01   4.66589359e-02]
 [  6.87893683e-02  -1.96858879e-01   6.19047936e-03  -1.50672627e-01
   -1.51267400e-01  -1.02391458e-01   1.56256330e-01  -6.81724403e-02
   -1.08083804e-01   3.65010915e-02]
 [ -6.18955088e-02   7.32108030e-02  -7.47421338e-02   1.19911470e-02
    8.90827614e-02   5.75718336e-02   2.49804672e-02   1.68406130e-01
    2.69733170e-01  -5.17311620e-02]
 [ -1.19690484e-01  -1.77511252e-01  -4.48072654e-02  -1.83611211e-01
    2.63037485e-01   2.85467644e-03   1.66333943e-01  -5.72662753e-03
   -6.31703649e-02  -5.97121431e-02]
 [ -1.92097508e-01  -2.14589771e-01  -1.47777855e-01   6.75595642e-02
   -8.35874545e-02  -2.28936874e-02  -1.14090320e-01   4.95018441e-02
   -1.62198070e-01  -1.77050750e-01]
 [  2.17936977e-01   2.50712866e-01  -1.31758273e-02  -1.19614119e-02
   -5.90060433e-02   7.27964846e-02  -4.81034093e-02  -1.05999278e-01
   -8.51140338e-03  -1.96202548e-02]
 [  3.44994351e-02   1.13706804e-02  -2.10449693e-01   9.61569298e-02
    1.64549379e-01  -6.39981609e-02   1.67522566e-01   2.61570806e-02
   -1.24579186e-02  -1.77426634e-01]
 [  2.47360743e-02   1.69671554e-01   1.49274372e-01  -3.83279653e-02
   -2.31358597e-01  -1.68202881e-02  -1.63418454e-02   7.56523705e-02
   -1.53714439e-01  -3.77375823e-02]
 [  1.42804263e-01   3.11735668e-02  -2.39209515e-02  -8.26519516e-02
   -1.43573337e-01   6.87871320e-02  -9.05937065e-02   5.20308065e-02
    2.08330964e-02   5.40951006e-02]
 [ -1.39436763e-01   1.69584856e-01   1.16811158e-01   4.65377764e-02
    1.45818154e-01  -1.51772412e-01  -1.49074129e-01  -1.40496061e-01
    2.47594704e-05   1.45358414e-01]
 [  1.83918723e-01   2.38967353e-01   7.96007804e-02   1.33299813e-01
   -8.50929445e-02  -2.51160339e-01  -7.48668386e-02  -9.43174932e-02
   -1.13787379e-01   1.58366618e-01]
 [  2.92314673e-02  -1.60020479e-01   8.72001923e-02   1.94104846e-01
   -3.23844504e-02  -1.63133135e-02  -1.00222443e-01   4.50625691e-02
    1.27237519e-01  -1.67523832e-01]
 [  1.04183079e-01   6.84322618e-02   6.94206698e-02  -3.05088112e-02
   -2.61880332e-01   2.40974878e-01   4.58327821e-02   4.96204170e-02
    1.39638503e-01  -2.90059941e-01]
 [  3.27315763e-01  -7.69876394e-02  -8.86246609e-02  -1.94564560e-01
    2.02638240e-01  -4.34084419e-02  -2.38397364e-02   1.19904476e-01
    1.25523023e-01  -1.73125242e-01]
 [ -1.28072336e-01  -4.87885887e-02  -6.39789571e-02   6.23899043e-02
    1.55855174e-01  -1.27596009e-01  -8.84788901e-02   9.01488649e-02
    3.35322918e-01  -1.51641972e-01]
 [  2.84911088e-01   3.72110406e-02  -1.54833772e-01   2.08743285e-01
    9.76989326e-02  -1.28040011e-01  -7.08443440e-02  -1.22315783e-01
    2.16377330e-02  -3.18375812e-02]
 [ -2.73983254e-01  -1.65583111e-01   2.59719219e-01   6.20442695e-03
   -1.16929955e-01   9.14254411e-02   1.30647480e-01   1.67740369e-01
   -1.42167066e-02  -7.50542749e-02]
 [  1.04861727e-01  -4.82894811e-03   2.55919484e-01  -2.36799013e-01
    3.27399236e-02   8.30972009e-02   9.61982242e-02   1.77910753e-01
    9.27343215e-02  -1.10070323e-01]
 [  1.19592166e-01   7.60226591e-02  -8.33221454e-02  -1.20644949e-01
   -1.51183575e-01   1.92386262e-01   5.79733344e-02  -1.83131827e-01
   -1.08693627e-01  -5.40070198e-03]
 [ -2.10492058e-01   9.03469893e-02  -1.59326853e-01  -1.04203226e-01
   -2.03928263e-01   4.78999954e-02   1.46530763e-01   1.26347862e-01
    3.06159087e-02   1.87244760e-03]
 [  1.55719954e-02   7.35496723e-02   6.43428345e-03   4.82728278e-02
   -2.29352984e-02   1.55128610e-01  -2.98990719e-01  -4.69716414e-02
   -3.58835136e-02  -1.72526350e-01]
 [  2.15608572e-02   7.55062577e-03   1.99031124e-01  -1.47473340e-01
   -4.77006228e-02  -1.92589447e-01   1.41355420e-01  -2.00846570e-01
    1.70631921e-02   1.57046808e-01]
 [  6.53085079e-03   2.28536054e-01   4.03706078e-01   1.89819521e-01
    1.56735724e-01   2.34466251e-02   9.88100351e-02  -6.76306079e-02
    1.49300458e-01  -5.30066738e-02]
 [  5.14548071e-02   4.42188869e-02   1.21710785e-02   1.02061667e-01
   -1.11400269e-01  -1.00887330e-01   1.10596710e-01  -1.66155820e-01
    5.20121597e-02   1.32372826e-01]
 [ -7.52241911e-02   1.90499877e-01   2.90503156e-01  -1.30578465e-01
    1.79109181e-02  -4.14972761e-02  -2.99820585e-02   1.07125680e-01
   -2.41929640e-01  -9.48230372e-03]
 [ -9.05536840e-02   1.01406105e-03   1.97790354e-01  -3.36390505e-02
   -8.72993538e-02  -1.21693908e-01  -1.59687078e-01  -1.42553032e-01
   -2.18302128e-01   1.74139426e-02]
 [  1.01223613e-01  -2.83494091e-01   7.34356191e-02   8.51654173e-02
    5.68046093e-02   1.54852689e-01   1.93022042e-01   2.15628495e-02
   -1.09404509e-01   1.86898224e-01]]
final_inputs_run [[-0.04649336]
 [ 0.01702244]
 [ 0.09532823]
 ..., 
 [ 0.0386618 ]
 [ 0.00590786]
 [ 0.0312638 ]]
final_outputs_run [[-0.04649336]
 [ 0.01702244]
 [ 0.09532823]
 ..., 
 [ 0.0386618 ]
 [ 0.00590786]
 [ 0.0312638 ]]
Progress: 0.2% ... Training loss: 0.837 ... Validation loss: 1.272[ 0.83223362]
[ 1.55562669]
[-0.51947146]
[ 1.05788347]
[-0.82003825]
[ 2.94421937]
[-0.56783785]
[-0.75810404]
[ 2.86776618]
[ 0.51446094]
[-0.90033421]
[ 0.26087334]
[-0.52917178]
[-0.97362984]
[-0.84281673]
[-1.0802088]
[-0.0618869]
[-0.22410966]
[-1.0239497]
[-0.77561308]
[ 0.09798692]
[-0.75038769]
[ 0.20417851]
[-0.23932795]
[-0.0791928]
[-0.33239816]
[ 1.28518362]
[-0.15818437]
[-0.6334403]
[-0.47255658]
[-0.97002646]
[ 3.6603728]
[-0.4757517]
[-0.15861167]
[-0.35892792]
[-0.40777709]
[-0.21949528]
[-0.48163229]
[ 2.04410089]
[ 1.61243123]
[-0.79739399]
[-0.17132064]
[ 0.10687708]
[ 0.98183968]
[ 3.31979787]
[-0.4979016]
[-1.10110334]
[-0.60254973]
[-0.733785]
[-0.37347685]
[ 0.26628818]
[-0.01233223]
[ 0.29940315]
[ 0.67923743]
[-0.15396243]
[ 0.18870775]
[-0.8186331]
[-0.78115643]
[-0.45148552]
[ 3.02914939]
[-0.5868079]
[ 0.47135735]
[ 1.1101256]
[ 1.58677432]
[-0.03151893]
[ 0.75147555]
[-0.71506387]
[ 1.88722508]
[-1.05639416]
[ 0.10620365]
[-0.12957458]
[-0.79148347]
[ 0.11790104]
[ 0.57234087]
[-0.37250042]
[-0.15662503]
[ 2.54463786]
[ 0.59542814]
[-0.93716182]
[-0.21866089]
[-0.47972116]
[ 0.10552497]
[-0.61070779]
[-0.35426635]
[ 1.22164069]
[ 0.88509196]
[-0.48002198]
[ 1.69791723]
[-0.80136477]
[-0.70628102]
[-0.89917107]
[-0.72106539]
[-0.36408622]
[-0.36628827]
[-0.31442762]
[-0.69848573]
[ 1.54618848]
[ 1.96094844]
[-0.54292128]
[ 0.74320099]
[-0.56156133]
[ 2.23835757]
[-0.23993938]
[ 0.79681635]
[ 1.62635479]
[-0.41613389]
[ 0.66128784]
[-0.4252493]
[ 0.66412075]
[ 0.18568837]
[-0.45077962]
[-0.5257589]
[-0.85937654]
[ 0.99428546]
[ 2.07514934]
[ 0.05855644]
[ 1.01193702]
[ 0.4525422]
[ 0.75810108]
[-0.1909302]
[-0.69959091]
[ 0.77488948]
[ 0.62791613]
[ 0.44998084]
[ 0.33711144]
[-0.09694994]
[-0.86014559]
[-0.09083238]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
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   -1.16740537e-01   9.13932802e-02   1.30567962e-01   1.67791744e-01
   -1.42088241e-02  -7.51239005e-02]
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    9.27224087e-02  -1.09974435e-01]
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   -1.51693290e-01   1.92459446e-01   5.81725419e-02  -1.83254562e-01
   -1.08711706e-01  -5.23602798e-03]
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   -2.04562249e-01   4.80005956e-02   1.46791750e-01   1.26182147e-01
    3.05915382e-02   2.09477468e-03]
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   -2.31073324e-02   1.55132380e-01  -2.98968790e-01  -4.69817801e-02
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   -4.85821411e-02  -1.92483478e-01   1.41639438e-01  -2.01025271e-01
    1.70370053e-02   1.57281181e-01]
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    1.56483330e-01   2.34819534e-02   9.88813111e-02  -6.76624661e-02
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    5.86893190e-02   1.54540297e-01   1.92211908e-01   2.20877812e-02
   -1.09326330e-01   1.86189235e-01]]
final_inputs_run [[ 0.03044033]
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 ..., 
 [ 0.1157814 ]
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final_outputs_run [[ 0.03044033]
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 ..., 
 [ 0.1157814 ]
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Progress: 0.2% ... Training loss: 0.836 ... Validation loss: 1.231[-0.3503038]
[-1.10371882]
[-0.22139885]
[ 1.70216134]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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6             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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14            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15424         0         1             0    ...          1      0      0   
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15426         0         1             0    ...          0      0      1   
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15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -2.15473659e-01  -9.01721707e-02  -4.82189292e-03  -3.86940358e-02
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   -1.81489992e-01   1.37789477e-01]
 [  2.54210583e-01  -2.15291345e-01  -8.69408936e-02   7.78941694e-02
    1.56649098e-01   4.19005913e-02  -5.65894523e-02  -6.10866371e-02
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 [ -1.06770221e-01   1.41206183e-01  -3.94928255e-02   1.29142672e-02
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    4.74886414e-02   1.22548799e-01]
 [  5.88277064e-02   1.26317078e-01  -1.28937813e-03  -2.55233461e-02
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   -1.38063945e-01  -5.07662092e-02]
 [ -1.76536655e-02   3.04246889e-01  -1.29050428e-01   4.96047522e-02
    4.47841903e-02  -4.35516796e-02  -7.50713155e-02  -2.70269444e-01
   -8.31319882e-02  -1.16494899e-01]
 [ -6.73057780e-02   1.45178025e-01  -9.53552283e-02  -2.94470928e-01
   -1.72785922e-01  -3.09322164e-01   4.66112169e-02  -8.34802799e-02
   -8.54261652e-02  -1.74254046e-01]
 [  9.97314249e-02   3.75020620e-02  -8.63625948e-02  -7.59560167e-02
   -1.55676760e-01  -1.84996131e-02   7.74936367e-02   2.87880231e-02
   -4.72236737e-03   1.26525720e-01]
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    1.33311040e-01  -1.05880752e-02]
 [ -1.61808530e-01   1.38527870e-01   2.51384917e-01  -2.33318896e-02
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    1.97665326e-01  -7.51463126e-02]
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   -8.98580954e-02   1.68185056e-01]
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   -4.11175504e-02  -6.47781811e-02  -8.15574293e-02   1.73466486e-01
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    1.23767379e-01  -2.84996843e-01]
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   -1.77062615e-01   4.74315055e-02]
 [  6.95779963e-02  -1.96524117e-01   5.59925926e-03  -1.49971965e-01
   -1.53206613e-01  -1.02129985e-01   1.56974942e-01  -6.86507185e-02
   -1.08172853e-01   3.70935953e-02]
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    2.69610439e-01  -5.09118474e-02]
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   -6.31211544e-02  -6.01908828e-02]
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   -7.98664586e-02  -2.34204941e-02  -1.15594874e-01   5.04780934e-02
   -1.62016955e-01  -1.78277337e-01]
 [  2.17641774e-01   2.50589871e-01  -1.29721685e-02  -1.22157781e-02
   -5.83659969e-02   7.26968103e-02  -4.83724101e-02  -1.05841670e-01
   -8.49121812e-03  -1.98367535e-02]
 [  3.45767514e-02   1.13996815e-02  -2.10507005e-01   9.62228404e-02
    1.64410898e-01  -6.39638217e-02   1.67588041e-01   2.61084790e-02
   -1.24680010e-02  -1.77359636e-01]
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   -2.30311491e-01  -1.69527498e-02  -1.67268155e-02   7.59115637e-02
   -1.53661970e-01  -3.80473939e-02]
 [  1.42600061e-01   3.10909712e-02  -2.37503717e-02  -8.28248938e-02
   -1.43113978e-01   6.87179139e-02  -9.07560158e-02   5.21652721e-02
    2.08635541e-02   5.39362108e-02]
 [ -1.39437532e-01   1.69574134e-01   1.16812163e-01   4.65335469e-02
    1.45748417e-01  -1.51766903e-01  -1.49081118e-01  -1.40486080e-01
    2.96829289e-05   1.45337528e-01]
 [  1.83581034e-01   2.38831959e-01   7.98456104e-02   1.33011125e-01
   -8.43790304e-02  -2.51270239e-01  -7.51550660e-02  -9.41299994e-02
   -1.13756569e-01   1.58130383e-01]
 [  2.87621824e-02  -1.60202377e-01   8.75489606e-02   1.93698257e-01
   -3.14568445e-02  -1.64768635e-02  -1.00646576e-01   4.53252581e-02
    1.27275058e-01  -1.67848891e-01]
 [  1.03586596e-01   6.81977684e-02   6.98309054e-02  -3.09912515e-02
   -2.60564369e-01   2.40774798e-01   4.52929628e-02   4.99557164e-02
    1.39689641e-01  -2.90457779e-01]
 [  3.25040267e-01  -7.79169868e-02  -8.69531491e-02  -1.96311450e-01
    2.06956290e-01  -4.41296686e-02  -2.58801457e-02   1.21256541e-01
    1.25780260e-01  -1.74716755e-01]
 [ -1.29701856e-01  -4.94517575e-02  -6.27252420e-02   6.09900204e-02
    1.59013230e-01  -1.28131582e-01  -8.99456555e-02   9.11363598e-02
    3.35501116e-01  -1.52878538e-01]
 [  2.84378725e-01   3.69848644e-02  -1.54405705e-01   2.08249047e-01
    9.88092117e-02  -1.28214421e-01  -7.13415892e-02  -1.21968075e-01
    2.17079484e-02  -3.22502016e-02]
 [ -2.74168478e-01  -1.65667172e-01   2.59857228e-01   6.03758907e-03
   -1.16437104e-01   9.13606250e-02   1.30488857e-01   1.67856258e-01
   -1.41929750e-02  -7.52019101e-02]
 [  1.05175646e-01  -4.69137613e-03   2.55669035e-01  -2.36515888e-01
    3.19013596e-02   8.32018805e-02   9.65054416e-02   1.77711528e-01
    9.26955741e-02  -1.09832583e-01]
 [  1.20021460e-01   7.61981980e-02  -8.36497556e-02  -1.20273639e-01
   -1.52219615e-01   1.92527320e-01   5.83594901e-02  -1.83385112e-01
   -1.08742759e-01  -5.07305191e-03]
 [ -2.09905435e-01   9.05971178e-02  -1.59777147e-01  -1.03670284e-01
   -2.05305122e-01   4.81025231e-02   1.47064688e-01   1.25978434e-01
    3.05468328e-02   2.32638636e-03]
 [  1.56270231e-02   7.35714043e-02   6.43147120e-03   4.83400525e-02
   -2.31511365e-02   1.55142820e-01  -2.98955259e-01  -4.70009023e-02
   -3.58827271e-02  -1.72398135e-01]
 [  2.10565148e-02   7.37032028e-03   1.99459450e-01  -1.47837626e-01
   -4.70524897e-02  -1.92734612e-01   1.40923446e-01  -2.00496315e-01
    1.71507966e-02   1.56695151e-01]
 [  7.70422907e-03   2.28991329e-01   4.02776112e-01   1.90841625e-01
    1.53654856e-01   2.38441043e-02   9.98696359e-02  -6.83759014e-02
    1.49138194e-01  -5.20987344e-02]
 [  5.03053500e-02   4.37334533e-02   1.30153135e-02   1.01047668e-01
   -1.09052267e-01  -1.01269311e-01   1.09573379e-01  -1.65464166e-01
    5.21305614e-02   1.31492085e-01]
 [ -7.50419598e-02   1.90546928e-01   2.90367036e-01  -1.30429867e-01
    1.73722342e-02  -4.14495163e-02  -2.98417999e-02   1.07023341e-01
   -2.41956749e-01  -9.36004309e-03]
 [ -9.16359174e-02   5.61180838e-04   1.98559581e-01  -3.44763140e-02
   -8.53464042e-02  -1.22025495e-01  -1.60710108e-01  -1.41923875e-01
   -2.18191700e-01   1.66592694e-02]
 [  1.00733057e-01  -2.83645410e-01   7.37122208e-02   8.48031332e-02
    5.72798449e-02   1.54694091e-01   1.92639024e-01   2.17689460e-02
   -1.09396023e-01   1.86538769e-01]]
final_inputs_run [[-0.36519154]
 [-0.35715138]
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 ..., 
 [-0.07964582]
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final_outputs_run [[-0.36519154]
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 ..., 
 [-0.07964582]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
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Progress: 0.2% ... Training loss: 0.826 ... Validation loss: 1.238[-0.23492033]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
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15411   1        0 -0.399817  0.895513   0.031898         0         0   
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15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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2             0         0             1    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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       weekday_6  
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[15435 rows x 56 columns]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15454         0         1             1    ...          0      0      0   
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15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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[1440 rows x 56 columns]
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    1.27254739e-01  -1.67717643e-01]
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    3.35525635e-01  -1.53027702e-01]
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    2.17323196e-02  -3.24085677e-02]
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   -1.16792634e-01   9.14085807e-02   1.30610042e-01   1.67770227e-01
   -1.42094002e-02  -7.50926244e-02]
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    3.05352567e-02   2.40281894e-03]
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   -8.66568700e-02  -1.21839388e-01  -1.60225439e-01  -1.42252832e-01
   -2.18254106e-01   1.70676150e-02]
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    5.61272627e-02   1.54816003e-01   1.92964874e-01   2.15387766e-02
   -1.09437363e-01   1.86828145e-01]]
final_inputs_run [[-0.01391684]
 [ 0.05925552]
 [ 0.14518286]
 ..., 
 [ 0.07353372]
 [ 0.03236054]
 [ 0.0495089 ]]
final_outputs_run [[-0.01391684]
 [ 0.05925552]
 [ 0.14518286]
 ..., 
 [ 0.07353372]
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Progress: 0.2% ... Training loss: 0.820 ... Validation loss: 1.243[-0.50624523]
[ 0.13381791]
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[ 1.7430083]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
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final_inputs_run [[-0.28647086]
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final_outputs_run [[-0.28647086]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
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15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
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15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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[1440 rows x 56 columns]
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    3.97795170e-02   1.55653531e-01  -3.83072215e-02  -2.78072546e-02
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   -9.13293222e-03  -5.26682297e-02]
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    2.09791996e-01   2.08359957e-01]
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    4.65430920e-03   2.15490822e-01  -4.67924191e-02  -2.24420936e-01
   -8.73806299e-02   1.67068228e-01]
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    2.06551171e-01   2.54782738e-02   2.97760921e-02  -1.27041569e-01
    1.15657051e-01   6.74488689e-02]
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   -8.90774711e-02   1.28522504e-01   1.28362806e-01  -7.48104975e-03
    2.46818778e-01   3.54948701e-02]
 [ -6.75891179e-02  -1.02284632e-01  -1.27325843e-01   1.27295675e-01
    8.01707050e-03  -4.90271803e-02  -4.20160237e-02   1.28576719e-01
   -8.99661744e-02   1.68944252e-01]
 [  1.17658199e-01   1.52684496e-01  -3.09071532e-02   1.90811575e-01
   -4.29079225e-02  -6.45229925e-02  -8.09095793e-02   1.73019168e-01
    1.11751230e-01   2.65994636e-01]
 [ -2.57566068e-01   9.47650757e-03  -1.30835971e-01   5.89750120e-02
   -4.63394693e-02  -1.44175557e-01  -1.77285157e-01   7.30621607e-02
    1.23625677e-01  -2.84016374e-01]
 [  3.12359086e-02  -8.19539426e-02  -3.94061382e-02  -1.40965315e-01
    8.53426351e-03  -9.51178816e-02   6.08831785e-02   1.35345044e-02
   -1.77147354e-01   4.80229615e-02]
 [  7.03192531e-02  -1.96212005e-01   5.04033714e-03  -1.49333781e-01
   -1.55019896e-01  -1.01882387e-01   1.57587420e-01  -6.90915214e-02
   -1.08255169e-01   3.76578294e-02]
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    2.69507625e-01  -5.01804645e-02]
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   -6.30532807e-02  -6.06622634e-02]
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   -7.36726314e-02  -2.43025423e-02  -1.17876064e-01   5.20567354e-02
   -1.61725946e-01  -1.80290239e-01]
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   -5.79573004e-02   7.26316037e-02  -4.85386135e-02  -1.05728536e-01
   -8.47104392e-03  -1.99826202e-02]
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    1.64397810e-01  -6.39679559e-02   1.67593677e-01   2.61067770e-02
   -1.24699260e-02  -1.77362954e-01]
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   -2.30709772e-01  -1.68907337e-02  -1.65724749e-02   7.58024959e-02
   -1.53681481e-01  -3.79088331e-02]
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   -1.42701716e-01   6.86483349e-02  -9.09328588e-02   5.22851276e-02
    2.08852561e-02   5.37813615e-02]
 [ -1.39549530e-01   1.69525878e-01   1.16892507e-01   4.64402842e-02
    1.45966619e-01  -1.51805158e-01  -1.49173850e-01  -1.40419674e-01
    4.18984534e-05   1.45250499e-01]
 [  1.83524273e-01   2.38805343e-01   7.98834060e-02   1.32971835e-01
   -8.42022804e-02  -2.51282052e-01  -7.52096246e-02  -9.41012397e-02
   -1.13750875e-01   1.58099034e-01]
 [  2.87074880e-02  -1.60231674e-01   8.76085587e-02   1.93647148e-01
   -3.15060236e-02  -1.65093239e-02  -1.00708878e-01   4.53653029e-02
    1.27280594e-01  -1.67877785e-01]
 [  1.02569108e-01   6.77181964e-02   7.06382890e-02  -3.19045674e-02
   -2.58213545e-01   2.40390529e-01   4.43868966e-02   5.06051206e-02
    1.39806029e-01  -2.91263932e-01]
 [  3.23402262e-01  -7.86218720e-02  -8.57485617e-02  -1.97647536e-01
    2.10229782e-01  -4.46713056e-02  -2.72588828e-02   1.22231181e-01
    1.25960284e-01  -1.75917377e-01]
 [ -1.31656871e-01  -5.03487755e-02  -6.12594701e-02   5.92919635e-02
    1.63151980e-01  -1.28801353e-01  -9.16631373e-02   9.23184236e-02
    3.35705158e-01  -1.54394523e-01]
 [  2.82678542e-01   3.62327226e-02  -1.53162394e-01   2.06784365e-01
    1.02310229e-01  -1.28777199e-01  -7.27766198e-02  -1.20971735e-01
    2.18842561e-02  -3.35359400e-02]
 [ -2.74014585e-01  -1.65597276e-01   2.59749449e-01   6.17440189e-03
   -1.16822229e-01   9.14118379e-02   1.30615835e-01   1.67760977e-01
   -1.42105122e-02  -7.50821970e-02]
 [  1.04944217e-01  -4.79653808e-03   2.55859744e-01  -2.36735753e-01
    3.23879330e-02   8.31157373e-02   9.62952557e-02   1.77860529e-01
    9.27235922e-02  -1.10021250e-01]
 [  1.20354550e-01   7.63455380e-02  -8.38982550e-02  -1.19988214e-01
   -1.53017745e-01   1.92641582e-01   5.86430838e-02  -1.83577352e-01
   -1.08777948e-01  -4.81738494e-03]
 [ -2.09557052e-01   9.07552078e-02  -1.60048969e-01  -1.03349366e-01
   -2.06197817e-01   4.82307508e-02   1.47371710e-01   1.25765341e-01
    3.05075935e-02   2.61280109e-03]
 [  1.61227711e-02   7.37743565e-02   6.11603940e-03   4.87430570e-02
   -2.45841459e-02   1.55297713e-01  -2.98582171e-01  -4.72714488e-02
   -3.59334075e-02  -1.72003159e-01]
 [  2.03716382e-02   7.04752772e-03   1.99977499e-01  -1.48402211e-01
   -4.61731680e-02  -1.92966950e-01   1.40326417e-01  -2.00065245e-01
    1.72231259e-02   1.56161435e-01]
 [  7.46168573e-03   2.28871486e-01   4.02932437e-01   1.90664327e-01
    1.53689456e-01   2.37730747e-02   9.96670482e-02  -6.82244148e-02
    1.49171249e-01  -5.22356369e-02]
 [  4.86073587e-02   4.29510592e-02   1.42817541e-02   9.95241591e-02
   -1.05081151e-01  -1.01846757e-01   1.08085794e-01  -1.64413408e-01
    5.23188714e-02   1.30118530e-01]
 [ -7.61783871e-02   1.90020648e-01   2.91226143e-01  -1.31391161e-01
    1.97262751e-02  -4.18333820e-02  -3.08204457e-02   1.07702345e-01
   -2.41837593e-01  -1.02090280e-02]
 [ -9.16129741e-02   5.52459695e-04   1.98548660e-01  -3.44735505e-02
   -8.53187976e-02  -1.22014780e-01  -1.60705345e-01  -1.41919988e-01
   -2.18197250e-01   1.66356358e-02]
 [  1.01236118e-01  -2.83451559e-01   7.34018772e-02   8.51794544e-02
    5.58143529e-02   1.54826761e-01   1.92996656e-01   2.15086834e-02
   -1.09441670e-01   1.86867650e-01]]
final_inputs_run [[ 0.09915781]
 [ 0.17931769]
 [ 0.26648192]
 ..., 
 [ 0.18994872]
 [ 0.14548039]
 [ 0.15961463]]
final_outputs_run [[ 0.09915781]
 [ 0.17931769]
 [ 0.26648192]
 ..., 
 [ 0.18994872]
 [ 0.14548039]
 [ 0.15961463]]
Progress: 0.2% ... Training loss: 0.831 ... Validation loss: 1.193[ 2.39130282]
[ 1.77324026]
[-0.60954072]
[-0.74974865]
[ 1.50384867]
[-0.86270825]
[-0.15569249]
[ 0.43752249]
[-1.06649287]
[-0.65425456]
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[ 2.90306131]
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[-0.29501224]
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[-1.1531172]
[-0.37649263]
[-0.94693043]
[-1.10792533]
[-0.45366236]
[-0.15781081]
[ 1.53603213]
[-1.06199311]
[-0.54446018]
[ 2.14792372]
[-0.80233305]
[ 0.40044819]
[-0.23625572]
[-0.65148157]
[ 0.22258181]
[-0.59844357]
[ 0.03271931]
[-0.27303768]
[-0.8450485]
[ 0.46025043]
[-0.81959856]
[ 1.07903686]
[ 0.11115854]
[-0.6673101]
[ 0.61060494]
[-0.94268774]
[-0.62815034]
[-0.61977502]
[-0.0971849]
[-0.88158344]
[ 0.31728276]
[ 1.14815976]
[-0.85436833]
[-1.04772252]
[-0.88821615]
[ 0.08578525]
[ 0.13139761]
[ 1.92313293]
[ 1.5958917]
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[ 0.40723248]
[ 0.43752249]
[ 3.16080191]
[ 0.81190012]
[ 0.05448542]
[ 0.29488881]
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[ 0.0778304]
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[ 3.08276097]
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[ 1.01688785]
[ 2.19733297]
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[-0.83146193]
[ 0.74373041]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
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15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
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   -1.42701716e-01   6.86483349e-02  -9.09328588e-02   5.22851276e-02
    2.08852561e-02   5.37813615e-02]
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    7.03094975e-05   1.45136316e-01]
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   -1.13697189e-01   1.57889797e-01]
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   -3.22849495e-02  -1.64180003e-02  -1.00467014e-01   4.51529422e-02
    1.27223495e-01  -1.67654921e-01]
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    1.39840321e-01  -2.91380722e-01]
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    2.14191741e-01  -4.52264255e-02  -2.87440103e-02   1.23507895e-01
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    1.65236453e-01  -1.29126890e-01  -9.25111878e-02   9.30566011e-02
    3.35903270e-01  -1.55172727e-01]
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    1.03873408e-01  -1.28974268e-01  -7.32903098e-02  -1.20516825e-01
    2.20079703e-02  -3.40351210e-02]
 [ -2.74047815e-01  -1.65615495e-01   2.59787985e-01   6.13922849e-03
   -1.16705816e-01   9.13980252e-02   1.30584786e-01   1.67790584e-01
   -1.42022224e-02  -7.51146984e-02]
 [  1.05236181e-01  -4.67804575e-03   2.55603558e-01  -2.36483055e-01
    3.15927139e-02   8.32104819e-02   9.65380154e-02   1.77651874e-01
    9.26675602e-02  -1.09799765e-01]
 [  1.20642411e-01   7.64641266e-02  -8.41408408e-02  -1.19747572e-01
   -1.53777057e-01   1.92732562e-01   5.88707293e-02  -1.83778053e-01
   -1.08832536e-01  -4.60665631e-03]
 [ -2.09070864e-01   9.09558046e-02  -1.60473424e-01  -1.02939247e-01
   -2.07472380e-01   4.83896440e-02   1.47760149e-01   1.25426964e-01
    3.04166247e-02   2.98594445e-03]
 [  1.65760693e-02   7.39346614e-02   5.79222913e-03   4.90882377e-02
   -2.56541291e-02   1.55438665e-01  -2.98264006e-01  -4.75660459e-02
   -3.60085374e-02  -1.71678080e-01]
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   -4.83555805e-02  -1.92728291e-01   1.40951589e-01  -2.00606428e-01
    1.70799946e-02   1.56723586e-01]
 [  8.21239339e-03   2.29167102e-01   4.02260736e-01   1.91323442e-01
    1.51550645e-01   2.40195678e-02   1.00260769e-01  -6.87573472e-02
    1.49038101e-01  -5.16554454e-02]
 [  4.82244271e-02   4.27855779e-02   1.46069276e-02   9.92363196e-02
   -1.04313533e-01  -1.01959404e-01   1.07782469e-01  -1.64159632e-01
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 [ -9.19364791e-02   3.95227776e-04   1.98916614e-01  -3.48301148e-02
   -8.44744311e-02  -1.22134059e-01  -1.61050992e-01  -1.41610776e-01
   -2.18113710e-01   1.63414845e-02]
 [  1.00982429e-01  -2.83520204e-01   7.36202056e-02   8.49857177e-02
    5.62660943e-02   1.54755799e-01   1.92849303e-01   2.16609171e-02
   -1.09400257e-01   1.86689452e-01]]
final_inputs_run [[ 0.07342588]
 [ 0.15969921]
 [ 0.25206412]
 ..., 
 [ 0.16714466]
 [ 0.11666032]
 [ 0.12681614]]
final_outputs_run [[ 0.07342588]
 [ 0.15969921]
 [ 0.25206412]
 ..., 
 [ 0.16714466]
 [ 0.11666032]
 [ 0.12681614]]
Progress: 0.2% ... Training loss: 0.817 ... Validation loss: 1.193[-0.41531448]
[-0.95106536]
[-0.41598711]
[ 0.04958022]
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[ 0.41041905]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
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24             1          0          0          0          0          0   
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29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
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15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
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...          ...  
15405          0  
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15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -2.20997105e-01  -9.27514050e-02  -2.24200366e-04  -4.35372612e-02
    2.62030264e-01  -3.64933763e-02  -5.01310224e-02  -4.97028560e-02
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    3.88604137e-01  -1.36210454e-01   8.92994413e-03   7.10031515e-02
   -6.85875056e-02  -9.26315568e-02]
 [  2.07966359e-02   2.62111566e-01  -2.53320198e-01   2.19510583e-01
   -2.13565313e-01   2.58360838e-02  -1.13517424e-01  -1.07891980e-02
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 [ -2.44715358e-01   3.46813932e-02   1.20284356e-01  -6.46574830e-02
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   -1.41038929e-01  -4.31387809e-02]
 [  3.22628555e-01  -1.58562676e-02   9.03993089e-02  -1.82677006e-01
   -2.56135565e-01   2.63349399e-01   1.54890979e-02   7.54801799e-02
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 [ -3.20425586e-02  -2.73858872e-02  -3.41216363e-02   1.98223251e-01
   -6.56300926e-02  -2.62715220e-01   3.60964640e-02  -6.56762310e-02
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 [  1.85603640e-01   6.73593992e-02   1.09795361e-01   5.24366214e-02
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   -7.09224229e-02   1.00447371e-01]
 [ -1.11062587e-01  -1.03826662e-01  -5.89784091e-02  -8.18233150e-02
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 [ -1.05329945e-01   1.41839236e-01  -4.07655669e-02   1.42157027e-02
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 [  6.15945997e-02   1.27530953e-01  -3.64551414e-03  -2.30991499e-02
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   -1.38531834e-01  -4.85921134e-02]
 [ -1.70275338e-02   3.04463335e-01  -1.29523471e-01   5.01797877e-02
    4.30977812e-02  -4.33207187e-02  -7.44866632e-02  -2.70670837e-01
   -8.32086952e-02  -1.15970547e-01]
 [ -6.80059357e-02   1.44842729e-01  -9.48693208e-02  -2.95028532e-01
   -1.71132494e-01  -3.09534498e-01   4.60051068e-02  -8.30832880e-02
   -8.53666124e-02  -1.74712157e-01]
 [  9.89010593e-02   3.71154147e-02  -8.55762636e-02  -7.66968865e-02
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    1.33768207e-01  -1.26639135e-02]
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    1.97584464e-01  -7.48546801e-02]
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   -9.01981421e-02   1.69936991e-01]
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   -4.45178997e-02  -6.43154378e-02  -8.04097696e-02   1.72594406e-01
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    1.23421900e-01  -2.83126298e-01]
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   -1.77348322e-01   4.88990434e-02]
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   -1.56670958e-01  -1.01663476e-01   1.58094826e-01  -6.95471946e-02
   -1.08369591e-01   3.81326643e-02]
 [ -5.92500473e-02   7.43206920e-02  -7.67994160e-02   1.42931887e-02
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    2.69398715e-01  -4.96985192e-02]
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   -6.30530278e-02  -6.06540167e-02]
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   -7.21550885e-02  -2.44979184e-02  -1.18333946e-01   5.24585272e-02
   -1.61624765e-01  -1.80738479e-01]
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   -5.79531938e-02   7.26271065e-02  -4.85375180e-02  -1.05733099e-01
   -8.47402247e-03  -1.99878941e-02]
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   -1.25413651e-02  -1.77057130e-01]
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   -2.30817090e-01  -1.68674837e-02  -1.65187659e-02   7.57608577e-02
   -1.53688811e-01  -3.78560064e-02]
 [  1.42305571e-01   3.09498257e-02  -2.34949669e-02  -8.30777779e-02
   -1.42424930e-01   6.86086634e-02  -9.10088439e-02   5.23547903e-02
    2.09019873e-02   5.36852212e-02]
 [ -1.39654144e-01   1.69475573e-01   1.16986351e-01   4.63444102e-02
    1.46214749e-01  -1.51839151e-01  -1.49263760e-01  -1.40335293e-01
    6.50857382e-05   1.45155158e-01]
 [  1.83383745e-01   2.38757525e-01   8.00026091e-02   1.32857785e-01
   -8.38114188e-02  -2.51325489e-01  -7.53097656e-02  -9.40096160e-02
   -1.13721138e-01   1.58009671e-01]
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   -3.19004031e-02  -1.64746941e-02  -1.00603555e-01   4.52688053e-02
    1.27252039e-01  -1.67772132e-01]
 [  1.02023318e-01   6.74651569e-02   7.11222673e-02  -3.23757978e-02
   -2.56815874e-01   2.40195139e-01   4.39474413e-02   5.09938862e-02
    1.39904736e-01  -2.91654065e-01]
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    1.26460156e-01  -1.77899254e-01]
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    1.66507558e-01  -1.29321398e-01  -9.29716811e-02   9.34548505e-02
    3.35999152e-01  -1.55603601e-01]
 [  2.81537411e-01   3.57630492e-02  -1.52219802e-01   2.05814620e-01
    1.04838480e-01  -1.29128151e-01  -7.36463348e-02  -1.20211743e-01
    2.20857458e-02  -3.43731830e-02]
 [ -2.74057502e-01  -1.65624863e-01   2.59811289e-01   6.11889655e-03
   -1.16663172e-01   9.13902021e-02   1.30570093e-01   1.67804989e-01
   -1.41986866e-02  -7.51329692e-02]
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    3.17122057e-02   8.31932667e-02   9.64987245e-02   1.77678646e-01
    9.26747189e-02  -1.09832301e-01]
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   -1.54397058e-01   1.92813540e-01   5.90549361e-02  -1.83935560e-01
   -1.08872752e-01  -4.42523183e-03]
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   -2.07877853e-01   4.84479533e-02   1.47894626e-01   1.25312727e-01
    3.03888658e-02   3.11436813e-03]
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   -2.52275374e-02   1.55368930e-01  -2.98421814e-01  -4.74341121e-02
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    1.49147619e-01  -5.21504289e-02]
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    5.47540240e-02   1.54960073e-01   1.93308025e-01   2.12664508e-02
   -1.09498955e-01   1.87139267e-01]]
final_inputs_run [[-0.40238418]
 [-0.3958238 ]
 [-0.42135918]
 ..., 
 [-0.08363777]
 [-0.02796389]
 [ 0.00687519]]
final_outputs_run [[-0.40238418]
 [-0.3958238 ]
 [-0.42135918]
 ..., 
 [-0.08363777]
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 [ 0.00687519]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
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 [  1.01543937e-01  -2.83256509e-01   7.31187457e-02   8.54935848e-02
    5.47540240e-02   1.54960073e-01   1.93308025e-01   2.12664508e-02
   -1.09498955e-01   1.87139267e-01]]
final_inputs_run [[ 0.02366386]
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 ..., 
 [ 0.11855712]
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final_outputs_run [[ 0.02366386]
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 ..., 
 [ 0.11855712]
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Progress: 0.2% ... Training loss: 0.802 ... Validation loss: 1.207[-0.02206205]
[ 2.51994103]
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[ 0.39857152]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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    1.06164179e-01   7.36694284e-02]
 [  5.99224345e-02   5.09689331e-02  -2.82847556e-01  -2.08094187e-01
    3.16897050e-01  -8.92236109e-02   1.25453021e-01   4.39130581e-02
   -9.12702107e-03  -5.25584149e-02]
 [ -1.41511624e-01   1.10795074e-01  -2.42837058e-01   7.68721693e-02
    1.80392426e-01  -5.56933938e-02   6.99952002e-02  -1.04948380e-01
    2.09739618e-01   2.08420106e-01]
 [  1.19652427e-01   1.99584695e-01   2.34055807e-02  -4.79544640e-02
    4.64963293e-03   2.15482297e-01  -4.68042140e-02  -2.24403740e-01
   -8.73756624e-02   1.67029548e-01]
 [ -1.47341584e-02  -3.19072840e-02  -5.30030862e-03  -1.49395532e-01
    2.04231903e-01   2.57909059e-02   3.04680607e-02  -1.27627782e-01
    1.15522664e-01   6.81295815e-02]
 [  6.09908354e-02  -3.28538867e-02  -1.52640032e-01  -2.58885068e-01
   -9.24748868e-02   1.28969698e-01   1.29401566e-01  -8.37901053e-03
    2.46598814e-01   3.65184774e-02]
 [ -6.57062673e-02  -1.01451921e-01  -1.28889419e-01   1.28924636e-01
    3.24480854e-03  -4.83806294e-02  -4.05485366e-02   1.27332236e-01
   -9.02707929e-02   1.70388678e-01]
 [  1.18822053e-01   1.53223001e-01  -3.19208122e-02   1.91862168e-01
   -4.59557529e-02  -6.41073056e-02  -7.99515286e-02   1.72229453e-01
    1.11572947e-01   2.66914323e-01]
 [ -2.56108591e-01   1.01330026e-02  -1.32083562e-01   6.02693660e-02
   -5.02699940e-02  -1.43677762e-01  -1.76098196e-01   7.20589419e-02
    1.23381257e-01  -2.82867150e-01]
 [  3.27014983e-02  -8.12983967e-02  -4.06305790e-02  -1.39678851e-01
    4.86959538e-03  -9.46138498e-02   6.20324071e-02   1.25415292e-02
   -1.77391954e-01   4.91662469e-02]
 [  7.16388975e-02  -1.95615823e-01   3.98850872e-03  -1.48191051e-01
   -1.58254234e-01  -1.01417083e-01   1.58606324e-01  -6.99614255e-02
   -1.08454875e-01   3.86637724e-02]
 [ -5.89715662e-02   7.44572196e-02  -7.70271608e-02   1.45469908e-02
    8.19426717e-02   5.85739075e-02   2.75101849e-02   1.66573650e-01
    2.69362550e-01  -4.94707333e-02]
 [ -1.20862838e-01  -1.78023366e-01  -4.39638882e-02  -1.84647272e-01
    2.65705031e-01   2.45560582e-03   1.65302995e-01  -5.03668362e-03
   -6.30583903e-02  -6.06229138e-02]
 [ -1.97216403e-01  -2.16940517e-01  -1.43725433e-01   6.29161797e-02
   -7.10870663e-02  -2.46865340e-02  -1.18741142e-01   5.27844404e-02
   -1.61556708e-01  -1.81137296e-01]
 [  2.17464686e-01   2.50515552e-01  -1.28273116e-02  -1.23871908e-02
   -5.79512795e-02   7.26256372e-02  -4.85396719e-02  -1.05731231e-01
   -8.47371080e-03  -1.99921016e-02]
 [  3.51881651e-02   1.16690711e-02  -2.11036667e-01   9.67575184e-02
    1.62720831e-01  -6.37534126e-02   1.68090321e-01   2.56879751e-02
   -1.25719029e-02  -1.76862214e-01]
 [  2.46989010e-02   1.69685671e-01   1.49288238e-01  -3.83367742e-02
   -2.31223967e-01  -1.68018030e-02  -1.63782218e-02   7.56496025e-02
   -1.53712307e-01  -3.77123595e-02]
 [  1.42067270e-01   3.08334451e-02  -2.32919293e-02  -8.32866091e-02
   -1.41892405e-01   6.85151278e-02  -9.11969044e-02   5.25112162e-02
    2.09348230e-02   5.34757518e-02]
 [ -1.39730056e-01   1.69434157e-01   1.17055777e-01   4.62709398e-02
    1.46380728e-01  -1.51868076e-01  -1.49331734e-01  -1.40281907e-01
    7.63689105e-05   1.45086015e-01]
 [  1.83241237e-01   2.38685822e-01   8.01206379e-02   1.32724853e-01
   -8.34384771e-02  -2.51380385e-01  -7.54268466e-02  -9.39167797e-02
   -1.13702076e-01   1.57894350e-01]
 [  2.86704611e-02  -1.60247633e-01   8.76691642e-02   1.93589149e-01
   -3.15484672e-02  -1.65320513e-02  -1.00730275e-01   4.53796313e-02
    1.27274817e-01  -1.67898770e-01]
 [  1.01406019e-01   6.71883477e-02   7.16073533e-02  -3.29076617e-02
   -2.55520220e-01   2.39953850e-01   4.34596792e-02   5.13805047e-02
    1.39989044e-01  -2.92117321e-01]
 [  3.19857059e-01  -8.01594469e-02  -8.27302708e-02  -2.00496308e-01
    2.17717448e-01  -4.58373667e-02  -3.00824096e-02   1.24640497e-01
    1.26568729e-01  -1.78540887e-01]
 [ -1.34108632e-01  -5.15313505e-02  -5.89778363e-02   5.69164066e-02
    1.68919897e-01  -1.29701406e-01  -9.38508558e-02   9.41622238e-02
    3.36146904e-01  -1.56475086e-01]
 [  2.80738150e-01   3.53784411e-02  -1.51605570e-01   2.05122852e-01
    1.06228801e-01  -1.29415816e-01  -7.42820142e-02  -1.19707401e-01
    2.21914142e-02  -3.49947124e-02]
 [ -2.74071716e-01  -1.65634494e-01   2.59829326e-01   6.10458310e-03
   -1.16637295e-01   9.13786191e-02   1.30556063e-01   1.67818093e-01
   -1.41942368e-02  -7.51552508e-02]
 [  1.05213809e-01  -4.67796377e-03   2.55610822e-01  -2.36488998e-01
    3.16129101e-02   8.32049746e-02   9.65244832e-02   1.77657414e-01
    9.26711614e-02  -1.09801460e-01]
 [  1.21138055e-01   7.66758186e-02  -8.45370033e-02  -1.19331161e-01
   -1.55000791e-01   1.92905693e-01   5.92507202e-02  -1.84088910e-01
   -1.08904891e-01  -4.23171013e-03]
 [ -2.08528270e-01   9.12016201e-02  -1.60906731e-01  -1.02456440e-01
   -2.08834046e-01   4.85885740e-02   1.48193148e-01   1.25078563e-01
    3.03391696e-02   3.40427764e-03]
 [  1.64526569e-02   7.38577700e-02   5.94961708e-03   4.89754890e-02
   -2.54901148e-02   1.55382893e-01  -2.98398799e-01  -4.74557793e-02
   -3.59794394e-02  -1.71765928e-01]
 [  2.28044355e-02   8.15096051e-03   1.97943897e-01  -1.46305986e-01
   -5.26190732e-02  -1.92154289e-01   1.42254590e-01  -2.01685059e-01
    1.68393512e-02   1.58028514e-01]
 [  6.78091500e-03   2.28489364e-01   4.03459749e-01   1.90128812e-01
    1.53642531e-01   2.34926595e-02   9.91700604e-02  -6.78116634e-02
    1.49244250e-01  -5.26646817e-02]
 [  4.88542872e-02   4.30769315e-02   1.40466729e-02   9.98243190e-02
   -1.06251972e-01  -1.01728844e-01   1.08304451e-01  -1.64625135e-01
    5.22775861e-02   1.30323584e-01]
 [ -7.66701906e-02   1.89784386e-01   2.91644575e-01  -1.31704146e-01
    2.00444844e-02  -4.19476916e-02  -3.12193151e-02   1.08039157e-01
   -2.41744490e-01  -1.05116038e-02]
 [ -9.22923652e-02   1.78572496e-04   1.99333391e-01  -3.52276579e-02
   -8.35916681e-02  -1.22280472e-01  -1.61476081e-01  -1.41251139e-01
   -2.18025651e-01   1.59689026e-02]
 [  1.01443968e-01  -2.83267705e-01   7.32038889e-02   8.53930117e-02
    5.48397081e-02   1.54912034e-01   1.93242656e-01   2.13293169e-02
   -1.09480388e-01   1.87044456e-01]]
final_inputs_run [[-0.40030711]
 [-0.39443035]
 [-0.41990277]
 ..., 
 [-0.07189692]
 [-0.01436987]
 [ 0.02228444]]
final_outputs_run [[-0.40030711]
 [-0.39443035]
 [-0.41990277]
 ..., 
 [-0.07189692]
 [-0.01436987]
 [ 0.02228444]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
15442          0  
15443          0  
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final_inputs_run [[ 0.03996767]
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 ..., 
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final_outputs_run [[ 0.03996767]
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 ..., 
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Progress: 0.2% ... Training loss: 0.797 ... Validation loss: 1.193[-0.57433511]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
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final_inputs_run [[-0.52209242]
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final_outputs_run [[-0.52209242]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
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15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
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15441          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
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16854          0          1          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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[1440 rows x 56 columns]
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   -8.73973348e-02   1.67140452e-01]
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   -9.47049245e-02   1.29289122e-01   1.30033209e-01  -8.92726428e-03
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    6.38619085e-04  -4.79787826e-02  -3.97349731e-02   1.26651753e-01
   -9.04238482e-02   1.71243827e-01]
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   -4.73864762e-02  -6.38991249e-02  -7.95214794e-02   1.71873055e-01
    1.11492085e-01   2.67337906e-01]
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   -5.20826320e-02  -1.43413842e-01  -1.75535333e-01   7.15937435e-02
    1.23282019e-01  -2.82296731e-01]
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   -1.77424444e-01   4.93510824e-02]
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   -1.59176967e-01  -1.01262094e-01   1.58921295e-01  -7.02269222e-02
   -1.08514825e-01   3.89942422e-02]
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   -1.61480039e-01  -1.81551696e-01]
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   -8.46984310e-03  -2.00143738e-02]
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   -1.26134055e-02  -1.76631188e-01]
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   -2.31173416e-01  -1.68078952e-02  -1.63933483e-02   7.56601359e-02
   -1.53708326e-01  -3.77277889e-02]
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   -1.41977712e-01   6.85298743e-02  -9.11670108e-02   5.24883830e-02
    2.09292134e-02   5.35068671e-02]
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    1.46416464e-01  -1.51867516e-01  -1.49343374e-01  -1.40271190e-01
    7.85114006e-05   1.45075988e-01]
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   -8.36307031e-02  -2.51352740e-01  -7.53713671e-02  -9.39620932e-02
   -1.13712470e-01   1.57953403e-01]
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   -3.17693092e-02  -1.65450022e-02  -1.00766561e-01   4.54020244e-02
    1.27278823e-01  -1.67913566e-01]
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   -2.54338525e-01   2.39768337e-01   4.30945124e-02   5.16809488e-02
    1.40057837e-01  -2.92471608e-01]
 [  3.19249131e-01  -8.04219643e-02  -8.22102596e-02  -2.01019521e-01
    2.18995127e-01  -4.60693359e-02  -3.05295840e-02   1.25027199e-01
    1.26656722e-01  -1.79037936e-01]
 [ -1.34433330e-01  -5.16949868e-02  -5.87045851e-02   5.66290947e-02
    1.69504428e-01  -1.29828377e-01  -9.41118522e-02   9.43777046e-02
    3.36192981e-01  -1.56727386e-01]
 [  2.80212496e-01   3.51132942e-02  -1.51156422e-01   2.04662950e-01
    1.07350990e-01  -1.29609777e-01  -7.47050933e-02  -1.19346007e-01
    2.22708129e-02  -3.54369793e-02]
 [ -2.73945080e-01  -1.65576741e-01   2.59735170e-01   6.20413359e-03
   -1.16967204e-01   9.14265544e-02   1.30655337e-01   1.67741485e-01
   -1.42122143e-02  -7.50566292e-02]
 [  1.05588066e-01  -4.49546488e-03   2.55303219e-01  -2.36162762e-01
    3.06282166e-02   8.33415956e-02   9.68101845e-02   1.77419000e-01
    9.26178394e-02  -1.09503159e-01]
 [  1.21362562e-01   7.67917280e-02  -8.47311817e-02  -1.19140075e-01
   -1.55580840e-01   1.92986441e-01   5.94335546e-02  -1.84235929e-01
   -1.08937472e-01  -4.03867974e-03]
 [ -2.08188426e-01   9.13695077e-02  -1.61192505e-01  -1.02162319e-01
   -2.09686243e-01   4.87170863e-02   1.48454357e-01   1.24857769e-01
    3.02890094e-02   3.68065962e-03]
 [  1.72209254e-02   7.42044488e-02   5.36311967e-03   4.96247851e-02
   -2.74035697e-02   1.55643258e-01  -2.97845523e-01  -4.79214614e-02
   -3.60843534e-02  -1.71170398e-01]
 [  2.34497698e-02   8.46921315e-03   1.97396912e-01  -1.45766732e-01
   -5.43821588e-02  -1.91916440e-01   1.42743903e-01  -2.02088745e-01
    1.67529819e-02   1.58558078e-01]
 [  6.34350762e-03   2.28251176e-01   4.03805636e-01   1.89736251e-01
    1.54587014e-01   2.33272251e-02   9.88241050e-02  -6.75311998e-02
    1.49311246e-01  -5.30030566e-02]
 [  4.96634804e-02   4.34584172e-02   1.34136083e-02   1.00501587e-01
   -1.08296160e-01  -1.01435499e-01   1.08890195e-01  -1.65124542e-01
    5.21677733e-02   1.30950980e-01]
 [ -7.63891992e-02   1.89913085e-01   2.91406489e-01  -1.31445862e-01
    1.92526207e-02  -4.18407476e-02  -3.09919074e-02   1.07854733e-01
   -2.41785871e-01  -1.02571956e-02]
 [ -9.12247432e-02   7.04776879e-04   1.98446351e-01  -3.42817606e-02
   -8.63716114e-02  -1.21860863e-01  -1.60628945e-01  -1.41953727e-01
   -2.18185408e-01   1.68264522e-02]
 [  1.01257137e-01  -2.83311397e-01   7.33783197e-02   8.52317151e-02
    5.47581927e-02   1.54843041e-01   1.93110349e-01   2.14333294e-02
   -1.09456350e-01   1.86898555e-01]]
final_inputs_run [[-0.06023977]
 [ 0.03446467]
 [ 0.13937419]
 ..., 
 [ 0.03472175]
 [-0.03023285]
 [-0.02286949]]
final_outputs_run [[-0.06023977]
 [ 0.03446467]
 [ 0.13937419]
 ..., 
 [ 0.03472175]
 [-0.03023285]
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Progress: 0.3% ... Training loss: 0.786 ... Validation loss: 1.240[-0.62575366]
[ 1.25500691]
[-0.06416642]
[ 0.07312401]
[ 1.27054125]
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[ 0.43928143]
[ 0.35465556]
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[ 1.27914301]
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[ 0.53512073]
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[ 0.56578822]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
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final_outputs_run [[-0.54019581]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
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15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
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16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
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16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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...         ...       ...           ...    ...        ...    ...    ...   
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16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
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16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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15436          0          0          0          1          0          0   
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...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16874          0          1          0          0          0          0   

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    2.66308577e-01   2.34799017e-03   1.65115030e-01  -4.89557570e-03
   -6.30437312e-02  -6.08503792e-02]
 [ -1.98537014e-01  -2.17641561e-01  -1.42678616e-01   6.17277024e-02
   -6.79044333e-02  -2.52191234e-02  -1.19793679e-01   5.35628861e-02
   -1.61417899e-01  -1.82255575e-01]
 [  2.17281217e-01   2.50427449e-01  -1.26947801e-02  -1.25447382e-02
   -5.75028976e-02   7.25522197e-02  -4.86785965e-02  -1.05632396e-01
   -8.45860311e-03  -2.01365935e-02]
 [  3.54922356e-02   1.18150951e-02  -2.11281981e-01   9.70159304e-02
    1.61973723e-01  -6.36403560e-02   1.68319970e-01   2.54942213e-02
   -1.26143132e-02  -1.76621729e-01]
 [  2.46768739e-02   1.69676524e-01   1.49308608e-01  -3.83487976e-02
   -2.31205647e-01  -1.68097232e-02  -1.63914431e-02   7.56558076e-02
   -1.53708778e-01  -3.77171456e-02]
 [  1.41897630e-01   3.07411695e-02  -2.31671807e-02  -8.34441246e-02
   -1.41488307e-01   6.84466660e-02  -9.13196394e-02   5.26011985e-02
    2.09446062e-02   5.33322593e-02]
 [ -1.39984945e-01   1.69271803e-01   1.17287696e-01   4.60075998e-02
    1.46868937e-01  -1.51987409e-01  -1.49571629e-01  -1.40109761e-01
    1.00214112e-04   1.44828351e-01]
 [  1.83328136e-01   2.38726913e-01   8.00676165e-02   1.32792258e-01
   -8.35820528e-02  -2.51352735e-01  -7.53574461e-02  -9.39703710e-02
   -1.13713377e-01   1.57967754e-01]
 [  2.83870646e-02  -1.60383993e-01   8.79061302e-02   1.93327039e-01
   -3.11760370e-02  -1.66509500e-02  -1.00960470e-01   4.55409684e-02
    1.27297645e-01  -1.68116535e-01]
 [  1.00722121e-01   6.68267872e-02   7.21555877e-02  -3.34741991e-02
   -2.53913185e-01   2.39672824e-01   4.29220273e-02   5.18046800e-02
    1.40075250e-01  -2.92650630e-01]
 [  3.18785277e-01  -8.06580547e-02  -8.19175640e-02  -2.01374050e-01
    2.19863008e-01  -4.62545909e-02  -3.08763769e-02   1.25264982e-01
    1.26689672e-01  -1.79385674e-01]
 [ -1.34958173e-01  -5.19783902e-02  -5.83162897e-02   5.61654997e-02
    1.70742512e-01  -1.30040812e-01  -9.45326740e-02   9.46670631e-02
    3.36230776e-01  -1.57168156e-01]
 [  2.79828221e-01   3.49191378e-02  -1.50879912e-01   2.04330201e-01
    1.08017736e-01  -1.29758234e-01  -7.50008451e-02  -1.19136416e-01
    2.23004389e-02  -3.57392762e-02]
 [ -2.73932545e-01  -1.65567910e-01   2.59724782e-01   6.22270056e-03
   -1.17023166e-01   9.14357568e-02   1.30664132e-01   1.67737787e-01
   -1.42128124e-02  -7.50413232e-02]
 [  1.05576725e-01  -4.49581385e-03   2.55317065e-01  -2.36174965e-01
    3.06604481e-02   8.33322946e-02   9.68088061e-02   1.77425530e-01
    9.26187200e-02  -1.09516671e-01]
 [  1.21553890e-01   7.68947572e-02  -8.48724626e-02  -1.18970294e-01
   -1.56017769e-01   1.93064341e-01   5.95806997e-02  -1.84340969e-01
   -1.08951754e-01  -3.87826757e-03]
 [ -2.07791102e-01   9.15786064e-02  -1.61486861e-01  -1.01809183e-01
   -2.10584560e-01   4.88812088e-02   1.48763893e-01   1.24635112e-01
    3.02588414e-02   4.02176917e-03]
 [  1.74732611e-02   7.43260898e-02   5.20072168e-03   4.98345710e-02
   -2.80496002e-02   1.55736317e-01  -2.97655614e-01  -4.80407019e-02
   -3.61005976e-02  -1.70955813e-01]
 [  2.37398205e-02   8.60928630e-03   1.97214795e-01  -1.45542856e-01
   -5.49404334e-02  -1.91809540e-01   1.42943652e-01  -2.02232819e-01
    1.67363090e-02   1.58774683e-01]
 [  5.89329238e-03   2.27997655e-01   4.04117719e-01   1.89367671e-01
    1.55525875e-01   2.31386707e-02   9.84660105e-02  -6.72846539e-02
    1.49342837e-01  -5.33640766e-02]
 [  4.97364474e-02   4.34785985e-02   1.33953125e-02   1.00553661e-01
   -1.08654805e-01  -1.01417616e-01   1.08951406e-01  -1.65149161e-01
    5.21629677e-02   1.30982340e-01]
 [ -7.64173805e-02   1.89905978e-01   2.91408890e-01  -1.31470303e-01
    1.92824905e-02  -4.18520055e-02  -3.10110311e-02   1.07854466e-01
   -2.41783796e-01  -1.02666200e-02]
 [ -9.15610115e-02   5.15114655e-04   1.98702175e-01  -3.45874159e-02
   -8.56090564e-02  -1.21991384e-01  -1.60905916e-01  -1.41759153e-01
   -2.18159041e-01   1.65376136e-02]
 [  1.01758723e-01  -2.83043230e-01   7.30566038e-02   8.56310466e-02
    5.34298353e-02   1.55042006e-01   1.93489140e-01   2.11781601e-02
   -1.09492451e-01   1.87300105e-01]]
final_inputs_run [[-0.06743845]
 [ 0.02873888]
 [ 0.1355855 ]
 ..., 
 [ 0.0272579 ]
 [-0.03979859]
 [-0.03501245]]
final_outputs_run [[-0.06743845]
 [ 0.02873888]
 [ 0.1355855 ]
 ..., 
 [ 0.0272579 ]
 [-0.03979859]
 [-0.03501245]]
Progress: 0.3% ... Training loss: 0.783 ... Validation loss: 1.242[-0.45926797]
[ 0.93649683]
[ 0.57423461]
[ 0.37216728]
[-0.34907238]
[ 0.05900783]
[-0.1173078]
[-0.79049205]
[ 0.06405968]
[ 0.55064829]
[-0.66051348]
[-0.33269239]
[ 0.74278906]
[-0.43938044]
[-0.11897668]
[ 0.26606901]
[-0.29029807]
[-0.19325216]
[-0.80832898]
[-0.45780711]
[ 0.30766751]
[ 0.16902566]
[-0.49156364]
[-0.38319099]
[-0.83933882]
[-0.36341827]
[ 0.13714263]
[ 0.3666303]
[ 0.29428476]
[-0.97674867]
[-0.24198859]
[-0.52315633]
[-0.11597749]
[-0.02925309]
[ 0.71402886]
[ 1.20619285]
[-0.79044411]
[ 2.45151359]
[-0.41894899]
[-0.81994135]
[-0.57063199]
[ 0.31409893]
[-0.54316688]
[-0.45229457]
[ 0.0570892]
[-0.45154585]
[ 2.01235719]
[-0.53238329]
[ 0.63204826]
[-0.80545205]
[-0.24733569]
[-0.98154957]
[-0.44883276]
[ 0.243339]
[-0.8072937]
[-0.73530502]
[ 0.09166255]
[-0.67948716]
[-0.70874846]
[-0.32957398]
[ 0.83586932]
[-0.84327707]
[-1.01020628]
[-0.17571795]
[-0.19715302]
[-0.15494489]
[-1.13747377]
[-0.85246628]
[-0.23294922]
[-0.34520089]
[ 0.48144033]
[ 1.24251535]
[ 0.09166255]
[ 1.49104857]
[ 0.95558741]
[-0.35341645]
[-1.03940132]
[-0.27149669]
[-0.14485981]
[-0.38806763]
[ 1.17097222]
[-0.71215974]
[-1.03172293]
[-0.69347454]
[-0.44611707]
[-1.05006197]
[ 1.04313692]
[ 0.00409314]
[-0.84742187]
[-0.76629555]
[-0.24656817]
[ 1.91844771]
[-0.83876642]
[-0.2566221]
[-0.26758284]
[ 2.22911466]
[ 0.14850583]
[-0.66214727]
[-0.32450399]
[-0.51192647]
[-0.29151431]
[-0.63414897]
[-0.21474714]
[ 0.22595018]
[ 0.62953842]
[ 3.43348419]
[-0.71823135]
[ 0.55796684]
[-0.68847637]
[ 0.32943523]
[-0.02093924]
[-0.28151884]
[ 0.84741097]
[-0.73296467]
[ 0.07914663]
[-0.28883701]
[ 0.72472467]
[ 0.4448428]
[-0.32119785]
[ 2.54034034]
[ 0.20884783]
[-0.83798912]
[-0.60391953]
[-0.7055366]
[ 2.6743004]
[ 0.5751995]
[-0.01050197]
[ 0.29963519]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
15426          0          0          1          0          0          0   
15427          0          0          0          1          0          0   
15428          0          0          0          1          0          0   
15429          0          0          0          1          0          0   
15430          0          0          0          1          0          0   
15431          0          0          0          1          0          0   
15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
12             1  
13             1  
14             1  
15             1  
16             1  
17             1  
18             1  
19             1  
20             1  
21             1  
22             1  
23             1  
24             0  
25             0  
26             0  
27             0  
28             0  
29             0  
...          ...  
15405          0  
15406          0  
15407          0  
15408          0  
15409          0  
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
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    1.67218603e-02   1.58979595e-01]
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    5.41182968e-02   1.54840011e-01   1.93162143e-01   2.14221102e-02
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final_inputs_run [[-0.08548633]
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 ..., 
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final_outputs_run [[-0.08548633]
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 ..., 
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Progress: 0.3% ... Training loss: 0.781 ... Validation loss: 1.253[-0.07131392]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
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3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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 [ -1.59121170e-02   3.05026874e-01  -1.30401492e-01   5.11671175e-02
    4.02378246e-02  -4.28882073e-02  -7.36214227e-02  -2.71327197e-01
   -8.33282377e-02  -1.15020120e-01]
 [ -6.88687278e-02   1.44346571e-01  -9.42198234e-02  -2.95816601e-01
   -1.69057455e-01  -3.09878922e-01   4.53010267e-02  -8.25937769e-02
   -8.53177493e-02  -1.75358709e-01]
 [  9.87756108e-02   3.69885249e-02  -8.54143361e-02  -7.68915636e-02
   -1.53298669e-01  -1.88436336e-02   7.66353917e-02   2.94815016e-02
   -4.56790349e-03   1.25596629e-01]
 [ -1.90504859e-01  -1.52455910e-02   1.86746955e-02   1.00920846e-01
   -1.55209698e-01   8.85995597e-02   5.78751195e-02   2.07917725e-01
    1.34019587e-01  -1.47852546e-02]
 [ -1.60559596e-01   1.39115254e-01   2.50378321e-01  -2.23271160e-02
    1.29369515e-01   3.24964194e-02   1.01637488e-01  -1.29559146e-01
    1.97534696e-01  -7.40638437e-02]
 [  2.03427511e-01  -6.60909181e-02  -1.83830887e-02  -2.17103023e-01
    4.01093805e-02   1.55452465e-01  -3.89379216e-02  -2.71828180e-02
    1.06147559e-01   7.41611162e-02]
 [  5.97391036e-02   5.08761627e-02  -2.82564314e-01  -2.08245706e-01
    3.16209864e-01  -8.93113633e-02   1.25269154e-01   4.40569518e-02
   -9.09310578e-03  -5.27143027e-02]
 [ -1.41823128e-01   1.10586368e-01  -2.42612931e-01   7.65687446e-02
    1.80743023e-01  -5.58401231e-02   6.97143672e-02  -1.04767024e-01
    2.09762714e-01   2.08083456e-01]
 [  1.19714224e-01   1.99584662e-01   2.33634695e-02  -4.79072124e-02
    4.44229241e-03   2.15498308e-01  -4.67532860e-02  -2.24448443e-01
   -8.73899507e-02   1.67038440e-01]
 [ -1.47199182e-02  -3.18958143e-02  -5.32310900e-03  -1.49366616e-01
    2.04174568e-01   2.57980772e-02   3.04845440e-02  -1.27644636e-01
    1.15522718e-01   6.81337694e-02]
 [  6.30327788e-02  -3.18266607e-02  -1.54162010e-01  -2.57175952e-01
   -9.74432358e-02   1.29766577e-01   1.30919620e-01  -9.54468733e-03
    2.46400198e-01   3.81752940e-02]
 [ -6.29868962e-02  -1.00055706e-01  -1.30925196e-01   1.31259744e-01
   -3.05052128e-03  -4.72988778e-02  -3.84754251e-02   1.25783625e-01
   -9.05341214e-02   1.72621078e-01]
 [  1.21610189e-01   1.54664139e-01  -3.39859054e-02   1.94278485e-01
   -5.25190576e-02  -6.29740354e-02  -7.78095780e-02   1.70684349e-01
    1.11341656e-01   2.69161817e-01]
 [ -2.55021374e-01   1.06839095e-02  -1.32944976e-01   6.12275159e-02
   -5.29751264e-02  -1.43259509e-01  -1.75254592e-01   7.13912632e-02
    1.23258839e-01  -2.81969906e-01]
 [  3.44448510e-02  -8.03989371e-02  -4.18513711e-02  -1.38195915e-01
    7.88961868e-04  -9.39274681e-02   6.33356737e-02   1.16247081e-02
   -1.77522592e-01   5.05841730e-02]
 [  7.35972190e-02  -1.94590201e-01   2.58193335e-03  -1.46506476e-01
   -1.62569031e-01  -1.00639843e-01   1.60075667e-01  -7.10362596e-02
   -1.08616713e-01   4.02628746e-02]
 [ -5.78844033e-02   7.50074606e-02  -7.77953657e-02   1.54581645e-02
    7.94403616e-02   5.90076839e-02   2.83308102e-02   1.65996534e-01
    2.69278523e-01  -4.85807247e-02]
 [ -1.21507593e-01  -1.78364828e-01  -4.35375446e-02  -1.85178632e-01
    2.67196111e-01   2.20943204e-03   1.64862359e-01  -4.70677379e-03
   -6.30199859e-02  -6.11453915e-02]
 [ -1.99710817e-01  -2.18327072e-01  -1.41836712e-01   6.06449706e-02
   -6.49154830e-02  -2.57077740e-02  -1.20763763e-01   5.42324635e-02
   -1.61333272e-01  -1.83303576e-01]
 [  2.16642693e-01   2.50110010e-01  -1.22492520e-02  -1.30926824e-02
   -5.60169188e-02   7.22900830e-02  -4.91530222e-02  -1.05302130e-01
   -8.41767422e-03  -2.06637739e-02]
 [  3.55438553e-02   1.18368729e-02  -2.11325462e-01   9.70586608e-02
    1.61840470e-01  -6.36111088e-02   1.68358347e-01   2.54718449e-02
   -1.26150788e-02  -1.76559696e-01]
 [  2.44512634e-02   1.69583718e-01   1.49476029e-01  -3.85439139e-02
   -2.30696002e-01  -1.69038614e-02  -1.65190323e-02   7.57586274e-02
   -1.53697896e-01  -3.79026813e-02]
 [  1.41844196e-01   3.07214946e-02  -2.31379977e-02  -8.34671214e-02
   -1.41500437e-01   6.84271377e-02  -9.13499516e-02   5.26263944e-02
    2.09488050e-02   5.32968254e-02]
 [ -1.40251096e-01   1.69150120e-01   1.17455182e-01   4.58275748e-02
    1.47371272e-01  -1.52091037e-01  -1.49744325e-01  -1.39995516e-01
    1.12567331e-04   1.44655199e-01]
 [  1.83028450e-01   2.38586318e-01   8.02689733e-02   1.32547108e-01
   -8.30473618e-02  -2.51471330e-01  -7.55513992e-02  -9.38272215e-02
   -1.13696968e-01   1.57726234e-01]
 [  2.81479905e-02  -1.60515922e-01   8.80968823e-02   1.93103368e-01
   -3.06114463e-02  -1.67464924e-02  -1.01154053e-01   4.56747101e-02
    1.27314915e-01  -1.68334871e-01]
 [  9.97450247e-02   6.62624282e-02   7.28757117e-02  -3.43151433e-02
   -2.51622714e-01   2.39238598e-01   4.21119539e-02   5.23646511e-02
    1.40141816e-01  -2.93439085e-01]
 [  3.18068554e-01  -8.10203076e-02  -8.13937549e-02  -2.01937085e-01
    2.21134275e-01  -4.65573496e-02  -3.14264287e-02   1.25639998e-01
    1.26737042e-01  -1.79991885e-01]
 [ -1.36419704e-01  -5.27917556e-02  -5.72481626e-02   5.48361060e-02
    1.73777104e-01  -1.30647813e-01  -9.56998298e-02   9.54639317e-02
    3.36325862e-01  -1.58431524e-01]
 [  2.78910388e-01   3.44344656e-02  -1.50273238e-01   2.03560232e-01
    1.09462667e-01  -1.30105937e-01  -7.56692993e-02  -1.18670063e-01
    2.23544642e-02  -3.64675814e-02]
 [ -2.73814155e-01  -1.65501905e-01   2.59646058e-01   6.32000012e-03
   -1.17293023e-01   9.14809643e-02   1.30754326e-01   1.67675356e-01
   -1.42194250e-02  -7.49529133e-02]
 [  1.05738762e-01  -4.41161533e-03   2.55218650e-01  -2.36049129e-01
    3.02791171e-02   8.33977946e-02   9.69310889e-02   1.77346454e-01
    9.26084341e-02  -1.09387248e-01]
 [  1.22030892e-01   7.71633841e-02  -8.52171317e-02  -1.18570267e-01
   -1.57170206e-01   1.93260510e-01   5.99565714e-02  -1.84594583e-01
   -1.08980925e-01  -3.46553212e-03]
 [ -2.06859269e-01   9.20864176e-02  -1.62148958e-01  -1.00987149e-01
   -2.12728745e-01   4.92690619e-02   1.49480409e-01   1.24142284e-01
    3.02000577e-02   4.82440466e-03]
 [  1.76425886e-02   7.44161122e-02   5.11106873e-03   4.99935836e-02
   -2.86771142e-02   1.55798122e-01  -2.97547756e-01  -4.81144558e-02
   -3.61108588e-02  -1.70752014e-01]
 [  2.39517608e-02   8.70709841e-03   1.97107673e-01  -1.45404829e-01
   -5.53512883e-02  -1.91754382e-01   1.43041528e-01  -2.02299505e-01
    1.67285480e-02   1.58911463e-01]
 [  6.30488614e-03   2.28207831e-01   4.03827367e-01   1.89707049e-01
    1.54401425e-01   2.33160747e-02   9.87642420e-02  -6.74943886e-02
    1.49316350e-01  -5.29891055e-02]
 [  4.94855653e-02   4.33111941e-02   1.35333237e-02   1.00297943e-01
   -1.08271146e-01  -1.01531187e-01   1.08734347e-01  -1.64989761e-01
    5.21804654e-02   1.30704361e-01]
 [ -7.60424218e-02   1.90085555e-01   2.91219586e-01  -1.31160827e-01
    1.85185248e-02  -4.16623157e-02  -3.07362051e-02   1.07677923e-01
   -2.41802344e-01  -9.95414537e-03]
 [ -9.08421492e-02   9.19567619e-04   1.98214117e-01  -3.39478235e-02
   -8.73944748e-02  -1.21688724e-01  -1.60363270e-01  -1.42137928e-01
   -2.18203349e-01   1.71384331e-02]
 [  1.00722517e-01  -2.83537619e-01   7.37794142e-02   8.47889512e-02
    5.52251629e-02   1.54605902e-01   1.92761248e-01   2.17151523e-02
   -1.09425219e-01   1.86443835e-01]]
final_inputs_run [[-0.58018305]
 [-0.57517575]
 [-0.60683357]
 ..., 
 [-0.21797553]
 [-0.16496153]
 [-0.11668118]]
final_outputs_run [[-0.58018305]
 [-0.57517575]
 [-0.60683357]
 ..., 
 [-0.21797553]
 [-0.16496153]
 [-0.11668118]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
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Progress: 0.3% ... Training loss: 0.776 ... Validation loss: 1.249[ 0.61938684]
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3       0        0 -1.334609  0.636351  -1.553844         1         0   
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6       0        0 -1.438475  0.895513  -1.553844         1         0   
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9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
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15      0        0 -0.295951  0.740016   0.886073         1         0   
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28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
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15434   1        0 -0.192085  0.999178  -0.699669         0         0   

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[15435 rows x 56 columns]
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final_inputs_run [[-0.519681  ]
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 ..., 
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final_outputs_run [[-0.519681  ]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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15446          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
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16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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15438          0  
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15440          0  
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...          ...  
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[1440 rows x 56 columns]
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   -1.17110424e-01   9.14484083e-02   1.30696576e-01   1.67716154e-01
   -1.42142674e-02  -7.50201440e-02]
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    5.62736803e-02   1.54360173e-01   1.92336759e-01   2.20065403e-02
   -1.09388132e-01   1.85988345e-01]]
final_inputs_run [[-0.01863321]
 [ 0.0908178 ]
 [ 0.20507983]
 ..., 
 [ 0.08010937]
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final_outputs_run [[-0.01863321]
 [ 0.0908178 ]
 [ 0.20507983]
 ..., 
 [ 0.08010937]
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Progress: 0.3% ... Training loss: 0.767 ... Validation loss: 1.199[ 1.07295569]
[ 2.15332581]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
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final_inputs_run [[-0.55282099]
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final_outputs_run [[-0.55282099]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
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15445         0         1             0    ...          0      0      0   
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15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
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16846         0         1             0    ...          0      0      0   
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16852         0         1             0    ...          0      0      1   
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16855         0         1             0    ...          0      0      0   
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16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
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16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16874          0          1          0          0          0          0   

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   -6.13208125e-03  -4.67704076e-02  -3.75467311e-02   1.25091181e-01
   -9.06508389e-02   1.73690355e-01]
 [  1.23197130e-01   1.55533971e-01  -3.51853933e-02   1.95646256e-01
   -5.62913416e-02  -6.23186826e-02  -7.66631486e-02   1.69824326e-01
    1.11204821e-01   2.70480070e-01]
 [ -2.54184871e-01   1.11557128e-02  -1.33591853e-01   6.19825137e-02
   -5.49812413e-02  -1.42893102e-01  -1.74628616e-01   7.09204298e-02
    1.23186469e-01  -2.81217907e-01]
 [  3.53623579e-02  -7.98932296e-02  -4.25223142e-02  -1.37415774e-01
   -1.26043328e-03  -9.35646057e-02   6.39832374e-02   1.11412229e-02
   -1.77600052e-01   5.13572555e-02]
 [  7.47845188e-02  -1.93945780e-01   1.70263539e-03  -1.45516743e-01
   -1.65276716e-01  -1.00155871e-01   1.60919584e-01  -7.16695126e-02
   -1.08722113e-01   4.12766763e-02]
 [ -5.71616871e-02   7.54146589e-02  -7.83465190e-02   1.61020636e-02
    7.77769340e-02   5.93168618e-02   2.88724625e-02   1.65601112e-01
    2.69221365e-01  -4.79416171e-02]
 [ -1.21969213e-01  -1.78634042e-01  -4.32238810e-02  -1.85567062e-01
    2.68203709e-01   2.01650516e-03   1.64524476e-01  -4.46932209e-03
   -6.29908987e-02  -6.15453964e-02]
 [ -2.02077532e-01  -2.19658711e-01  -1.40043061e-01   5.85742619e-02
   -5.94798996e-02  -2.66764747e-02  -1.22503459e-01   5.55341114e-02
   -1.61113478e-01  -1.85312570e-01]
 [  2.16282949e-01   2.49922268e-01  -1.20076246e-02  -1.33770504e-02
   -5.53542272e-02   7.21461347e-02  -4.93956909e-02  -1.05127562e-01
   -8.39475214e-03  -2.09579666e-02]
 [  3.58472192e-02   1.19869027e-02  -2.11526353e-01   9.72897183e-02
    1.61303632e-01  -6.34922765e-02   1.68555985e-01   2.53223844e-02
   -1.26357998e-02  -1.76316397e-01]
 [  2.43419640e-02   1.69522377e-01   1.49555283e-01  -3.86383017e-02
   -2.30421540e-01  -1.69486444e-02  -1.65923573e-02   7.58199752e-02
   -1.53688415e-01  -3.79928897e-02]
 [  1.41069162e-01   3.03136545e-02  -2.25904254e-02  -8.40834560e-02
   -1.39920892e-01   6.81075850e-02  -9.18962799e-02   5.30393588e-02
    2.10155302e-02   5.26501104e-02]
 [ -1.40634280e-01   1.68921994e-01   1.17751451e-01   4.54662734e-02
    1.48092805e-01  -1.52249004e-01  -1.50035556e-01  -1.39785106e-01
    1.41501522e-04   1.44311377e-01]
 [  1.82708934e-01   2.38376092e-01   8.05021197e-02   1.32256800e-01
   -8.24480923e-02  -2.51615465e-01  -7.58126719e-02  -9.36470372e-02
   -1.13667990e-01   1.57457048e-01]
 [  2.74843240e-02  -1.60877165e-01   8.86310968e-02   1.92484740e-01
   -2.92564905e-02  -1.70406223e-02  -1.01691407e-01   4.60729675e-02
    1.27382594e-01  -1.68877939e-01]
 [  9.90938515e-02   6.59200104e-02   7.33020832e-02  -3.48103211e-02
   -2.50414366e-01   2.38960777e-01   4.16467793e-02   5.27016577e-02
    1.40190590e-01  -2.93931924e-01]
 [  3.15350444e-01  -8.24639487e-02  -7.94564154e-02  -2.03999364e-01
    2.26113232e-01  -4.76056458e-02  -3.33584581e-02   1.27102686e-01
    1.26971714e-01  -1.82116540e-01]
 [ -1.38121504e-01  -5.38527171e-02  -5.59587244e-02   5.32291871e-02
    1.77282792e-01  -1.31408963e-01  -9.71276479e-02   9.64692033e-02
    3.36458739e-01  -1.59929096e-01]
 [  2.78410394e-01   3.41617587e-02  -1.49909375e-01   2.03136250e-01
    1.10528166e-01  -1.30292305e-01  -7.60254434e-02  -1.18411292e-01
    2.23955317e-02  -3.68787123e-02]
 [ -2.74050928e-01  -1.65650396e-01   2.59839893e-01   6.08850953e-03
   -1.16740449e-01   9.13756810e-02   1.30579650e-01   1.67816994e-01
   -1.41944329e-02  -7.51692990e-02]
 [  1.06132076e-01  -4.19323714e-03   2.54941716e-01  -2.35734968e-01
    2.93599810e-02   8.35661196e-02   9.72311609e-02   1.77129348e-01
    9.25697989e-02  -1.09046481e-01]
 [  1.22173116e-01   7.72384953e-02  -8.53160943e-02  -1.18446631e-01
   -1.57495984e-01   1.93315546e-01   6.00611190e-02  -1.84669064e-01
   -1.08991138e-01  -3.34900942e-03]
 [ -2.06042157e-01   9.25470732e-02  -1.62782874e-01  -1.00279833e-01
   -2.14558770e-01   4.96092711e-02   1.50066932e-01   1.23686236e-01
    3.01197689e-02   5.52765023e-03]
 [  1.77804545e-02   7.44825911e-02   5.07445232e-03   5.01184793e-02
   -2.94797679e-02   1.55840865e-01  -2.97538115e-01  -4.81334238e-02
   -3.61030020e-02  -1.70517196e-01]
 [  2.36569160e-02   8.47238141e-03   1.97377540e-01  -1.45688333e-01
   -5.49516823e-02  -1.91894493e-01   1.42704360e-01  -2.02075904e-01
    1.67614898e-02   1.58590485e-01]
 [  6.03071595e-03   2.28019740e-01   4.03836466e-01   1.89535821e-01
    1.53999457e-01   2.32034578e-02   9.86009966e-02  -6.73975778e-02
    1.49307549e-01  -5.30294775e-02]
 [  4.85349857e-02   4.28088381e-02   1.42602566e-02   9.95467627e-02
   -1.06378175e-01  -1.01853459e-01   1.08038133e-01  -1.64443410e-01
    5.22818295e-02   1.29884026e-01]
 [ -7.57854336e-02   1.90157634e-01   2.91014007e-01  -1.30978257e-01
    1.77821000e-02  -4.15900820e-02  -3.06263659e-02   1.07537867e-01
   -2.41845770e-01  -9.74092057e-03]
 [ -9.13201255e-02   6.67107159e-04   1.98573634e-01  -3.43368812e-02
   -8.66161298e-02  -1.21867314e-01  -1.60695351e-01  -1.41876646e-01
   -2.18161625e-01   1.67335965e-02]
 [  1.00354602e-01  -2.83714580e-01   7.39955267e-02   8.44663142e-02
    5.57734073e-02   1.54435228e-01   1.92471279e-01   2.19027934e-02
   -1.09408583e-01   1.86137571e-01]]
final_inputs_run [[-0.03324911]
 [ 0.07885634]
 [ 0.19611575]
 ..., 
 [ 0.06534359]
 [-0.01542798]
 [-0.02117587]]
final_outputs_run [[-0.03324911]
 [ 0.07885634]
 [ 0.19611575]
 ..., 
 [ 0.06534359]
 [-0.01542798]
 [-0.02117587]]
Progress: 0.3% ... Training loss: 0.762 ... Validation loss: 1.203[-0.5844694]
[-0.40548246]
[ 0.02236324]
[-0.15427368]
[-0.20300009]
[-0.80956286]
[ 1.39885683]
[-0.55535293]
[-0.37294191]
[-0.40959835]
[-0.56861272]
[-0.58000397]
[-0.58781412]
[-0.66919831]
[-0.86445336]
[-0.3798558]
[-1.19305676]
[-0.50850785]
[-0.59087553]
[ 0.99538558]
[-0.94477308]
[ 0.22558784]
[-0.53642828]
[-0.25112803]
[-0.54817994]
[ 0.35510948]
[ 1.35628961]
[-0.11490853]
[ 1.84151863]
[ 0.8257147]
[ 0.10728463]
[-0.63650479]
[-0.72415783]
[-0.94900972]
[-0.31123672]
[ 2.96654387]
[-0.54689105]
[ 1.77409531]
[ 0.36378319]
[ 0.85567482]
[-0.14009273]
[-0.79256242]
[-0.23985623]
[-0.24696553]
[-0.02690614]
[-0.64585565]
[-0.62712528]
[-0.83891936]
[-0.24023649]
[-0.32498977]
[-0.44441904]
[-0.87238414]
[ 0.03845375]
[ 1.75150016]
[ 0.13750203]
[-0.68838661]
[ 0.46285025]
[ 0.46998684]
[ 2.01053514]
[-1.1173843]
[-0.88267065]
[-0.89447706]
[-0.59577073]
[-0.92735119]
[ 1.47577646]
[ 1.33776054]
[-1.1962538]
[-0.93780809]
[-0.43991007]
[-0.28646001]
[ 0.51759279]
[ 1.69686406]
[-0.35676665]
[ 2.32045669]
[ 0.77070926]
[-0.48898721]
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[ 0.80882964]
[ 0.64498918]
[ 0.63564457]
[ 0.75060248]
[ 0.90384685]
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[ 0.01260124]
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[ 0.21766765]
[ 0.32885495]
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[ 0.12464304]
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[ 0.43009015]
[ 0.46121384]
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[ 0.10526615]
[ 0.35534406]
[ 0.80394543]
[ 0.58457191]
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[ 0.50217677]
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[ 0.32724675]
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[ 0.91465973]
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[ 0.3841258]
[ 0.43182289]
[ 2.81118042]
[ 0.38293223]
[-0.0140242]
[ 2.76369491]
[ 0.38796144]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
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15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
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   -1.16614174e-01   9.13544808e-02   1.30546699e-01   1.67844399e-01
   -1.41894244e-02  -7.52122393e-02]
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    9.25656158e-02  -1.09006641e-01]
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   -1.57835461e-01   1.93372414e-01   6.01527502e-02  -1.84745087e-01
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   -2.14603886e-01   4.96171647e-02   1.50080014e-01   1.23676217e-01
    3.01179074e-02   5.54348904e-03]
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    1.67556010e-02   1.58645432e-01]
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    5.54887625e-02   1.54465119e-01   1.92523139e-01   2.18523289e-02
   -1.09417437e-01   1.86221449e-01]]
final_inputs_run [[-0.02450494]
 [ 0.09022107]
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 ..., 
 [ 0.07418943]
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final_outputs_run [[-0.02450494]
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 ..., 
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Progress: 0.3% ... Training loss: 0.757 ... Validation loss: 1.195[-0.24563495]
[ 1.58915678]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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6             0         0             1    ...          0      0      0   
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10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15426         0         1             0    ...          0      0      1   
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15433         0         1             0    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -2.31050781e-01  -9.82392220e-02   7.44144111e-03  -5.20713604e-02
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 [ -1.35583315e-01   9.28539780e-02  -1.36914322e-01   7.09702633e-02
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   -2.42429075e-01   1.01746041e-02]
 [ -1.54477628e-01   5.55026919e-02   5.39218943e-03  -1.41717017e-01
   -3.07126516e-02  -2.77367327e-02   5.35964446e-02   7.24436581e-02
   -1.81874178e-01   1.40365054e-01]
 [  2.54210583e-01  -2.15291345e-01  -8.69408936e-02   7.78941694e-02
    1.56649098e-01   4.19005913e-02  -5.65894523e-02  -6.10866371e-02
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 [ -1.00655082e-01   1.44263719e-01  -4.43758712e-02   1.83201034e-02
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    4.67376090e-02   1.27562350e-01]
 [  6.57530411e-02   1.29687011e-01  -6.74522831e-03  -1.95357613e-02
    1.11994201e-01  -4.79242455e-02  -2.61436944e-01   2.58887937e-01
   -1.38963442e-01  -4.50157673e-02]
 [ -1.57737755e-02   3.05081097e-01  -1.30539104e-01   5.12637416e-02
    3.95531445e-02  -4.28365745e-02  -7.35966037e-02  -2.71415751e-01
   -8.33707956e-02  -1.14796391e-01]
 [ -7.07539992e-02   1.43245400e-01  -9.26271006e-02  -2.97457773e-01
   -1.64602442e-01  -3.10566212e-01   4.37815116e-02  -8.14269626e-02
   -8.51035852e-02  -1.76927703e-01]
 [  9.87523399e-02   3.69129366e-02  -8.52892304e-02  -7.70186145e-02
   -1.53485971e-01  -1.88707091e-02   7.65291931e-02   2.95488969e-02
   -4.56126513e-03   1.25437721e-01]
 [ -1.90694418e-01  -1.54197114e-02   1.89427706e-02   1.00559962e-01
   -1.54868493e-01   8.84470770e-02   5.75826818e-02   2.08179173e-01
    1.34091178e-01  -1.51019411e-02]
 [ -1.60132291e-01   1.39345598e-01   2.49945643e-01  -2.19242612e-02
    1.27475065e-01   3.26478209e-02   1.01845993e-01  -1.29812227e-01
    1.97468212e-01  -7.35977191e-02]
 [  2.02352655e-01  -6.66078914e-02  -1.77315872e-02  -2.17710320e-01
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   -8.97260633e-03  -5.37418534e-02]
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    2.09794204e-01   2.07826074e-01]
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   -8.73398121e-02   1.66539270e-01]
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   -7.93104725e-03  -4.64591433e-02  -3.70274122e-02   1.24681448e-01
   -9.07241748e-02   1.74300738e-01]
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   -5.94074062e-02  -6.17944059e-02  -7.57436448e-02   1.69092397e-01
    1.11075818e-01   2.71604806e-01]
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   -5.78975836e-02  -1.42377930e-01  -1.73761810e-01   7.02309315e-02
    1.23062132e-01  -2.80151165e-01]
 [  3.69545934e-02  -7.89890994e-02  -4.37716432e-02  -1.36032933e-01
   -5.05633654e-03  -9.29159240e-02   6.50635508e-02   1.02600882e-02
   -1.77759940e-01   5.27470600e-02]
 [  7.58628864e-02  -1.93332155e-01   8.77838574e-04  -1.44571753e-01
   -1.67808969e-01  -9.97118437e-02   1.61656425e-01  -7.22729624e-02
   -1.08833005e-01   4.21892634e-02]
 [ -5.65396528e-02   7.57610371e-02  -7.88140903e-02   1.66302124e-02
    7.63581537e-02   5.95712137e-02   2.92795018e-02   1.65266342e-01
    2.69160591e-01  -4.74163642e-02]
 [ -1.22256157e-01  -1.78811884e-01  -4.29801910e-02  -1.85823040e-01
    2.68697597e-01   1.90098716e-03   1.64320349e-01  -4.29379723e-03
   -6.29605453e-02  -6.18177859e-02]
 [ -2.03239680e-01  -2.20327239e-01  -1.39134050e-01   5.75560564e-02
   -5.68408519e-02  -2.71464863e-02  -1.23315975e-01   5.61768757e-02
   -1.60996429e-01  -1.86302303e-01]
 [  2.15972477e-01   2.49752079e-01  -1.17737642e-02  -1.36286750e-02
   -5.47091935e-02   7.20170701e-02  -4.96108839e-02  -1.04957408e-01
   -8.36252269e-03  -2.12196115e-02]
 [  3.61968326e-02   1.21822849e-02  -2.11775866e-01   9.75538548e-02
    1.60560618e-01  -6.33505433e-02   1.68785600e-01   2.51327783e-02
   -1.26702895e-02  -1.76035164e-01]
 [  2.42207631e-02   1.69464704e-01   1.49674436e-01  -3.87458746e-02
   -2.30030413e-01  -1.70033885e-02  -1.66703905e-02   7.58909471e-02
   -1.53673983e-01  -3.80963181e-02]
 [  1.41097421e-01   3.03264495e-02  -2.26076938e-02  -8.40586051e-02
   -1.39998405e-01   6.81203033e-02  -9.18783999e-02   5.30246904e-02
    2.10127770e-02   5.26706082e-02]
 [ -1.40314201e-01   1.69089369e-01   1.17569626e-01   4.57080872e-02
    1.47259713e-01  -1.52113117e-01  -1.49814708e-01  -1.39953857e-01
    1.11179882e-04   1.44573759e-01]
 [  1.82630665e-01   2.38330858e-01   8.05736817e-02   1.32189720e-01
   -8.22856008e-02  -2.51643875e-01  -7.58606877e-02  -9.36080276e-02
   -1.13662524e-01   1.57389620e-01]
 [  2.73622820e-02  -1.60922448e-01   8.87175183e-02   1.92399556e-01
   -2.90275328e-02  -1.70810457e-02  -1.01751114e-01   4.61196663e-02
    1.27391502e-01  -1.68958517e-01]
 [  9.84792841e-02   6.55677833e-02   7.37531004e-02  -3.52888576e-02
   -2.49214897e-01   2.38682983e-01   4.12001317e-02   5.30581880e-02
    1.40256202e-01  -2.94419318e-01]
 [  3.13235037e-01  -8.35870050e-02  -7.78780909e-02  -2.05546367e-01
    2.29926279e-01  -4.84518717e-02  -3.47642986e-02   1.28242354e-01
    1.27181370e-01  -1.83856807e-01]
 [ -1.40329882e-01  -5.51816913e-02  -5.40999844e-02   5.11972128e-02
    1.82235454e-01  -1.32326002e-01  -9.87939430e-02   9.78113169e-02
    3.36695937e-01  -1.61929707e-01]
 [  2.77619184e-01   3.37053368e-02  -1.49277184e-01   2.02448904e-01
    1.12269930e-01  -1.30612697e-01  -7.66047944e-02  -1.17951359e-01
    2.24777035e-02  -3.75697809e-02]
 [ -2.74165429e-01  -1.65721793e-01   2.59933973e-01   5.98529174e-03
   -1.16434995e-01   9.13244077e-02   1.30497934e-01   1.67885176e-01
   -1.41817657e-02  -7.52745858e-02]
 [  1.06337631e-01  -4.07886766e-03   2.54786387e-01  -2.35555109e-01
    2.88112504e-02   8.36537791e-02   9.73782192e-02   1.77012807e-01
    9.25470550e-02  -1.08857582e-01]
 [  1.22565820e-01   7.74513211e-02  -8.56130404e-02  -1.18117172e-01
   -1.58421965e-01   1.93476977e-01   6.03193858e-02  -1.84882809e-01
   -1.09031035e-01  -3.01266839e-03]
 [ -2.05608204e-01   9.27905273e-02  -1.63119302e-01  -9.98934483e-02
   -2.15601207e-01   4.97977056e-02   1.50371297e-01   1.23434552e-01
    3.00734213e-02   5.91791802e-03]
 [  1.76751673e-02   7.44234782e-02   5.17187959e-03   5.00678464e-02
   -2.96750560e-02   1.55800032e-01  -2.97633439e-01  -4.80719831e-02
   -3.60863588e-02  -1.70575189e-01]
 [  2.33808269e-02   8.32669432e-03   1.97640752e-01  -1.45757796e-01
   -5.49535214e-02  -1.91974719e-01   1.42529350e-01  -2.01905371e-01
    1.67931778e-02   1.58348209e-01]
 [  6.42696657e-03   2.28249912e-01   4.03483313e-01   1.89932569e-01
    1.52384652e-01   2.33875447e-02   9.88935685e-02  -6.76462846e-02
    1.49258978e-01  -5.26088558e-02]
 [  4.77310488e-02   4.22845471e-02   1.49718833e-02   9.87444447e-02
   -1.04634357e-01  -1.02200126e-01   1.07405252e-01  -1.63934708e-01
    5.23733792e-02   1.29044881e-01]
 [ -7.43245485e-02   1.90966388e-01   2.89988588e-01  -1.29750936e-01
    1.42963695e-02  -4.10058371e-02  -2.96316462e-02   1.06733807e-01
   -2.41991691e-01  -8.47188323e-03]
 [ -9.14437310e-02   5.82391451e-04   1.98702870e-01  -3.44364861e-02
   -8.65577740e-02  -1.21925672e-01  -1.60837036e-01  -1.41756902e-01
   -2.18139387e-01   1.66177635e-02]
 [  1.01207920e-01  -2.83221544e-01   7.33866166e-02   8.51668639e-02
    5.37548298e-02   1.54769332e-01   1.93003907e-01   2.14563115e-02
   -1.09489958e-01   1.86856905e-01]]
final_inputs_run [[-0.62383879]
 [-0.62052354]
 [-0.65406515]
 ..., 
 [-0.23363401]
 [-0.1773416 ]
 [-0.11167679]]
final_outputs_run [[-0.62383879]
 [-0.62052354]
 [-0.65406515]
 ..., 
 [-0.23363401]
 [-0.1773416 ]
 [-0.11167679]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
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Progress: 0.3% ... Training loss: 0.753 ... Validation loss: 1.220[ 2.60444171]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
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15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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2             0         0             1    ...          0      0      0   
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15433         0         1             0    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
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3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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final_inputs_run [[-0.56129164]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15454         0         1             1    ...          0      0      0   
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15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
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15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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[1440 rows x 56 columns]
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   -1.09477051e-01   1.86758702e-01]]
final_inputs_run [[-0.00173692]
 [ 0.1259111 ]
 [ 0.25237804]
 ..., 
 [ 0.10183246]
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final_outputs_run [[-0.00173692]
 [ 0.1259111 ]
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 ..., 
 [ 0.10183246]
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Progress: 0.3% ... Training loss: 0.747 ... Validation loss: 1.171[-0.69622337]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
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15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
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15445         0         1             0    ...          0      0      0   
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15449         0         1             1    ...          0      1      0   
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16865         0         1             0    ...          0      0      0   
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16870         0         1             0    ...          0      0      0   
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16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

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 [  2.01310414e-01  -6.72225244e-02  -1.69457088e-02  -2.18491166e-01
    4.15046798e-02   1.54523954e-01  -4.05488709e-02  -2.60490222e-02
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 [  5.79325093e-02   4.98580108e-02  -2.81091740e-01  -2.09630682e-01
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   -8.93161337e-03  -5.41702507e-02]
 [ -1.41609664e-01   1.10675881e-01  -2.42709634e-01   7.67269703e-02
    1.79970507e-01  -5.57466768e-02   6.98456146e-02  -1.04878186e-01
    2.09743233e-01   2.08179820e-01]
 [  1.18904348e-01   1.99133254e-01   2.39471570e-02  -4.85379946e-02
    6.27647013e-03   2.15169346e-01  -4.72681050e-02  -2.24019133e-01
   -8.73098729e-02   1.66348582e-01]
 [ -1.39075394e-02  -3.14292640e-02  -5.94770243e-03  -1.48647404e-01
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    1.15440373e-01   6.88082259e-02]
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   -1.04587338e-01   1.31049467e-01   1.33021021e-01  -1.12404266e-02
    2.46112091e-01   4.08211455e-02]
 [ -6.00371247e-02  -9.84145871e-02  -1.33110052e-01   1.33766321e-01
   -1.00850355e-02  -4.60735755e-02  -3.64310456e-02   1.24181731e-01
   -9.08213616e-02   1.75038548e-01]
 [  1.25281774e-01   1.56694850e-01  -3.67770228e-02   1.97409279e-01
   -6.11941742e-02  -6.14751276e-02  -7.52351586e-02   1.68673006e-01
    1.10993851e-01   2.72246297e-01]
 [ -2.51624556e-01   1.26610394e-02  -1.35579332e-01   6.42606567e-02
   -6.11067453e-02  -1.41804250e-01  -1.72844154e-01   6.94758480e-02
    1.22926496e-01  -2.78970231e-01]
 [  3.82321713e-02  -7.82638610e-02  -4.47612928e-02  -1.34964123e-01
   -8.04365522e-03  -9.24122273e-02   6.58910023e-02   9.55740963e-03
   -1.77901112e-01   5.38587472e-02]
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   -1.69499999e-01  -9.94074751e-02   1.62125542e-01  -7.26607840e-02
   -1.08900878e-01   4.28189167e-02]
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    2.69076779e-01  -4.67223147e-02]
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   -6.29702605e-02  -6.17563206e-02]
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   -1.60943496e-01  -1.86908635e-01]
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   -5.39045829e-02   7.18734134e-02  -4.98383621e-02  -1.04777772e-01
   -8.33081127e-03  -2.15036864e-02]
 [  3.60411830e-02   1.20916179e-02  -2.11656922e-01   9.74293811e-02
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   -1.26496687e-02  -1.76150800e-01]
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   -2.30554571e-01  -1.69110199e-02  -1.65201366e-02   7.57576601e-02
   -1.53700153e-01  -3.79025851e-02]
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   -1.39606628e-01   6.80129093e-02  -9.20512122e-02   5.31623842e-02
    2.10370959e-02   5.24500200e-02]
 [ -1.40437312e-01   1.69051620e-01   1.17637670e-01   4.56488100e-02
    1.47326840e-01  -1.52150351e-01  -1.49859046e-01  -1.39916843e-01
    1.14673916e-04   1.44512343e-01]
 [  1.82365399e-01   2.38155263e-01   8.07891958e-02   1.31947718e-01
   -8.19132010e-02  -2.51761892e-01  -7.60588808e-02  -9.34570161e-02
   -1.13639524e-01   1.57118768e-01]
 [  2.69586340e-02  -1.61129356e-01   8.90550234e-02   1.92034842e-01
   -2.81634559e-02  -1.72491110e-02  -1.02024648e-01   4.63617508e-02
    1.27442627e-01  -1.69278767e-01]
 [  9.74697462e-02   6.49890879e-02   7.44861209e-02  -3.61021033e-02
   -2.47318112e-01   2.38234104e-01   4.05168671e-02   5.35857603e-02
    1.40339851e-01  -2.95252763e-01]
 [  3.10588841e-01  -8.50805184e-02  -7.59536568e-02  -2.07638315e-01
    2.34530646e-01  -4.95285142e-02  -3.65398229e-02   1.29657990e-01
    1.27431376e-01  -1.86045420e-01]
 [ -1.42924214e-01  -5.67912281e-02  -5.20175753e-02   4.89209364e-02
    1.86648837e-01  -1.33482783e-01  -1.00714438e-01   9.93343442e-02
    3.36969743e-01  -1.64251166e-01]
 [  2.76994644e-01   3.33552828e-02  -1.48854214e-01   2.01947123e-01
    1.13684141e-01  -1.30848195e-01  -7.69996316e-02  -1.17632375e-01
    2.25334424e-02  -3.80669624e-02]
 [ -2.74374685e-01  -1.65865550e-01   2.60106119e-01   5.77073242e-03
   -1.15983324e-01   9.12250722e-02   1.30360589e-01   1.68019570e-01
   -1.41553904e-02  -7.54658224e-02]
 [  1.06501316e-01  -3.98373990e-03   2.54668810e-01  -2.35418135e-01
    2.83807126e-02   8.37199898e-02   9.74853612e-02   1.76921681e-01
    9.25304379e-02  -1.08717745e-01]
 [  1.22812015e-01   7.75979579e-02  -8.57967294e-02  -1.17903831e-01
   -1.58970539e-01   1.93585915e-01   6.04854530e-02  -1.85013949e-01
   -1.09053436e-01  -2.79161113e-03]
 [ -2.04244742e-01   9.36073597e-02  -1.64179449e-01  -9.87340689e-02
   -2.18835014e-01   5.03942394e-02   1.51304134e-01   1.22654404e-01
    2.99245356e-02   7.13409149e-03]
 [  1.82369994e-02   7.47493824e-02   4.83031673e-03   5.05217727e-02
   -3.13287875e-02   1.56012829e-01  -2.97322262e-01  -4.83461501e-02
   -3.61325493e-02  -1.70067651e-01]
 [  2.40226500e-02   8.67439174e-03   1.97184812e-01  -1.45243027e-01
   -5.69176242e-02  -1.91702123e-01   1.42910651e-01  -2.02256074e-01
    1.67182907e-02   1.58857379e-01]
 [  6.33351484e-03   2.28214172e-01   4.03377599e-01   1.89965249e-01
    1.51710215e-01   2.33677137e-02   9.89088078e-02  -6.76609189e-02
    1.49247396e-01  -5.25140412e-02]
 [  4.71277461e-02   4.19376353e-02   1.54272925e-02   9.82744135e-02
   -1.03639622e-01  -1.02423677e-01   1.07030070e-01  -1.63618430e-01
    5.24313850e-02   1.28554757e-01]
 [ -7.41340743e-02   1.91007374e-01   2.89806265e-01  -1.29576036e-01
    1.33389280e-02  -4.09689368e-02  -2.96309984e-02   1.06640782e-01
   -2.42033722e-01  -8.32463156e-03]
 [ -9.24354382e-02   1.19911020e-05   1.99401026e-01  -3.52286933e-02
   -8.55049444e-02  -1.22348956e-01  -1.61560846e-01  -1.41247563e-01
   -2.18078520e-01   1.57976342e-02]
 [  1.01086456e-01  -2.83235905e-01   7.35158183e-02   8.51331299e-02
    5.32348006e-02   1.54712107e-01   1.92911660e-01   2.15258510e-02
   -1.09470308e-01   1.86701918e-01]]
final_inputs_run [[-0.06721083]
 [ 0.06436927]
 [ 0.19569082]
 ..., 
 [ 0.03734783]
 [-0.06136744]
 [-0.07961047]]
final_outputs_run [[-0.06721083]
 [ 0.06436927]
 [ 0.19569082]
 ..., 
 [ 0.03734783]
 [-0.06136744]
 [-0.07961047]]
Progress: 0.3% ... Training loss: 0.740 ... Validation loss: 1.203[-0.1319226]
[ 0.52932447]
[ 0.11505333]
[-0.50447609]
[-0.32842863]
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[ 0.53475219]
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[ 3.40562789]
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[ 1.67571611]
[ 1.5037056]
[-0.47260492]
[-0.4967074]
[ 3.23668407]
[ 2.15846386]
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[ 2.73878177]
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[ 3.21555984]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
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15441   1        0  0.534976 -1.177780  -0.211685         0         0   
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15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
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    1.33325219e-04   1.44321854e-01]
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   -2.84131977e-02  -1.71998141e-02  -1.01951899e-01   4.63047275e-02
    1.27432957e-01  -1.69182716e-01]
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   -2.46926452e-01   2.38163026e-01   4.04127428e-02   5.36681723e-02
    1.40353843e-01  -2.95362253e-01]
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    2.37114461e-01  -5.01293526e-02  -3.74858523e-02   1.30389628e-01
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    1.88106943e-01  -1.33881497e-01  -1.01346924e-01   9.98373776e-02
    3.37052974e-01  -1.65080857e-01]
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    1.14133175e-01  -1.30932522e-01  -7.71270486e-02  -1.17531049e-01
    2.25496731e-02  -3.82363241e-02]
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   -1.16371892e-01   9.12973729e-02   1.30468041e-01   1.67935585e-01
   -1.41698892e-02  -7.53159268e-02]
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    2.81844945e-02   8.37557146e-02   9.75387137e-02   1.76878628e-01
    9.25232201e-02  -1.08649828e-01]
 [  1.22975560e-01   7.76939743e-02  -8.59121171e-02  -1.17768599e-01
   -1.59361187e-01   1.93655842e-01   6.05903480e-02  -1.85094806e-01
   -1.09066947e-01  -2.64806868e-03]
 [ -2.03836760e-01   9.38536387e-02  -1.64478730e-01  -9.83843768e-02
   -2.19778953e-01   5.05666645e-02   1.51565424e-01   1.22444237e-01
    2.98897727e-02   7.49359762e-03]
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   -3.30871999e-02   1.56384469e-01  -2.96752911e-01  -4.87864471e-02
   -3.62040874e-02  -1.69334263e-01]
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   -5.72834569e-02  -1.91708409e-01   1.42883922e-01  -2.02228661e-01
    1.67254049e-02   1.58821562e-01]
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    1.51324260e-01   2.34172405e-02   9.89954857e-02  -6.77465245e-02
    1.49237097e-01  -5.24038847e-02]
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   -1.03867068e-01  -1.02476387e-01   1.06929928e-01  -1.63538589e-01
    5.24472242e-02   1.28446697e-01]
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 [ -9.27883326e-02  -2.15503628e-04   1.99695170e-01  -3.55582578e-02
   -8.47435269e-02  -1.22509839e-01  -1.61836009e-01  -1.41036991e-01
   -2.18043867e-01   1.54671419e-02]
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    5.42922288e-02   1.54441642e-01   1.92472723e-01   2.18681641e-02
   -1.09411639e-01   1.86093864e-01]]
final_inputs_run [[-0.06190973]
 [ 0.07539565]
 [ 0.21032209]
 ..., 
 [ 0.04518194]
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final_outputs_run [[-0.06190973]
 [ 0.07539565]
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 ..., 
 [ 0.04518194]
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Progress: 0.4% ... Training loss: 0.734 ... Validation loss: 1.194[-1.11234447]
[ 0.06118561]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
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29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
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8              1  
9              1  
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...          ...  
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15429          0  
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15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -2.39280354e-01  -1.03248526e-01   1.40251837e-02  -5.91456029e-02
    2.89175244e-01  -4.44043839e-02  -6.40183925e-02  -3.90895412e-02
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    4.83094093e-01  -1.57023270e-01  -2.77491094e-02   9.93887762e-02
   -6.36796195e-02  -1.34095941e-01]
 [  7.14320220e-02   2.89175955e-01  -2.92110714e-01   2.62711935e-01
   -3.12337959e-01   4.70139017e-02  -7.64619583e-02  -3.96569167e-02
    5.12651415e-02   2.20510150e-01]
 [ -2.46414225e-01   3.18049626e-02   1.23557370e-01  -6.78499200e-02
    6.44641315e-02  -2.17082924e-02  -7.63726276e-02   4.71671124e-03
   -1.40702024e-01  -4.60484365e-02]
 [  3.37627342e-01  -7.63719087e-03   7.87619057e-02  -1.69452767e-01
   -2.92603994e-01   2.69633487e-01   2.65032980e-02   6.67890276e-02
    1.52125396e-01   7.67953079e-02]
 [ -3.98200594e-02  -3.18863650e-02  -2.77373088e-02   1.90912574e-01
   -4.90864697e-02  -2.65958018e-01   3.00071866e-02  -6.10274194e-02
    1.13607955e-01   1.15336390e-01]
 [  1.81784157e-01   6.50666454e-02   1.12623410e-01   4.95165643e-02
    1.33789657e-01  -9.20914751e-02   1.84231257e-03   1.40647847e-01
    5.60828670e-02  -1.95666465e-02]
 [ -1.56346350e-01   4.05261738e-03  -9.38105116e-02  -3.78030414e-02
    2.17401031e-01   8.47207091e-02  -2.28857587e-02   1.80985055e-01
   -7.07059883e-02   9.80795031e-02]
 [ -1.17028073e-01  -1.07196709e-01  -5.43066979e-02  -8.66440031e-02
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 [ -1.36760905e-01   9.20345465e-02  -1.35878853e-01   6.99339162e-02
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   -3.66662884e-02  -2.66377595e-02   5.52987224e-02   7.10719311e-02
   -1.82115251e-01   1.42493662e-01]
 [  2.54210583e-01  -2.15291345e-01  -8.69408936e-02   7.78941694e-02
    1.56649098e-01   4.19005913e-02  -5.65894523e-02  -6.10866371e-02
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 [ -9.84552366e-02   1.45603068e-01  -4.61401397e-02   2.03045039e-02
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    4.65123607e-02   1.29526548e-01]
 [  6.70514899e-02   1.30494177e-01  -7.78284354e-03  -1.83631081e-02
    1.08715721e-01  -4.73381960e-02  -2.60514908e-01   2.58139486e-01
   -1.39109907e-01  -4.37564312e-02]
 [ -1.64263404e-02   3.04671814e-01  -1.30043612e-01   5.07124176e-02
    4.09344862e-02  -4.30623210e-02  -7.40145860e-02  -2.71078131e-01
   -8.33037695e-02  -1.15364409e-01]
 [ -6.97651687e-02   1.43797364e-01  -9.33866142e-02  -2.96652057e-01
   -1.66965480e-01  -3.10212857e-01   4.43646537e-02  -8.19549719e-02
   -8.52154868e-02  -1.76073971e-01]
 [  9.60272455e-02   3.53828626e-02  -8.32777549e-02  -7.92969726e-02
   -1.47930686e-01  -1.99799195e-02   7.47552756e-02   3.09844599e-02
   -4.31864378e-03   1.23000688e-01]
 [ -1.91778322e-01  -1.60229927e-02   1.98353278e-02   9.95191954e-02
   -1.53094928e-01   8.79324663e-02   5.67441024e-02   2.08811575e-01
    1.34205421e-01  -1.60593471e-02]
 [ -1.60544138e-01   1.38982751e-01   2.50253291e-01  -2.23380841e-02
    1.27260830e-01   3.23866308e-02   1.01412542e-01  -1.29500386e-01
    1.97512547e-01  -7.40127672e-02]
 [  2.01391875e-01  -6.71479492e-02  -1.70393732e-02  -2.18387430e-01
    4.07419087e-02   1.54570943e-01  -4.05013875e-02  -2.60901339e-02
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   -8.84509799e-03  -5.48422773e-02]
 [ -1.41225685e-01   1.10826807e-01  -2.42879193e-01   7.69462408e-02
    1.78971620e-01  -5.56328445e-02   7.00126969e-02  -1.05008960e-01
    2.09717927e-01   2.08376621e-01]
 [  1.18812341e-01   1.99056279e-01   2.40172811e-02  -4.86299971e-02
    6.48007753e-03   2.15122909e-01  -4.73297626e-02  -2.23972400e-01
   -8.73016336e-02   1.66245734e-01]
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   -1.06661487e-01   1.31451263e-01   1.33601687e-01  -1.17155217e-02
    2.46035456e-01   4.16234235e-02]
 [ -5.93855741e-02  -9.80163261e-02  -1.33586597e-01   1.34335749e-01
   -1.16043552e-02  -4.57805321e-02  -3.60088024e-02   1.23839009e-01
   -9.08794629e-02   1.75593764e-01]
 [  1.26141180e-01   1.57222589e-01  -3.74278459e-02   1.98164846e-01
   -6.32795657e-02  -6.10994200e-02  -7.46771882e-02   1.68227422e-01
    1.10918624e-01   2.72995099e-01]
 [ -2.50195804e-01   1.35240818e-02  -1.36645307e-01   6.55167746e-02
   -6.44279447e-02  -1.41177281e-01  -1.71888033e-01   6.87117598e-02
    1.22801301e-01  -2.77703408e-01]
 [  3.94661126e-02  -7.74933017e-02  -4.56829255e-02  -1.33878676e-01
   -1.06815071e-02  -9.18641903e-02   6.67161001e-02   8.89794976e-03
   -1.78011024e-01   5.49735694e-02]
 [  7.77643849e-02  -1.92202952e-01  -5.34052699e-04  -1.42970278e-01
   -1.72214526e-01  -9.89065855e-02   1.62857892e-01  -7.32593963e-02
   -1.09002901e-01   4.38419756e-02]
 [ -5.50686563e-02   7.66271328e-02  -7.99422098e-02   1.79115254e-02
    7.29454366e-02   6.02017195e-02   3.02464526e-02   1.64469586e-01
    2.69021086e-01  -4.61382549e-02]
 [ -1.22129033e-01  -1.78745516e-01  -4.30754503e-02  -1.85708522e-01
    2.68520160e-01   1.95507983e-03   1.64414004e-01  -4.36143480e-03
   -6.29744606e-02  -6.17310399e-02]
 [ -2.05550325e-01  -2.21771868e-01  -1.37392863e-01   5.55091451e-02
   -5.15183010e-02  -2.81661543e-02  -1.24892241e-01   5.74041121e-02
   -1.60792608e-01  -1.88389378e-01]
 [  2.15087669e-01   2.49239664e-01  -1.11263163e-02  -1.43739507e-02
   -5.26037142e-02   7.16346528e-02  -5.01917493e-02  -1.04494343e-01
   -8.28194251e-03  -2.19867956e-02]
 [  3.59056754e-02   1.20288397e-02  -2.11568383e-01   9.73224124e-02
    1.61048173e-01  -6.34753031e-02   1.68629968e-01   2.52864445e-02
   -1.26392465e-02  -1.76260670e-01]
 [  2.44432024e-02   1.69595050e-01   1.49483704e-01  -3.85355437e-02
   -2.30578776e-01  -1.69066344e-02  -1.65125062e-02   7.57521139e-02
   -1.53700786e-01  -3.78904463e-02]
 [  1.40488703e-01   2.99693292e-02  -2.21164345e-02  -8.45598446e-02
   -1.39026694e-01   6.78414880e-02  -9.23092248e-02   5.33586165e-02
    2.10718423e-02   5.21153172e-02]
 [ -1.40805663e-01   1.68732288e-01   1.18059761e-01   4.51998941e-02
    1.48077381e-01  -1.52370024e-01  -1.50193896e-01  -1.39640476e-01
    1.60339744e-04   1.44020759e-01]
 [  1.81405272e-01   2.37627479e-01   8.14933114e-02   1.31153198e-01
   -7.99882044e-02  -2.52131787e-01  -7.66512244e-02  -9.29765982e-02
   -1.13559816e-01   1.56280228e-01]
 [  2.69301359e-02  -1.61133912e-01   8.90868934e-02   1.92023191e-01
   -2.82963034e-02  -1.72553588e-02  -1.02037256e-01   4.63709795e-02
    1.27444494e-01  -1.69260851e-01]
 [  9.70571168e-02   6.47294979e-02   7.48278986e-02  -3.64884713e-02
   -2.46364190e-01   2.38023797e-01   4.02063359e-02   5.38338825e-02
    1.40382244e-01  -2.95618265e-01]
 [  3.08067987e-01  -8.66135997e-02  -7.40774803e-02  -2.09663095e-01
    2.39043726e-01  -5.06170483e-02  -3.81800155e-02   1.30949898e-01
    1.27653524e-01  -1.88150020e-01]
 [ -1.44128156e-01  -5.75802824e-02  -5.10075571e-02   4.78234792e-02
    1.89031999e-01  -1.34051891e-01  -1.01618060e-01   1.00054097e-01
    3.37089435e-01  -1.65415897e-01]
 [  2.75433870e-01   3.24449253e-02  -1.47740547e-01   2.00644413e-01
    1.16303090e-01  -1.31504392e-01  -7.79875658e-02  -1.16828985e-01
    2.26696517e-02  -3.93731208e-02]
 [ -2.74247527e-01  -1.65797040e-01   2.60033945e-01   5.87280419e-03
   -1.16257991e-01   9.12755228e-02   1.30442278e-01   1.67958190e-01
   -1.41656752e-02  -7.53611331e-02]
 [  1.06858013e-01  -3.77161953e-03   2.54404517e-01  -2.35116700e-01
    2.75183014e-02   8.38783887e-02   9.77106298e-02   1.76734336e-01
    9.24987738e-02  -1.08410889e-01]
 [  1.22947409e-01   7.76759948e-02  -8.58909797e-02  -1.17794471e-01
   -1.59301122e-01   1.93642455e-01   6.05717232e-02  -1.85079276e-01
   -1.09064356e-01  -2.67372559e-03]
 [ -2.03509901e-01   9.40644197e-02  -1.64728521e-01  -9.80866234e-02
   -2.20610764e-01   5.07170678e-02   1.51782035e-01   1.22267367e-01
    2.98592758e-02   7.80139153e-03]
 [  1.85362386e-02   7.49919387e-02   4.58875449e-03   5.09092199e-02
   -3.25060351e-02   1.56151616e-01  -2.97090083e-01  -4.85278325e-02
   -3.61563579e-02  -1.69692637e-01]
 [  2.42624332e-02   8.76153123e-03   1.97104259e-01  -1.45082136e-01
   -5.77159550e-02  -1.91611784e-01   1.42973840e-01  -2.02326645e-01
    1.67124719e-02   1.58952479e-01]
 [  6.17370705e-03   2.28099285e-01   4.03437809e-01   1.89883454e-01
    1.51327931e-01   2.33227357e-02   9.88559573e-02  -6.76210514e-02
    1.49257362e-01  -5.25708727e-02]
 [  4.69654057e-02   4.18861205e-02   1.55268280e-02   9.82520484e-02
   -1.03995104e-01  -1.02446103e-01   1.06954139e-01  -1.63579818e-01
    5.24417104e-02   1.28477355e-01]
 [ -7.35084928e-02   1.91351755e-01   2.89383268e-01  -1.29059353e-01
    1.16479212e-02  -4.07078543e-02  -2.92625928e-02   1.06348307e-01
   -2.42083910e-01  -7.75840763e-03]
 [ -9.31856047e-02  -5.11954547e-04   2.00038089e-01  -3.59288110e-02
   -8.39234468e-02  -1.22710880e-01  -1.62145492e-01  -1.40767306e-01
   -2.17998026e-01   1.50840054e-02]
 [  9.95919579e-02  -2.84115382e-01   7.48043418e-02   8.37050937e-02
    5.55575680e-02   1.53995186e-01   1.91853582e-01   2.23911538e-02
   -1.09324416e-01   1.85181030e-01]]
final_inputs_run [[-0.63992485]
 [-0.63744027]
 [-0.67115803]
 ..., 
 [-0.21950538]
 [-0.15824501]
 [-0.07792128]]
final_outputs_run [[-0.63992485]
 [-0.63744027]
 [-0.67115803]
 ..., 
 [-0.21950538]
 [-0.15824501]
 [-0.07792128]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
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    5.55575680e-02   1.53995186e-01   1.91853582e-01   2.23911538e-02
   -1.09324416e-01   1.85181030e-01]]
final_inputs_run [[-0.03039688]
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 ..., 
 [ 0.08016027]
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final_outputs_run [[-0.03039688]
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 ..., 
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Progress: 0.4% ... Training loss: 0.729 ... Validation loss: 1.169[ 0.69228323]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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6             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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    4.07691997e-02   1.54527775e-01  -4.05609600e-02  -2.60357916e-02
    1.06321482e-01   7.25978429e-02]
 [  5.63687585e-02   4.89183742e-02  -2.79781437e-01  -2.10746379e-01
    3.19301727e-01  -9.07269713e-02   1.23070729e-01   4.58740826e-02
   -8.77792734e-03  -5.53478214e-02]
 [ -1.41094715e-01   1.10904178e-01  -2.42979166e-01   7.70585019e-02
    1.78617884e-01  -5.55733582e-02   7.00841193e-02  -1.05080077e-01
    2.09704579e-01   2.08479735e-01]
 [  1.18846905e-01   1.99071198e-01   2.39942125e-02  -4.86002038e-02
    6.41849760e-03   2.15137275e-01  -4.73092702e-02  -2.23989879e-01
   -8.73048071e-02   1.66256705e-01]
 [ -1.32485129e-02  -3.10269038e-02  -6.45771263e-03  -1.48079786e-01
    2.00664268e-01   2.64240819e-02   3.14748202e-02  -1.28470046e-01
    1.15376716e-01   6.93837933e-02]
 [  6.74877896e-02  -2.92215204e-02  -1.57539563e-01  -2.53385017e-01
   -1.07833773e-01   1.31651964e-01   1.33894271e-01  -1.19757038e-02
    2.45987431e-01   4.20398572e-02]
 [ -5.90833530e-02  -9.78266856e-02  -1.33834828e-01   1.34606217e-01
   -1.23756526e-02  -4.56449087e-02  -3.58118103e-02   1.23671696e-01
   -9.09118510e-02   1.75857784e-01]
 [  1.26617050e-01   1.57513070e-01  -3.77964117e-02   1.98550178e-01
   -6.44294532e-02  -6.08912102e-02  -7.43708038e-02   1.67964045e-01
    1.10868890e-01   2.73418339e-01]
 [ -2.49931177e-01   1.36747408e-02  -1.36830099e-01   6.57265552e-02
   -6.49928269e-02  -1.41069793e-01  -1.71732641e-01   6.85711185e-02
    1.22775134e-01  -2.77471868e-01]
 [  3.98966840e-02  -7.72368310e-02  -4.60312066e-02  -1.33505598e-01
   -1.17086618e-02  -9.16726025e-02   6.69840944e-02   8.66293667e-03
   -1.78055726e-01   5.53629621e-02]
 [  7.82425559e-02  -1.91904416e-01  -9.14827149e-04  -1.42552847e-01
   -1.73371242e-01  -9.86949822e-02   1.63136950e-01  -7.35254425e-02
   -1.09052207e-01   4.42624024e-02]
 [ -5.46979508e-02   7.68455118e-02  -8.02249843e-02   1.82081988e-02
    7.20363873e-02   6.03623654e-02   3.04741829e-02   1.64270309e-01
    2.68984159e-01  -4.58078524e-02]
 [ -1.22220504e-01  -1.78798124e-01  -4.30069880e-02  -1.85775293e-01
    2.68695254e-01   1.91602397e-03   1.64366539e-01  -4.31293335e-03
   -6.29664115e-02  -6.18099816e-02]
 [ -2.06082374e-01  -2.22131615e-01  -1.36932943e-01   5.50102055e-02
   -5.02274744e-02  -2.84122222e-02  -1.25239142e-01   5.77128737e-02
   -1.60733869e-01  -1.88895417e-01]
 [  2.14761213e-01   2.49047293e-01  -1.08472383e-02  -1.46776571e-02
   -5.17849239e-02   7.14866009e-02  -5.04062404e-02  -1.04313201e-01
   -8.24638705e-03  -2.23048968e-02]
 [  3.60320530e-02   1.21039986e-02  -2.11665837e-01   9.74259692e-02
    1.60735513e-01  -6.34228017e-02   1.68708689e-01   2.52207339e-02
   -1.26522051e-02  -1.76148216e-01]
 [  2.44719196e-02   1.69607150e-01   1.49477958e-01  -3.85104927e-02
   -2.30647776e-01  -1.68933799e-02  -1.64949938e-02   7.57384615e-02
   -1.53703776e-01  -3.78662290e-02]
 [  1.39925048e-01   2.96478268e-02  -2.16691929e-02  -8.50274890e-02
   -1.37686426e-01   6.76054483e-02  -9.26535205e-02   5.36637815e-02
    2.11296195e-02   5.16130124e-02]
 [ -1.40753276e-01   1.68762148e-01   1.18015712e-01   4.52488670e-02
    1.47984264e-01  -1.52346980e-01  -1.50160121e-01  -1.39671404e-01
    1.55301232e-04   1.44073301e-01]
 [  1.81135398e-01   2.37470790e-01   8.17158483e-02   1.30920541e-01
   -7.92560604e-02  -2.52218287e-01  -7.68034313e-02  -9.28311046e-02
   -1.13532671e-01   1.56033583e-01]
 [  2.67677058e-02  -1.61219116e-01   8.92204722e-02   1.91903314e-01
   -2.79402346e-02  -1.73228455e-02  -1.02144920e-01   4.64678536e-02
    1.27463488e-01  -1.69394519e-01]
 [  9.68230146e-02   6.45781637e-02   7.50333464e-02  -3.67070879e-02
   -2.45796373e-01   2.37904959e-01   4.00361309e-02   5.39754841e-02
    1.40411097e-01  -2.95837925e-01]
 [  3.07124013e-01  -8.71901831e-02  -7.33524127e-02  -2.10371641e-01
    2.40612639e-01  -5.10048459e-02  -3.87705476e-02   1.31474208e-01
    1.27752270e-01  -1.88922615e-01]
 [ -1.44273541e-01  -5.76788951e-02  -5.08823541e-02   4.76855128e-02
    1.89386214e-01  -1.34121067e-01  -1.01716311e-01   1.00141753e-01
    3.37106112e-01  -1.65558567e-01]
 [  2.74765428e-01   3.20115377e-02  -1.47172437e-01   2.00034698e-01
    1.17593231e-01  -1.31793555e-01  -7.84383058e-02  -1.16448944e-01
    2.27444588e-02  -3.99736894e-02]
 [ -2.74383523e-01  -1.65883896e-01   2.60154394e-01   5.73243234e-03
   -1.15931151e-01   9.11987880e-02   1.30343182e-01   1.68037598e-01
   -1.41483331e-02  -7.55049743e-02]
 [  1.07057053e-01  -3.65094791e-03   2.54248923e-01  -2.34948158e-01
    2.70217322e-02   8.39641559e-02   9.78308829e-02   1.76627332e-01
    9.24783333e-02  -1.08234135e-01]
 [  1.23105255e-01   7.77710737e-02  -8.60158900e-02  -1.17667267e-01
   -1.59688824e-01   1.93710631e-01   6.06754181e-02  -1.85167186e-01
   -1.09081439e-01  -2.53550446e-03]
 [ -2.02916579e-01   9.44432048e-02  -1.65218037e-01  -9.75662467e-02
   -2.22056407e-01   5.09785885e-02   1.52159495e-01   1.21929191e-01
    2.97956870e-02   8.35394353e-03]
 [  1.88381680e-02   7.51633523e-02   4.37080895e-03   5.11502243e-02
   -3.31808930e-02   1.56278836e-01  -2.96914121e-01  -4.86855696e-02
   -3.61864873e-02  -1.69423130e-01]
 [  2.44852738e-02   8.90928071e-03   1.96940643e-01  -1.44904004e-01
   -5.83576232e-02  -1.91513138e-01   1.43110111e-01  -2.02462842e-01
    1.66897732e-02   1.59147646e-01]
 [  6.42780683e-03   2.28213581e-01   4.03231752e-01   1.90082918e-01
    1.50281323e-01   2.34298646e-02   9.90076678e-02  -6.77514885e-02
    1.49234239e-01  -5.23231861e-02]
 [  4.69799583e-02   4.19226161e-02   1.55508748e-02   9.83238624e-02
   -1.04332128e-01  -1.02435293e-01   1.06981862e-01  -1.63601693e-01
    5.24397463e-02   1.28536891e-01]
 [ -7.30682803e-02   1.91609447e-01   2.89038644e-01  -1.28690166e-01
    1.07587977e-02  -4.05266758e-02  -2.89850650e-02   1.06111440e-01
   -2.42128781e-01  -7.36358394e-03]
 [ -9.44339186e-02  -1.32646537e-03   2.01112744e-01  -3.70597265e-02
   -8.11278724e-02  -1.23258025e-01  -1.63005238e-01  -1.40024180e-01
   -2.17855858e-01   1.39056987e-02]
 [  9.94818438e-02  -2.84133622e-01   7.48921049e-02   8.36263708e-02
    5.56164278e-02   1.53972559e-01   1.91779838e-01   2.24548658e-02
   -1.09310461e-01   1.85059777e-01]]
final_inputs_run [[-0.65059022]
 [-0.64826752]
 [-0.68236691]
 ..., 
 [-0.22349724]
 [-0.16170929]
 [-0.07712447]]
final_outputs_run [[-0.65059022]
 [-0.64826752]
 [-0.68236691]
 ..., 
 [-0.22349724]
 [-0.16170929]
 [-0.07712447]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
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Progress: 0.4% ... Training loss: 0.725 ... Validation loss: 1.163[ 0.92636243]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
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final_inputs_run [[-0.66752586]
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final_outputs_run [[-0.66752586]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
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16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
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16854          0          1          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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15438          0  
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15440          0  
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[1440 rows x 56 columns]
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 [  6.77608396e-02   1.30936992e-01  -8.32028582e-03  -1.77567551e-02
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   -8.73129736e-02   1.66302815e-01]
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   -1.09144238e-01   1.31912852e-01   1.34248701e-01  -1.23000255e-02
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   -9.09788329e-02   1.76399299e-01]
 [  1.27332704e-01   1.57945016e-01  -3.83737003e-02   1.99170828e-01
   -6.60669529e-02  -6.05773073e-02  -7.39158087e-02   1.67578077e-01
    1.10792338e-01   2.74041971e-01]
 [ -2.49120148e-01   1.41866558e-02  -1.37503248e-01   6.64549109e-02
   -6.71015377e-02  -1.40705433e-01  -1.71201310e-01   6.81090301e-02
    1.22689477e-01  -2.76704005e-01]
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   -1.26676958e-02  -9.15028520e-02   6.72200368e-02   8.45173013e-03
   -1.78096270e-01   5.57082600e-02]
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   -1.75047245e-01  -9.83870698e-02   1.63568995e-01  -7.39211484e-02
   -1.09128981e-01   4.48929588e-02]
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    2.68950786e-01  -4.55070375e-02]
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   -1.60628996e-01  -1.89789242e-01]
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   -8.22517279e-03  -2.24823334e-02]
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   -1.26437226e-02  -1.76207045e-01]
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   -1.53679221e-01  -3.80841295e-02]
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   -1.37323111e-01   6.75282724e-02  -9.27636278e-02   5.37540905e-02
    2.11479301e-02   5.14836857e-02]
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    1.48199369e-01  -1.52406637e-01  -1.50244869e-01  -1.39588423e-01
    1.71351004e-04   1.43938637e-01]
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   -7.91068435e-02  -2.52250006e-01  -7.68575243e-02  -9.27855103e-02
   -1.13523707e-01   1.55974208e-01]
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   -2.78982025e-02  -1.73350038e-02  -1.02157675e-01   4.64847107e-02
    1.27466306e-01  -1.69416051e-01]
 [  9.67310834e-02   6.45214188e-02   7.51038026e-02  -3.67817408e-02
   -2.45568389e-01   2.37865591e-01   3.99806505e-02   5.40248359e-02
    1.40420569e-01  -2.95909167e-01]
 [  3.05976303e-01  -8.78990719e-02  -7.24293281e-02  -2.11333638e-01
    2.42773351e-01  -5.14925094e-02  -3.94764281e-02   1.32097331e-01
    1.27870353e-01  -1.89936782e-01]
 [ -1.45366835e-01  -5.84170716e-02  -4.99737813e-02   4.66780116e-02
    1.91348693e-01  -1.34642187e-01  -1.02482189e-01   1.00812989e-01
    3.37228888e-01  -1.66571537e-01]
 [  2.74295318e-01   3.17098853e-02  -1.46786333e-01   1.99633658e-01
    1.18684810e-01  -1.31985656e-01  -7.87404025e-02  -1.16180389e-01
    2.27967252e-02  -4.03919825e-02]
 [ -2.74139317e-01  -1.65720950e-01   2.59948132e-01   5.96576678e-03
   -1.16586080e-01   9.13184167e-02   1.30513814e-01   1.67889636e-01
   -1.41751325e-02  -7.52670526e-02]
 [  1.07179716e-01  -3.57204579e-03   2.54151737e-01  -2.34835177e-01
    2.66926032e-02   8.40188762e-02   9.79112623e-02   1.76558835e-01
    9.24651425e-02  -1.08118525e-01]
 [  1.23152144e-01   7.78034544e-02  -8.60552927e-02  -1.17623504e-01
   -1.59808755e-01   1.93732124e-01   6.07055056e-02  -1.85194058e-01
   -1.09086856e-01  -2.48971387e-03]
 [ -2.02774578e-01   9.45333299e-02  -1.65331046e-01  -9.74425419e-02
   -2.22406578e-01   5.10434755e-02   1.52246786e-01   1.21856388e-01
    2.97809540e-02   8.48149078e-03]
 [  1.88792602e-02   7.51484461e-02   4.42693558e-03   5.11021717e-02
   -3.33935352e-02   1.56253953e-01  -2.96967589e-01  -4.86420681e-02
   -3.61767410e-02  -1.69427539e-01]
 [  2.51464321e-02   9.28355590e-03   1.96439126e-01  -1.44359561e-01
   -6.00702660e-02  -1.91221328e-01   1.43492114e-01  -2.02804986e-01
    1.66258733e-02   1.59683531e-01]
 [  6.23963119e-03   2.28043519e-01   4.03431363e-01   1.89877824e-01
    1.50158029e-01   2.33164972e-02   9.88528489e-02  -6.76088213e-02
    1.49258594e-01  -5.24716441e-02]
 [  4.67118234e-02   4.17768726e-02   1.57501459e-02   9.81344532e-02
   -1.04170055e-01  -1.02542531e-01   1.06814921e-01  -1.63463257e-01
    5.24668270e-02   1.28315844e-01]
 [ -7.24873510e-02   1.91953157e-01   2.88590164e-01  -1.28185924e-01
    9.31070057e-03  -4.02641525e-02  -2.86188122e-02   1.05803606e-01
   -2.42189868e-01  -6.81070621e-03]
 [ -9.47194721e-02  -1.49821831e-03   2.01308429e-01  -3.72769958e-02
   -8.03371148e-02  -1.23377103e-01  -1.63163036e-01  -1.39872460e-01
   -2.17827057e-01   1.36395529e-02]
 [  9.90498732e-02  -2.84379991e-01   7.52705889e-02   8.32451802e-02
    5.63689896e-02   1.53778683e-01   1.91482167e-01   2.27130328e-02
   -1.09258386e-01   1.84604669e-01]]
final_inputs_run [[-0.02969283]
 [ 0.12242911]
 [ 0.26570468]
 ..., 
 [ 0.08144905]
 [-0.03702693]
 [-0.06373948]]
final_outputs_run [[-0.02969283]
 [ 0.12242911]
 [ 0.26570468]
 ..., 
 [ 0.08144905]
 [-0.03702693]
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Progress: 0.4% ... Training loss: 0.720 ... Validation loss: 1.160[ 0.3917047]
[-0.47534801]
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[-0.20461014]
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[ 0.14903355]
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[ 1.03852072]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
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15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
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15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
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15452   1        0 -0.295951 -0.814953   0.031898         0         0   
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15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
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15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
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16855   1        0 -0.607548  1.621165  -0.699669         0         0   
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16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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16874         0         1             0    ...          1      0      0   

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 [ -5.39968437e-02   7.72867457e-02  -8.07752871e-02   1.88164818e-02
    7.03428260e-02   6.06795666e-02   3.09035310e-02   1.63891543e-01
    2.68913729e-01  -4.51689987e-02]
 [ -1.22300033e-01  -1.78837704e-01  -4.29595380e-02  -1.85829193e-01
    2.68903181e-01   1.88935181e-03   1.64337553e-01  -4.28022482e-03
   -6.29605077e-02  -6.18604162e-02]
 [ -2.08968275e-01  -2.24017674e-01  -1.34537257e-01   5.24120305e-02
   -4.33618011e-02  -2.97340159e-02  -1.27111500e-01   5.93751775e-02
   -1.60410204e-01  -1.91638260e-01]
 [  2.14523099e-01   2.48914023e-01  -1.06551448e-02  -1.48682402e-02
   -5.12537165e-02   7.13902163e-02  -5.05439884e-02  -1.04190439e-01
   -8.22284455e-03  -2.25060505e-02]
 [  3.56911797e-02   1.18957684e-02  -2.11383103e-01   9.71344296e-02
    1.61449968e-01  -6.35819864e-02   1.68494069e-01   2.54084603e-02
   -1.26163478e-02  -1.76452739e-01]
 [  2.40770742e-02   1.69347421e-01   1.49808536e-01  -3.88435941e-02
   -2.29825891e-01  -1.70726082e-02  -1.67421248e-02   7.59591165e-02
   -1.53661733e-01  -3.82377948e-02]
 [  1.39962425e-01   2.96465681e-02  -2.16466148e-02  -8.50486916e-02
   -1.37697605e-01   6.75934950e-02  -9.26727136e-02   5.36756989e-02
    2.11322362e-02   5.16199841e-02]
 [ -1.41260208e-01   1.68428321e-01   1.18503822e-01   4.47489874e-02
    1.49101282e-01  -1.52612666e-01  -1.50524962e-01  -1.39335019e-01
    2.20578198e-04   1.43545889e-01]
 [  1.81151400e-01   2.37460160e-01   8.17408236e-02   1.30905136e-01
   -7.92612702e-02  -2.52216774e-01  -7.68151579e-02  -9.28198029e-02
   -1.13530514e-01   1.56016068e-01]
 [  2.66180489e-02  -1.61310006e-01   8.93539468e-02   1.91756517e-01
   -2.77345101e-02  -1.74033781e-02  -1.02253683e-01   4.65731873e-02
    1.27483798e-01  -1.69535359e-01]
 [  9.64353479e-02   6.43358563e-02   7.53261172e-02  -3.70217541e-02
   -2.44855462e-01   2.37735360e-01   3.98074732e-02   5.41849410e-02
    1.40451298e-01  -2.96163231e-01]
 [  3.05200862e-01  -8.83886396e-02  -7.18483179e-02  -2.11898584e-01
    2.44103644e-01  -5.18439929e-02  -3.99678694e-02   1.32507026e-01
    1.27954882e-01  -1.90593445e-01]
 [ -1.45857892e-01  -5.87867346e-02  -4.95417315e-02   4.62097134e-02
    1.92262196e-01  -1.34885471e-01  -1.02854439e-01   1.01132732e-01
    3.37290518e-01  -1.67056147e-01]
 [  2.74113565e-01   3.16051332e-02  -1.46657375e-01   1.99500914e-01
    1.19029950e-01  -1.32062208e-01  -7.88476744e-02  -1.16084348e-01
    2.28154293e-02  -4.05549690e-02]
 [ -2.74140061e-01  -1.65728010e-01   2.59962283e-01   5.96363306e-03
   -1.16658900e-01   9.13085056e-02   1.30504269e-01   1.67895951e-01
   -1.41729727e-02  -7.52794833e-02]
 [  1.07285110e-01  -3.49891503e-03   2.54063755e-01  -2.34738072e-01
    2.64209578e-02   8.40696363e-02   9.79808764e-02   1.76497430e-01
    9.24533381e-02  -1.08012751e-01]
 [  1.23260714e-01   7.78840151e-02  -8.61519344e-02  -1.17519064e-01
   -1.60099916e-01   1.93786415e-01   6.07848402e-02  -1.85257609e-01
   -1.09099233e-01  -2.37994357e-03]
 [ -2.02485868e-01   9.47133037e-02  -1.65562008e-01  -9.71962493e-02
   -2.23093629e-01   5.11735844e-02   1.52423140e-01   1.21703599e-01
    2.97509792e-02   8.74439365e-03]
 [  1.93760672e-02   7.54001775e-02   4.12730224e-03   5.14384764e-02
   -3.46516633e-02   1.56428564e-01  -2.96728921e-01  -4.88442151e-02
   -3.62170384e-02  -1.69062091e-01]
 [  2.39958020e-02   8.56957736e-03   1.97344610e-01  -1.45326007e-01
   -5.75791765e-02  -1.91713519e-01   1.42795887e-01  -2.02178296e-01
    1.67471557e-02   1.58639280e-01]
 [  6.57044554e-03   2.28233736e-01   4.03199030e-01   1.90127531e-01
    1.49560865e-01   2.34619865e-02   9.90382500e-02  -6.77714008e-02
    1.49228383e-01  -5.21842834e-02]
 [  4.73527842e-02   4.21923287e-02   1.52286283e-02   9.86919674e-02
   -1.05809234e-01  -1.02235303e-01   1.07233285e-01  -1.63829303e-01
    5.23946932e-02   1.28922433e-01]
 [ -7.30475598e-02   1.91542485e-01   2.89014873e-01  -1.28580202e-01
    9.69224144e-03  -4.05493835e-02  -2.90264926e-02   1.06138167e-01
   -2.42117560e-01  -7.27949483e-03]
 [ -9.46315346e-02  -1.48711006e-03   2.01320890e-01  -3.72680672e-02
   -8.04049860e-02  -1.23358633e-01  -1.63169629e-01  -1.39882987e-01
   -2.17826671e-01   1.36736556e-02]
 [  9.85348257e-02  -2.84681690e-01   7.56929085e-02   8.27950144e-02
    5.73346246e-02   1.53537869e-01   1.91147084e-01   2.30193873e-02
   -1.09198899e-01   1.84110340e-01]]
final_inputs_run [[-0.00570548]
 [ 0.15070411]
 [ 0.29740868]
 ..., 
 [ 0.10731088]
 [-0.01498562]
 [-0.04705971]]
final_outputs_run [[-0.00570548]
 [ 0.15070411]
 [ 0.29740868]
 ..., 
 [ 0.10731088]
 [-0.01498562]
 [-0.04705971]]
Progress: 0.4% ... Training loss: 0.717 ... Validation loss: 1.142[ 1.41956446]
[ 1.95776617]
[-1.08067887]
[ 0.06479139]
[-0.1585622]
[ 0.55767997]
[ 0.13096663]
[-0.41116512]
[-1.23203507]
[ 0.38207504]
[-0.27135942]
[-0.05294634]
[-0.40023576]
[-1.18246624]
[ 0.81625205]
[-0.87237373]
[-1.29214092]
[ 0.95330046]
[ 0.1113922]
[-1.17925437]
[ 0.37791262]
[-0.51068342]
[ 0.19871232]
[-0.29486749]
[-0.55281404]
[-1.28518491]
[-0.96196016]
[-1.02049901]
[ 0.27447365]
[-0.94442595]
[-0.92585985]
[ 0.19751311]
[-0.62517477]
[-1.10049325]
[-0.61966895]
[-0.50671789]
[-0.13939284]
[-0.24036691]
[ 0.19959516]
[-0.52551543]
[-0.32479094]
[-0.6807076]
[-0.79955025]
[-0.41323401]
[ 1.96174452]
[ 0.34121953]
[ 0.19566473]
[ 0.18627628]
[ 0.29950291]
[-0.49375699]
[ 1.12856186]
[-0.99946997]
[-0.86242227]
[-1.15749584]
[-0.73638533]
[-0.89434602]
[-0.04315301]
[-0.59142245]
[-1.12057783]
[-0.61780638]
[-0.29339091]
[-0.30982231]
[ 0.5540839]
[-0.38294787]
[-0.1582259]
[-0.54611879]
[-0.30284673]
[-0.66654632]
[-0.64816734]
[ 0.45548034]
[ 2.92518279]
[-0.90747908]
[-0.33239533]
[-1.0721509]
[ 0.20145451]
[-0.18558675]
[-0.14788666]
[ 1.566607]
[ 0.07006659]
[ 1.11401299]
[-0.9658827]
[ 1.07146555]
[ 0.76117024]
[-0.74015931]
[ 2.20004649]
[-0.22788155]
[-0.29519932]
[-1.14291911]
[-0.03971523]
[-0.14634289]
[-0.6817021]
[-0.15732413]
[-0.90528048]
[ 0.72162606]
[ 0.13951781]
[-0.95490936]
[-0.22998869]
[-1.11019598]
[-0.07723539]
[ 0.71024502]
[-0.23520858]
[-0.1708037]
[ 1.99916801]
[-0.59912633]
[ 1.44765006]
[-0.33170336]
[-0.76457103]
[-0.30012559]
[-0.57888348]
[-0.55954215]
[-1.06616717]
[-1.28053929]
[ 0.33230186]
[ 1.24893731]
[ 3.24901362]
[ 0.24780594]
[ 0.53574943]
[ 0.06708268]
[-0.3704336]
[-0.19140263]
[-0.92871697]
[-0.20054899]
[-0.31582491]
[ 0.50225443]
[-0.52659905]
[-0.34735598]
[-0.01250249]
[ 0.01619082]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
15426          0          0          1          0          0          0   
15427          0          0          0          1          0          0   
15428          0          0          0          1          0          0   
15429          0          0          0          1          0          0   
15430          0          0          0          1          0          0   
15431          0          0          0          1          0          0   
15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
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15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
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16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
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   -2.23179795e-01   5.11885841e-02   1.52443054e-01   1.21685218e-01
    2.97470767e-02   8.77492832e-03]
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   -3.54469376e-02   1.56544200e-01  -2.96577600e-01  -4.89870006e-02
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   -5.95079893e-02  -1.91373963e-01   1.43225892e-01  -2.02597496e-01
    1.66644959e-02   1.59341065e-01]
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    1.49943956e-01   2.32162289e-02   9.86721824e-02  -6.74489287e-02
    1.49303297e-01  -5.25620378e-02]
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    5.60481252e-02   1.53764905e-01   1.91443920e-01   2.27225980e-02
   -1.09262465e-01   1.84541588e-01]]
final_inputs_run [[-0.08072772]
 [ 0.07906234]
 [ 0.23009274]
 ..., 
 [ 0.03359088]
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final_outputs_run [[-0.08072772]
 [ 0.07906234]
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 ..., 
 [ 0.03359088]
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Progress: 0.4% ... Training loss: 0.712 ... Validation loss: 1.182[-1.00632845]
[ 0.18300039]
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[ 0.13795732]
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[ 1.05927333]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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14            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
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15429         0         1             0    ...          0      0      0   
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15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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6              0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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1              1  
2              1  
3              1  
4              1  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -2.44200830e-01  -1.06660804e-01   1.83027394e-02  -6.36801761e-02
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    1.33165379e-01  -9.84729070e-02  -4.46269752e-04  -2.65019733e-02
    4.63129949e-02   1.31196789e-01]
 [  6.95174698e-02   1.32062817e-01  -9.71172790e-03  -1.62202822e-02
    1.02593761e-01  -4.62176358e-02  -2.58983470e-01   2.56787751e-01
   -1.39364831e-01  -4.14692715e-02]
 [ -1.68541647e-02   3.04379594e-01  -1.29685083e-01   5.03653656e-02
    4.15506612e-02  -4.32237747e-02  -7.43162924e-02  -2.70833472e-01
   -8.32593285e-02  -1.15734637e-01]
 [ -7.06702600e-02   1.43155498e-01  -9.25767898e-02  -2.97449481e-01
   -1.64695390e-01  -3.10599168e-01   4.37167480e-02  -8.13795705e-02
   -8.51092359e-02  -1.76834544e-01]
 [  9.50857656e-02   3.48474393e-02  -8.24625077e-02  -8.01390082e-02
   -1.45980848e-01  -2.03780732e-02   7.41828625e-02   3.15243483e-02
   -4.21534087e-03   1.22051848e-01]
 [ -1.91907870e-01  -1.63238531e-02   2.02821872e-02   9.89689210e-02
   -1.53264168e-01   8.76237938e-02   5.62624858e-02   2.09139883e-01
    1.34281761e-01  -1.64362743e-02]
 [ -1.60201072e-01   1.39043460e-01   2.49961071e-01  -2.21412836e-02
    1.24420781e-01   3.24185445e-02   1.01281357e-01  -1.29468557e-01
    1.97529266e-01  -7.35881905e-02]
 [  2.02902229e-01  -6.62005558e-02  -1.81695694e-02  -2.17134010e-01
    3.59578028e-02   1.55211914e-01  -3.96954689e-02  -2.68065158e-02
    1.06194666e-01   7.40628117e-02]
 [  5.65285208e-02   4.89808768e-02  -2.79832877e-01  -2.10522507e-01
    3.18378880e-01  -9.06240244e-02   1.23192153e-01   4.58107776e-02
   -8.76968892e-03  -5.51708532e-02]
 [ -1.41168831e-01   1.10819170e-01  -2.42853821e-01   7.69675908e-02
    1.78377745e-01  -5.56175900e-02   7.00179923e-02  -1.05034812e-01
    2.09715862e-01   2.08301240e-01]
 [  1.18793988e-01   1.99020372e-01   2.40495913e-02  -4.86514825e-02
    6.59715966e-03   2.15117788e-01  -4.73401244e-02  -2.23959386e-01
   -8.72959281e-02   1.66169882e-01]
 [ -1.19677529e-02  -3.02222319e-02  -7.47257516e-03  -1.46982025e-01
    1.97546455e-01   2.70084590e-02   3.22494122e-02  -1.29164583e-01
    1.15255222e-01   7.05364061e-02]
 [  7.00205283e-02  -2.76295727e-02  -1.59542741e-01  -2.51304467e-01
   -1.13542608e-01   1.32790303e-01   1.35393319e-01  -1.33452266e-02
    2.45740342e-01   4.43474193e-02]
 [ -5.73600178e-02  -9.67378694e-02  -1.35144958e-01   1.36055684e-01
   -1.64576359e-02  -4.48647206e-02  -3.47509234e-02   1.22740206e-01
   -9.10814267e-02   1.77352754e-01]
 [  1.30324069e-01   1.59805458e-01  -4.07315726e-02   2.01706225e-01
   -7.28673428e-02  -5.92627668e-02  -7.21523650e-02   1.65988704e-01
    1.10495492e-01   2.76703861e-01]
 [ -2.46948428e-01   1.55568262e-02  -1.39184883e-01   6.83098612e-02
   -7.24294850e-02  -1.39723447e-01  -1.69889403e-01   6.69348670e-02
    1.22470175e-01  -2.74718720e-01]
 [  4.30465206e-02  -7.52448690e-02  -4.85183373e-02  -1.30833780e-01
   -1.93687832e-02  -9.02763537e-02   6.88334284e-02   6.95378033e-03
   -1.78387021e-01   5.82238099e-02]
 [  8.07099417e-02  -1.90376060e-01  -2.82624765e-03  -1.40505479e-01
   -1.79136169e-01  -9.76058580e-02   1.64584608e-01  -7.48294960e-02
   -1.09287350e-01   4.64747261e-02]
 [ -5.31139040e-02   7.78771920e-02  -8.14918066e-02   1.96116814e-02
    6.82396581e-02   6.10975568e-02   3.14538064e-02   1.63410722e-01
    2.68833372e-01  -4.43298035e-02]
 [ -1.22490535e-01  -1.78942129e-01  -4.28154350e-02  -1.85976242e-01
    2.69537645e-01   1.82394439e-03   1.64246088e-01  -4.16644982e-03
   -6.29232691e-02  -6.20347085e-02]
 [ -2.09310072e-01  -2.24234098e-01  -1.34266695e-01   5.21181417e-02
   -4.25518165e-02  -2.98961100e-02  -1.27325219e-01   5.95592710e-02
   -1.60379010e-01  -1.91953860e-01]
 [  2.14530631e-01   2.48917501e-01  -1.06451227e-02  -1.48676591e-02
   -5.12060412e-02   7.13913949e-02  -5.05411344e-02  -1.04183716e-01
   -8.21682179e-03  -2.25078954e-02]
 [  3.56144297e-02   1.18483988e-02  -2.11326858e-01   9.70674632e-02
    1.61591167e-01  -6.36229738e-02   1.68442976e-01   2.54458477e-02
   -1.26103562e-02  -1.76520469e-01]
 [  2.41664532e-02   1.69401935e-01   1.49759924e-01  -3.87690065e-02
   -2.30090014e-01  -1.70321706e-02  -1.66930838e-02   7.59114434e-02
   -1.53670857e-01  -3.81580259e-02]
 [  1.39318416e-01   2.92440024e-02  -2.11342517e-02  -8.55928619e-02
   -1.36345029e-01   6.72929021e-02  -9.30673529e-02   5.40234897e-02
    2.11940596e-02   5.10383936e-02]
 [ -1.41120830e-01   1.68504130e-01   1.18398919e-01   4.48610836e-02
    1.48764779e-01  -1.52550192e-01  -1.50447259e-01  -1.39405873e-01
    2.06848310e-04   1.43642648e-01]
 [  1.81045633e-01   2.37395711e-01   8.18337271e-02   1.30810414e-01
   -7.90300649e-02  -2.52272962e-01  -7.68830967e-02  -9.27607374e-02
   -1.13518728e-01   1.55923001e-01]
 [  2.65562199e-02  -1.61352495e-01   8.94078629e-02   1.91692423e-01
   -2.75525298e-02  -1.74340352e-02  -1.02295222e-01   4.66079731e-02
    1.27488725e-01  -1.69607082e-01]
 [  9.57733079e-02   6.38448820e-02   7.59062335e-02  -3.76262917e-02
   -2.43239891e-01   2.37398985e-01   3.93371934e-02   5.46107074e-02
    1.40527468e-01  -2.96742580e-01]
 [  3.03424882e-01  -8.95136177e-02  -7.05305547e-02  -2.13211293e-01
    2.46428656e-01  -5.26101142e-02  -4.10446164e-02   1.33467233e-01
    1.28152743e-01  -1.92011815e-01]
 [ -1.47085950e-01  -5.96761577e-02  -4.84612308e-02   4.50403940e-02
    1.94801362e-01  -1.35518609e-01  -1.03727864e-01   1.01844799e-01
    3.37417185e-01  -1.68245830e-01]
 [  2.73172883e-01   3.09720983e-02  -1.45950192e-01   1.98658164e-01
    1.20706806e-01  -1.32481117e-01  -7.94444342e-02  -1.15557107e-01
    2.29053526e-02  -4.13970355e-02]
 [ -2.74320519e-01  -1.65895658e-01   2.60126612e-01   5.74260138e-03
   -1.16269374e-01   9.11747913e-02   1.30330839e-01   1.68048916e-01
   -1.41474542e-02  -7.55221597e-02]
 [  1.07358612e-01  -3.45210311e-03   2.53982983e-01  -2.34655825e-01
    2.61809255e-02   8.41002734e-02   9.80261903e-02   1.76441985e-01
    9.24432118e-02  -1.07940873e-01]
 [  1.23644079e-01   7.81411182e-02  -8.64637580e-02  -1.17191617e-01
   -1.60947204e-01   1.93955822e-01   6.10236869e-02  -1.85467350e-01
   -1.09137605e-01  -2.01687092e-03]
 [ -2.01884506e-01   9.51142774e-02  -1.66023868e-01  -9.66661344e-02
   -2.24502621e-01   5.14621421e-02   1.52792402e-01   1.21384505e-01
    2.97031617e-02   9.31325117e-03]
 [  2.01705413e-02   7.58603679e-02   3.60632387e-03   5.20811775e-02
   -3.68764560e-02   1.56737412e-01  -2.96352528e-01  -4.92074851e-02
   -3.62757217e-02  -1.68269860e-01]
 [  2.51645658e-02   9.23603759e-03   1.96470626e-01  -1.44448220e-01
   -6.03759884e-02  -1.91253001e-01   1.43377681e-01  -2.02739898e-01
    1.66466563e-02   1.59623014e-01]
 [  6.26978911e-03   2.27964893e-01   4.03430356e-01   1.89882812e-01
    1.48997806e-01   2.33204073e-02   9.87546165e-02  -6.75358895e-02
    1.49292687e-01  -5.23855355e-02]
 [  4.75106206e-02   4.22776294e-02   1.50758539e-02   9.88415632e-02
   -1.06802999e-01  -1.02177047e-01   1.07305886e-01  -1.63901243e-01
    5.23852166e-02   1.29054421e-01]
 [ -7.24848367e-02   1.91802426e-01   2.88681047e-01  -1.28179943e-01
    8.15864664e-03  -4.03522670e-02  -2.88019578e-02   1.05898273e-01
   -2.42159799e-01  -6.82758813e-03]
 [ -9.27265060e-02  -2.58940593e-04   1.99814179e-01  -3.56480050e-02
   -8.49161755e-02  -1.22512624e-01  -1.62029253e-01  -1.40897796e-01
   -2.18015367e-01   1.54165682e-02]
 [  1.00008620e-01  -2.83689601e-01   7.44855315e-02   8.41156781e-02
    5.38496122e-02   1.54251889e-01   1.92056126e-01   2.21996091e-02
   -1.09340370e-01   1.85492435e-01]]
final_inputs_run [[-0.85527835]
 [-0.85277111]
 [-0.89419615]
 ..., 
 [-0.38637294]
 [-0.32817638]
 [-0.23209109]]
final_outputs_run [[-0.85527835]
 [-0.85277111]
 [-0.89419615]
 ..., 
 [-0.38637294]
 [-0.32817638]
 [-0.23209109]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
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Progress: 0.4% ... Training loss: 0.719 ... Validation loss: 1.238[-0.35663658]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
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27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
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15414   1        0 -0.088219  0.325357   0.031898         0         0   
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15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
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15427   1        0 -0.192085  1.310171  -0.821460         0         0   
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15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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       weekday_6  
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[15435 rows x 56 columns]
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final_inputs_run [[-0.77007104]
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 ..., 
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final_outputs_run [[-0.77007104]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
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15446          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
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16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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16857          0          1          0          0          0          0   
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16862          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
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...          ...  
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16872          0  
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16874          0  

[1440 rows x 56 columns]
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    2.10123453e-04   1.43543730e-01]
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   -1.13514905e-01   1.55825094e-01]
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    1.27490185e-01  -1.69647990e-01]
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    1.40548564e-01  -2.97338854e-01]
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    1.96389128e-01  -1.35874088e-01  -1.04181676e-01   1.02174750e-01
    3.37440426e-01  -1.68929005e-01]
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    1.21348134e-01  -1.32624401e-01  -7.96231698e-02  -1.15422273e-01
    2.29153978e-02  -4.16761461e-02]
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   -1.15948006e-01   9.10609046e-02   1.30192147e-01   1.68153728e-01
   -1.41396027e-02  -7.57157135e-02]
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   -1.09143872e-01  -1.84086808e-03]
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   -2.25238316e-01   5.16274471e-02   1.53007666e-01   1.21230523e-01
    2.96917741e-02   9.63693917e-03]
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    1.49312631e-01  -5.29267118e-02]
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   -2.42179739e-01  -6.28029568e-03]
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   -8.51880093e-02  -1.22458834e-01  -1.61959864e-01  -1.40943177e-01
   -2.18018780e-01   1.55181514e-02]
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    5.53151981e-02   1.53890748e-01   1.91604178e-01   2.25240977e-02
   -1.09315361e-01   1.84799321e-01]]
final_inputs_run [[-0.07539053]
 [ 0.0941899 ]
 [ 0.25171416]
 ..., 
 [ 0.04116548]
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final_outputs_run [[-0.07539053]
 [ 0.0941899 ]
 [ 0.25171416]
 ..., 
 [ 0.04116548]
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Progress: 0.4% ... Training loss: 0.704 ... Validation loss: 1.168[-0.34076168]
[-0.03621713]
[-0.81535361]
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[ 1.876617]
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[ 0.16352296]
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[ 0.21735497]
[ 2.04717837]
[ 1.93798613]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
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final_inputs_run [[-0.80271077]
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 ..., 
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final_outputs_run [[-0.80271077]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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[1440 rows x 56 columns]
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    1.15215263e-01   7.11565121e-02]
 [  7.12182831e-02  -2.68258174e-02  -1.60468758e-01  -2.50283953e-01
   -1.16379414e-01   1.33359452e-01   1.36097577e-01  -1.39505830e-02
    2.45658540e-01   4.54805190e-02]
 [ -5.62719898e-02  -9.60280653e-02  -1.35949347e-01   1.36980129e-01
   -1.89848664e-02  -4.43607021e-02  -3.40999132e-02   1.22210338e-01
   -9.11481763e-02   1.78359017e-01]
 [  1.30740063e-01   1.60098876e-01  -4.10682143e-02   2.02091173e-01
   -7.38826158e-02  -5.90492149e-02  -7.18836968e-02   1.65769248e-01
    1.10467196e-01   2.77092793e-01]
 [ -2.45525206e-01   1.64990473e-02  -1.40225088e-01   6.95428527e-02
   -7.57730846e-02  -1.39078187e-01  -1.69037000e-01   6.62397736e-02
    1.22382535e-01  -2.73415411e-01]
 [  4.39686858e-02  -7.46403860e-02  -4.92110669e-02  -1.30050861e-01
   -2.14689526e-02  -8.98529113e-02   6.93866353e-02   6.49291463e-03
   -1.78450930e-01   5.90645938e-02]
 [  8.19389551e-02  -1.89558076e-01  -3.72619364e-03  -1.39450402e-01
   -1.81966249e-01  -9.70266571e-02   1.65299943e-01  -7.54290776e-02
   -1.09362300e-01   4.76103828e-02]
 [ -5.23101253e-02   7.84076786e-02  -8.21006195e-02   2.03131267e-02
    6.63287451e-02   6.14806730e-02   3.19418430e-02   1.63011727e-01
    2.68782546e-01  -4.35767673e-02]
 [ -1.22940054e-01  -1.79248033e-01  -4.24732707e-02  -1.86407690e-01
    2.70616905e-01   1.58573764e-03   1.63939897e-01  -3.92686991e-03
   -6.28942401e-02  -6.24537550e-02]
 [ -2.10764215e-01  -2.25193323e-01  -1.33221437e-01   5.08667844e-02
   -3.92163504e-02  -3.05825461e-02  -1.28213171e-01   6.02348640e-02
   -1.60312756e-01  -1.93325091e-01]
 [  2.14085530e-01   2.48611848e-01  -1.02980748e-02  -1.52558042e-02
   -5.02839011e-02   7.11690746e-02  -5.08228905e-02  -1.03961902e-01
   -8.19073149e-03  -2.29353190e-02]
 [  3.58762483e-02   1.20169264e-02  -2.11525943e-01   9.72934213e-02
    1.61024465e-01  -6.35030169e-02   1.68600371e-01   2.53179560e-02
   -1.26261781e-02  -1.76279448e-01]
 [  2.37072601e-02   1.69105875e-01   1.50114638e-01  -3.91472534e-02
   -2.29246600e-01  -1.72412535e-02  -1.69551251e-02   7.61286389e-02
   -1.53640201e-01  -3.85707816e-02]
 [  1.38878841e-01   2.89321885e-02  -2.07736785e-02  -8.59649703e-02
   -1.35491361e-01   6.70633610e-02  -9.33571085e-02   5.42496190e-02
    2.12175760e-02   5.06215124e-02]
 [ -1.41187380e-01   1.68455411e-01   1.18447854e-01   4.48166178e-02
    1.48703285e-01  -1.52568142e-01  -1.50491342e-01  -1.39377008e-01
    2.09031236e-04   1.43564029e-01]
 [  1.80793530e-01   2.37244623e-01   8.20510733e-02   1.30569155e-01
   -7.86381042e-02  -2.52388345e-01  -7.70510031e-02  -9.26216507e-02
   -1.13499801e-01   1.55654676e-01]
 [  2.64409586e-02  -1.61417898e-01   8.95176180e-02   1.91566065e-01
   -2.72180460e-02  -1.74960052e-02  -1.02373704e-01   4.66715651e-02
    1.27497581e-01  -1.69737750e-01]
 [  9.48158316e-02   6.31928950e-02   7.66349054e-02  -3.84931283e-02
   -2.41154726e-01   2.36911877e-01   3.87210557e-02   5.50838608e-02
    1.40577820e-01  -2.97654113e-01]
 [  2.99529511e-01  -9.20388919e-02  -6.76083273e-02  -2.16114082e-01
    2.52637039e-01  -5.44492969e-02  -4.35263665e-02   1.35383056e-01
    1.28368754e-01  -1.95552645e-01]
 [ -1.48181178e-01  -6.04280561e-02  -4.76130878e-02   4.40347595e-02
    1.97243447e-01  -1.36073255e-01  -1.04460746e-01   1.02412202e-01
    3.37478264e-01  -1.69339263e-01]
 [  2.72506086e-01   3.05329150e-02  -1.45476685e-01   1.98089622e-01
    1.22073430e-01  -1.32786901e-01  -7.98349594e-02  -1.15237914e-01
    2.29448922e-02  -4.20090074e-02]
 [ -2.74622844e-01  -1.66154236e-01   2.60366585e-01   5.41452809e-03
   -1.15563210e-01   9.09856480e-02   1.30107189e-01   1.68236103e-01
   -1.41264892e-02  -7.58600370e-02]
 [  1.07522532e-01  -3.35432442e-03   2.53864065e-01  -2.34521944e-01
    2.57887456e-02   8.41733151e-02   9.81252106e-02   1.76361281e-01
    9.24300641e-02  -1.07791786e-01]
 [  1.23792186e-01   7.82125595e-02  -8.65272372e-02  -1.17080524e-01
   -1.61345951e-01   1.94013670e-01   6.10938721e-02  -1.85512211e-01
   -1.09137375e-01  -1.89653878e-03]
 [ -2.01313736e-01   9.54967556e-02  -1.66445343e-01  -9.61648651e-02
   -2.25790848e-01   5.17394258e-02   1.53141737e-01   1.21108295e-01
    2.96731226e-02   9.86129241e-03]
 [  2.05061559e-02   7.60754369e-02   3.37270848e-03   5.24253896e-02
   -3.80928463e-02   1.56876445e-01  -2.96190156e-01  -4.93665488e-02
   -3.63009045e-02  -1.67938398e-01]
 [  2.23655140e-02   7.44999863e-03   1.98483961e-01  -1.46463856e-01
   -5.61310771e-02  -1.92581880e-01   1.41595494e-01  -2.01391703e-01
    1.67876339e-02   1.57035377e-01]
 [  6.09028508e-03   2.27787024e-01   4.03587114e-01   1.89652102e-01
    1.49095387e-01   2.31778950e-02   9.85650121e-02  -6.74313905e-02
    1.49281290e-01  -5.26029416e-02]
 [  4.74755426e-02   4.22354979e-02   1.51454760e-02   9.87937406e-02
   -1.07059765e-01  -1.02197871e-01   1.07217848e-01  -1.63889849e-01
    5.23672452e-02   1.29013456e-01]
 [ -7.17804908e-02   1.92242209e-01   2.88244052e-01  -1.27620552e-01
    6.26317595e-03  -4.00430438e-02  -2.84155124e-02   1.05589483e-01
   -2.42183843e-01  -6.21174333e-03]
 [ -9.19704710e-02   2.22419138e-04   1.99283031e-01  -3.50383335e-02
   -8.67399641e-02  -1.22181700e-01  -1.61612236e-01  -1.41244217e-01
   -2.18067039e-01   1.60904645e-02]
 [  9.88521871e-02  -2.84468184e-01   7.53741919e-02   8.30658473e-02
    5.59969291e-02   1.53654037e-01   1.91295861e-01   2.27855263e-02
   -1.09270574e-01   1.84316206e-01]]
final_inputs_run [[-0.09005834]
 [ 0.0839582 ]
 [ 0.24415305]
 ..., 
 [ 0.02878761]
 [-0.1112713 ]
 [-0.14894112]]
final_outputs_run [[-0.09005834]
 [ 0.0839582 ]
 [ 0.24415305]
 ..., 
 [ 0.02878761]
 [-0.1112713 ]
 [-0.14894112]]
Progress: 0.4% ... Training loss: 0.701 ... Validation loss: 1.174[ 0.14165851]
[-1.06034229]
[-0.2794064]
[-0.42057138]
[-0.26212866]
[-0.14691364]
[-0.05484908]
[-0.96143922]
[ 0.44437083]
[-0.36758016]
[ 0.18474736]
[ 0.87264372]
[-0.94055581]
[-0.1238437]
[ 0.29405516]
[-0.38466955]
[ 0.33143845]
[ 0.47473748]
[-0.36638504]
[-0.45966065]
[-0.99129237]
[ 0.53557894]
[-0.27683249]
[ 1.45431129]
[ 1.64460476]
[ 1.53608124]
[ 1.35399942]
[ 0.09717303]
[ 1.68610565]
[ 1.35610052]
[ 0.10465063]
[-0.85738907]
[-0.13287893]
[-0.14143526]
[ 1.03643771]
[-0.22224962]
[-1.28099249]
[-0.49525482]
[-0.71994059]
[-0.42638471]
[-0.36495972]
[ 0.22535177]
[ 1.42325357]
[-0.68774542]
[-0.83892325]
[ 0.73030745]
[ 1.42090819]
[ 2.14325386]
[-0.39872957]
[-0.45516965]
[-0.18723595]
[-0.87729717]
[ 0.84996465]
[ 2.36702637]
[-0.60344198]
[ 1.12542705]
[ 0.28660125]
[ 0.8358992]
[-0.19049275]
[ 1.16767651]
[-0.487009]
[ 0.26602737]
[-0.7534582]
[-1.11844115]
[-0.38147467]
[-0.6370116]
[-1.36509477]
[ 2.84276067]
[ 0.29980205]
[-0.13139147]
[-0.63094001]
[ 0.42851662]
[-0.88849383]
[ 2.46938893]
[ 0.09172103]
[-0.02452038]
[ 1.48174847]
[-0.64389914]
[-0.01829477]
[ 0.8591334]
[ 0.60328586]
[ 0.55784785]
[ 0.28761986]
[-0.11276985]
[ 0.78232484]
[-0.31385153]
[-0.27400151]
[-0.40618099]
[-1.0353242]
[ 2.58426868]
[ 0.96023215]
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[ 0.05364128]
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[ 0.23527702]
[-0.32689327]
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[ 0.80403278]
[-0.79526287]
[ 0.90795755]
[-0.40635277]
[-0.48378172]
[-0.17770413]
[ 0.04073463]
[ 1.74397295]
[-0.70750901]
[-0.72016098]
[ 0.98820983]
[ 0.21258728]
[ 0.7736395]
[ 1.54672854]
[-0.38608861]
[-0.30519434]
[-0.91918497]
[ 2.92284627]
[-0.16287615]
[ 1.42238352]
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[-0.12202513]
[-0.21961881]
[ 0.19044884]
[ 2.51116546]
[-0.26851203]
[-0.15592921]
[ 0.01350202]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
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15441   1        0  0.534976 -1.177780  -0.211685         0         0   
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15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
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15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
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15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
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    2.53291396e-01  -5.47135904e-02  -4.38678148e-02   1.35674132e-01
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    2.01519775e-01  -1.37107267e-01  -1.05853302e-01   1.03606244e-01
    3.37638894e-01  -1.71434163e-01]
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    1.22859225e-01  -1.32966635e-01  -8.00572747e-02  -1.15041145e-01
    2.29725436e-02  -4.23726104e-02]
 [ -2.74509118e-01  -1.66066247e-01   2.60262194e-01   5.53264950e-03
   -1.15902198e-01   9.10486525e-02   1.30187259e-01   1.68167434e-01
   -1.41358177e-02  -7.57400376e-02]
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    2.57972423e-02   8.41710954e-02   9.81225716e-02   1.76363076e-01
    9.24304721e-02  -1.07795622e-01]
 [  1.23884230e-01   7.82722024e-02  -8.65975902e-02  -1.17000348e-01
   -1.61564953e-01   1.94051487e-01   6.11437874e-02  -1.85557984e-01
   -1.09143798e-01  -1.81168951e-03]
 [ -2.01075554e-01   9.56575614e-02  -1.66635285e-01  -9.59516943e-02
   -2.26374283e-01   5.18544615e-02   1.53287562e-01   1.20985686e-01
    2.96552573e-02   1.00923203e-02]
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   -3.71026410e-02   1.56570549e-01  -2.96580690e-01  -4.90522164e-02
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    1.68770490e-02   1.55845698e-01]
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    1.48738413e-01   2.30948620e-02   9.84347220e-02  -6.73190982e-02
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   -1.06406947e-01  -1.02341611e-01   1.07067159e-01  -1.63754977e-01
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    5.69015261e-02   1.53356358e-01   1.90942781e-01   2.30999169e-02
   -1.09228396e-01   1.83738406e-01]]
final_inputs_run [[-0.01255369]
 [ 0.16571818]
 [ 0.32693044]
 ..., 
 [ 0.10635596]
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final_outputs_run [[-0.01255369]
 [ 0.16571818]
 [ 0.32693044]
 ..., 
 [ 0.10635596]
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Progress: 0.5% ... Training loss: 0.698 ... Validation loss: 1.123[-0.75894617]
[-0.16342819]
[-1.15445065]
[-0.82159264]
[ 1.02529407]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
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19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
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27            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
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15407         0         1             0    ...          0      0      0   
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15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
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15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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1              1  
2              1  
3              1  
4              1  
5              1  
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9              1  
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...          ...  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -2.53274189e-01  -1.12935286e-01   2.54897963e-02  -7.13011517e-02
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    1.25647889e-01  -9.28344415e-02   5.04091336e-04   1.41506957e-01
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 [ -1.57234400e-01   3.39309319e-03  -9.30107583e-02  -3.84002766e-02
    2.16803613e-01   8.42557523e-02  -2.34742493e-02   1.81364187e-01
   -7.06938137e-02   9.69776466e-02]
 [ -1.17715914e-01  -1.07643212e-01  -5.32704407e-02  -8.70345329e-02
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 [ -1.36037517e-01   9.20395244e-02  -1.36107613e-01   7.01375950e-02
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   -2.42415144e-01   9.29076888e-03]
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   -4.06005535e-02  -2.60215360e-02   5.61380305e-02   7.03165366e-02
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 [  2.54210583e-01  -2.15291345e-01  -8.69408936e-02   7.78941694e-02
    1.56649098e-01   4.19005913e-02  -5.65894523e-02  -6.10866371e-02
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 [ -9.54398379e-02   1.47577321e-01  -4.85705526e-02   2.29817119e-02
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    4.61923944e-02   1.32286596e-01]
 [  6.85782374e-02   1.31467257e-01  -8.96402266e-03  -1.70378716e-02
    1.04599824e-01  -4.66341599e-02  -2.59507278e-01   2.57209651e-01
   -1.39317610e-01  -4.22821891e-02]
 [ -1.53587411e-02   3.05321510e-01  -1.30795704e-01   5.16002819e-02
    3.80250095e-02  -4.25610299e-02  -7.34892696e-02  -2.71567539e-01
   -8.33909990e-02  -1.14419604e-01]
 [ -6.96482693e-02   1.43927711e-01  -9.34460673e-02  -2.96504847e-01
   -1.67386288e-01  -3.10143332e-01   4.43712648e-02  -8.20078013e-02
   -8.52234278e-02  -1.75745868e-01]
 [  9.38691156e-02   3.39523144e-02  -8.13237510e-02  -8.13456286e-02
   -1.43555620e-01  -2.09658145e-02   7.33417329e-02   3.22568885e-02
   -4.11025152e-03   1.20672947e-01]
 [ -1.93503530e-01  -1.74155500e-02   2.16415230e-02   9.74336422e-02
   -1.50363965e-01   8.67835206e-02   5.51380159e-02   2.10083114e-01
    1.34415013e-01  -1.80456927e-02]
 [ -1.59865856e-01   1.39130274e-01   2.49640568e-01  -2.19568828e-02
    1.22026226e-01   3.24609943e-02   1.01313135e-01  -1.29530974e-01
    1.97503406e-01  -7.32454061e-02]
 [  2.01927411e-01  -6.67372997e-02  -1.75497813e-02  -2.17576652e-01
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   -8.72700910e-02   1.65936487e-01]
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   -1.17990030e-01   1.33660300e-01   1.36467010e-01  -1.43041791e-02
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   -2.30083850e-02  -4.35799781e-02  -3.31120341e-02   1.21311456e-01
   -9.13012142e-02   1.79957804e-01]
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   -7.71199003e-02  -5.84585042e-02  -7.11216261e-02   1.65059576e-01
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   -7.76838939e-02  -1.38706412e-01  -1.68562084e-01   6.58142453e-02
    1.22311884e-01  -2.72675370e-01]
 [  4.51342768e-02  -7.38800036e-02  -5.01410363e-02  -1.29046583e-01
   -2.42938038e-02  -8.93304994e-02   7.00437533e-02   5.86612871e-03
   -1.78568855e-01   6.01407096e-02]
 [  8.30450578e-02  -1.88831899e-01  -4.59333580e-03  -1.38507776e-01
   -1.84468830e-01  -9.65368010e-02   1.65924015e-01  -7.60070282e-02
   -1.09469296e-01   4.86277537e-02]
 [ -5.17673136e-02   7.87763620e-02  -8.25489910e-02   2.07963680e-02
    6.50300795e-02   6.17395848e-02   3.22695950e-02   1.62719939e-01
    2.68733689e-01  -4.30497360e-02]
 [ -1.23003144e-01  -1.79287610e-01  -4.23998472e-02  -1.86489039e-01
    2.70808802e-01   1.56285544e-03   1.63904901e-01  -3.89795067e-03
   -6.28914708e-02  -6.25070773e-02]
 [ -2.13272544e-01  -2.26910662e-01  -1.31187826e-01   4.86466526e-02
   -3.33868997e-02  -3.17691187e-02  -1.29673428e-01   6.15817427e-02
   -1.60078904e-01  -1.95699014e-01]
 [  2.13585126e-01   2.48280308e-01  -9.89729415e-03  -1.57050507e-02
   -4.91818597e-02   7.09282598e-02  -5.11234871e-02  -1.03689276e-01
   -8.14430903e-03  -2.34016070e-02]
 [  3.58374397e-02   1.19821006e-02  -2.11502551e-01   9.72457018e-02
    1.61163914e-01  -6.35168537e-02   1.68575273e-01   2.53324704e-02
   -1.26295514e-02  -1.76321234e-01]
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   -2.29358768e-01  -1.71981894e-02  -1.69065419e-02   7.60795045e-02
   -1.53649891e-01  -3.84830168e-02]
 [  1.37818906e-01   2.82151839e-02  -1.99086616e-02  -8.68430339e-02
   -1.33281129e-01   6.65808798e-02  -9.39810462e-02   5.48003650e-02
    2.13011886e-02   4.96793340e-02]
 [ -1.41543509e-01   1.68196180e-01   1.18776967e-01   4.44790715e-02
    1.49203399e-01  -1.52729098e-01  -1.50716999e-01  -1.39165420e-01
    2.41819267e-04   1.43181640e-01]
 [  1.80819109e-01   2.37259299e-01   8.20689292e-02   1.30564930e-01
   -7.88295887e-02  -2.52395772e-01  -7.70607221e-02  -9.26324489e-02
   -1.13511627e-01   1.55669825e-01]
 [  2.64608678e-02  -1.61286718e-01   8.94996775e-02   1.91651541e-01
   -2.77523953e-02  -1.74593188e-02  -1.02288589e-01   4.66166999e-02
    1.27494834e-01  -1.69621760e-01]
 [  9.42043843e-02   6.28192580e-02   7.70966748e-02  -3.89890910e-02
   -2.39836269e-01   2.36632881e-01   3.83957752e-02   5.53699924e-02
    1.40624284e-01  -2.98154964e-01]
 [  2.97686047e-01  -9.31513397e-02  -6.62249035e-02  -2.17443027e-01
    2.55393051e-01  -5.52471671e-02  -4.45603006e-02   1.36361608e-01
    1.28552373e-01  -1.97109234e-01]
 [ -1.50823895e-01  -6.23684386e-02  -4.53801609e-02   4.15267384e-02
    2.02510549e-01  -1.37408184e-01  -1.06247531e-01   1.03986498e-01
    3.37718582e-01  -1.72006254e-01]
 [  2.72124269e-01   3.02773122e-02  -1.45173822e-01   1.97749817e-01
    1.22859225e-01  -1.32966635e-01  -8.00572747e-02  -1.15041145e-01
    2.29725436e-02  -4.23726104e-02]
 [ -2.74901947e-01  -1.66378723e-01   2.60590691e-01   5.13670009e-03
   -1.14968297e-01   9.08393068e-02   1.29934418e-01   1.68426608e-01
   -1.40814339e-02  -7.61568313e-02]
 [  1.07783228e-01  -3.15328714e-03   2.53641946e-01  -2.34310915e-01
    2.51557855e-02   8.42903839e-02   9.82989987e-02   1.76190357e-01
    9.23955959e-02  -1.07518654e-01]
 [  1.24143692e-01   7.84427264e-02  -8.68185032e-02  -1.16768219e-01
   -1.62222301e-01   1.94167568e-01   6.12918862e-02  -1.85704833e-01
   -1.09174708e-01  -1.55790242e-03]
 [ -2.00286965e-01   9.62112864e-02  -1.67326658e-01  -9.52456258e-02
   -2.28368649e-01   5.22373652e-02   1.53751479e-01   1.20521622e-01
    2.95566301e-02   1.08780150e-02]
 [  1.97918734e-02   7.56459487e-02   3.90108027e-03   5.18940912e-02
   -3.71467597e-02   1.56539911e-01  -2.96615258e-01  -4.90177548e-02
   -3.62468050e-02  -1.68419083e-01]
 [  2.04260992e-02   6.14911261e-03   2.00061030e-01  -1.48031070e-01
   -5.29311384e-02  -1.93479368e-01   1.40413714e-01  -2.00315108e-01
    1.69669977e-02   1.55182676e-01]
 [  6.17138204e-03   2.27782955e-01   4.03515602e-01   1.89660436e-01
    1.48107583e-01   2.31789614e-02   9.85366676e-02  -6.74237202e-02
    1.49266099e-01  -5.24652439e-02]
 [  4.71379089e-02   4.20748852e-02   1.54023937e-02   9.85278826e-02
   -1.06457714e-01  -1.02356485e-01   1.07020785e-01  -1.63727442e-01
    5.23962249e-02   1.28721415e-01]
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    3.32812306e-03  -3.95362328e-02  -2.77873168e-02   1.05016879e-01
   -2.42285942e-01  -5.18400960e-03]
 [ -9.14262562e-02   5.41068733e-04   1.98915585e-01  -3.46246951e-02
   -8.86104713e-02  -1.21971231e-01  -1.61304378e-01  -1.41544095e-01
   -2.18157905e-01   1.65411958e-02]
 [  9.88556428e-02  -2.84410971e-01   7.53832012e-02   8.29940066e-02
    5.54042385e-02   1.53639382e-01   1.91289235e-01   2.27648466e-02
   -1.09299786e-01   1.84272706e-01]]
final_inputs_run [[-0.78420428]
 [-0.78395625]
 [-0.82229568]
 ..., 
 [-0.29796243]
 [-0.2315213 ]
 [-0.12479557]]
final_outputs_run [[-0.78420428]
 [-0.78395625]
 [-0.82229568]
 ..., 
 [-0.29796243]
 [-0.2315213 ]
 [-0.12479557]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
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Progress: 0.5% ... Training loss: 0.693 ... Validation loss: 1.144[-0.90540441]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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15426         0         1             0    ...          0      0      1   
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15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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    5.55639388e-02   1.53442004e-01   1.91027373e-01   2.30131399e-02
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final_inputs_run [[-0.84762905]
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 ..., 
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final_outputs_run [[-0.84762905]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
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15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
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16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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15438          0  
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...          ...  
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16864          0  
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16866          0  
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16869          0  
16870          0  
16871          0  
16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
self.weights_input_to_hidden [[ -2.53143173e-01  -1.12830246e-01   2.55152355e-02  -7.12225192e-02
    3.07694881e-01  -5.13314994e-02  -7.38715362e-02  -3.09204512e-02
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    5.55639388e-02   1.53442004e-01   1.91027373e-01   2.30131399e-02
   -1.09253810e-01   1.83834028e-01]]
final_inputs_run [[-0.10207669]
 [ 0.07496216]
 [ 0.24219662]
 ..., 
 [ 0.01245527]
 [-0.13683141]
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final_outputs_run [[-0.10207669]
 [ 0.07496216]
 [ 0.24219662]
 ..., 
 [ 0.01245527]
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Progress: 0.5% ... Training loss: 0.693 ... Validation loss: 1.175[-0.49273907]
[-0.42137796]
[ 3.03242026]
[ 0.11411751]
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[ 1.94777393]
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[ 2.22043263]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
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...    ..      ...       ...       ...        ...       ...       ...   
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final_inputs_run [[-0.82165675]
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final_outputs_run [[-0.82165675]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15454         0         1             1    ...          0      0      0   
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15458         0         1             1    ...          0      0      0   
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15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
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15441          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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15435          0  
15436          0  
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[1440 rows x 56 columns]
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   -8.65634482e-03  -5.66019944e-02]
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    6.63946770e-03   2.15077167e-01  -4.73900983e-02  -2.23934592e-01
   -8.72919644e-02   1.66169223e-01]
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   -1.21444027e-01   1.34329837e-01   1.37280100e-01  -1.50601122e-02
    2.45466974e-01   4.74602664e-02]
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   -2.60579114e-02  -4.29699021e-02  -3.23673668e-02   1.20657898e-01
   -9.14150457e-02   1.81175137e-01]
 [  1.33558038e-01   1.61963620e-01  -4.32878927e-02   2.04501163e-01
   -8.05833333e-02  -5.77422530e-02  -7.02431593e-02   1.64312516e-01
    1.10214595e-01   2.79644246e-01]
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   -8.18686657e-02  -1.37879164e-01  -1.67534660e-01   6.48759977e-02
    1.22150094e-01  -2.70996121e-01]
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   -1.78679289e-01   6.12859429e-02]
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   -1.87076582e-01  -9.60212690e-02   1.66554183e-01  -7.65536612e-02
   -1.09557348e-01   4.96494483e-02]
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   -1.59859489e-01  -1.98209586e-01]
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   -8.09469457e-03  -2.39642240e-02]
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   -1.26455307e-02  -1.76179491e-01]
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   -2.28373298e-01  -1.74409109e-02  -1.72008477e-02   7.63430285e-02
   -1.53607289e-01  -3.89754613e-02]
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   -1.32929936e-01   6.64910689e-02  -9.40814017e-02   5.48905615e-02
    2.13116249e-02   4.94856202e-02]
 [ -1.41521966e-01   1.68210609e-01   1.18762531e-01   4.44922436e-02
    1.49152708e-01  -1.52715564e-01  -1.50710956e-01  -1.39174263e-01
    2.38754602e-04   1.43195166e-01]
 [  1.80121779e-01   2.36813583e-01   8.26857745e-02   1.29952138e-01
   -7.80002285e-02  -2.52754455e-01  -7.75026566e-02  -9.22299002e-02
   -1.13437643e-01   1.54941714e-01]
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   -2.79604130e-02  -1.74456795e-02  -1.02269583e-01   4.66093508e-02
    1.27495795e-01  -1.69592736e-01]
 [  9.30923992e-02   6.20108866e-02   7.80034888e-02  -3.99650919e-02
   -2.37435124e-01   2.36054865e-01   3.77007772e-02   5.59776374e-02
    1.40721865e-01  -2.99184981e-01]
 [  2.95487385e-01  -9.46584349e-02  -6.44918434e-02  -2.19237097e-01
    2.59563284e-01  -5.62259774e-02  -4.59158809e-02   1.37557676e-01
    1.28741231e-01  -1.99076951e-01]
 [ -1.52197255e-01  -6.34645829e-02  -4.41496818e-02   4.01547650e-02
    2.05436985e-01  -1.38135654e-01  -1.07199874e-01   1.04812128e-01
    3.37845736e-01  -1.73497044e-01]
 [  2.71496103e-01   2.98522116e-02  -1.44714406e-01   1.97217396e-01
    1.24094086e-01  -1.33256653e-01  -8.04177794e-02  -1.14733666e-01
    2.30216314e-02  -4.29552218e-02]
 [ -2.75053068e-01  -1.66482650e-01   2.60700325e-01   5.00612411e-03
   -1.14615836e-01   9.07684331e-02   1.29853590e-01   1.68501431e-01
   -1.40686190e-02  -7.62999045e-02]
 [  1.08116104e-01  -2.90775999e-03   2.53427094e-01  -2.34041790e-01
    2.43492982e-02   8.44591247e-02   9.85036573e-02   1.76009971e-01
    9.23649175e-02  -1.07195205e-01]
 [  1.24620475e-01   7.87825953e-02  -8.71894232e-02  -1.16363616e-01
   -1.63252013e-01   1.94401491e-01   6.15789211e-02  -1.85952518e-01
   -1.09214502e-01  -1.10780244e-03]
 [ -1.99758375e-01   9.65705115e-02  -1.67720941e-01  -9.47946491e-02
   -2.29548852e-01   5.24877440e-02   1.54047943e-01   1.20255063e-01
    2.95112349e-02   1.13770100e-02]
 [  2.01965094e-02   7.59405355e-02   3.56528075e-03   5.22894103e-02
   -3.81245520e-02   1.56740554e-01  -2.96349847e-01  -4.92650031e-02
   -3.62938522e-02  -1.68011256e-01]
 [  2.02309989e-02   5.91840236e-03   2.00282622e-01  -1.48318439e-01
   -5.27174020e-02  -1.93642422e-01   1.40207577e-01  -2.00151153e-01
    1.69800637e-02   1.54887503e-01]
 [  6.21437944e-03   2.27757453e-01   4.03477517e-01   1.89742811e-01
    1.47286340e-01   2.31763886e-02   9.85202348e-02  -6.74268103e-02
    1.49256117e-01  -5.22974317e-02]
 [  4.65224177e-02   4.16733596e-02   1.58743573e-02   9.79777643e-02
   -1.05292438e-01  -1.02635955e-01   1.06624608e-01  -1.63379287e-01
    5.24543389e-02   1.28139677e-01]
 [ -6.93069588e-02   1.93785809e-01   2.86416229e-01  -1.25634790e-01
    3.41890635e-04  -3.89311147e-02  -2.70593936e-02   1.04371673e-01
   -2.42397965e-01  -4.00948903e-03]
 [ -9.14782908e-02   4.23049440e-04   1.99141028e-01  -3.47027281e-02
   -8.87544425e-02  -1.21989871e-01  -1.61451243e-01  -1.41435521e-01
   -2.18146099e-01   1.64364028e-02]
 [  9.87375014e-02  -2.84467137e-01   7.56307911e-02   8.28134991e-02
    5.45487740e-02   1.53561806e-01   1.91152152e-01   2.29092119e-02
   -1.09267395e-01   1.84025353e-01]]
final_inputs_run [[-0.06528856]
 [ 0.11639013]
 [ 0.28552601]
 ..., 
 [ 0.04828092]
 [-0.10510696]
 [-0.14680431]]
final_outputs_run [[-0.06528856]
 [ 0.11639013]
 [ 0.28552601]
 ..., 
 [ 0.04828092]
 [-0.10510696]
 [-0.14680431]]
Progress: 0.5% ... Training loss: 0.687 ... Validation loss: 1.146[ 1.20927554]
[ 0.181186]
[-0.94500755]
[-0.45910983]
[-0.3424512]
[-0.04951133]
[-0.50464519]
[ 0.2129094]
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[ 2.72079113]
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[ 1.34538592]
[ 0.38422242]
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[-0.15035522]
[ 0.56590941]
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[-1.08799835]
[-0.24936499]
[-0.00948586]
[-1.41009693]
[ 0.47327007]
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[-0.53938784]
[ 0.02191741]
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[ 0.91832282]
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[ 0.9988209]
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[ 0.24455056]
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[ 1.39238551]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
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15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
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    1.49330668e-01  -1.52727638e-01  -1.50732385e-01  -1.39152379e-01
    2.42965082e-04   1.43143440e-01]
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   -2.83911902e-02  -1.73646156e-02  -1.02171015e-01   4.65210604e-02
    1.27479789e-01  -1.69436498e-01]
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   -2.37386260e-01   2.36006476e-01   3.76451980e-02   5.60308363e-02
    1.40731070e-01  -2.99253134e-01]
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    2.60724924e-01  -5.65369530e-02  -4.63309626e-02   1.37922014e-01
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    2.06818408e-01  -1.38539624e-01  -1.07680599e-01   1.05250456e-01
    3.37923834e-01  -1.74267505e-01]
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    1.26033175e-01  -1.33716528e-01  -8.10037776e-02  -1.14190318e-01
    2.31207371e-02  -4.39023157e-02]
 [ -2.75186233e-01  -1.66616708e-01   2.60840624e-01   4.83351156e-03
   -1.14172183e-01   9.06757300e-02   1.29744535e-01   1.68599454e-01
   -1.40493563e-02  -7.64745042e-02]
 [  1.08172338e-01  -2.86738284e-03   2.53375121e-01  -2.33995626e-01
    2.41711941e-02   8.44833932e-02   9.85378197e-02   1.75986951e-01
    9.23597607e-02  -1.07139826e-01]
 [  1.24775095e-01   7.89035661e-02  -8.73314362e-02  -1.16216198e-01
   -1.63654152e-01   1.94487622e-01   6.16818593e-02  -1.86046448e-01
   -1.09230015e-01  -9.32526100e-04]
 [ -1.99359196e-01   9.68592879e-02  -1.68056095e-01  -9.44197565e-02
   -2.30473509e-01   5.26914459e-02   1.54292034e-01   1.20032499e-01
    2.94702779e-02   1.17679985e-02]
 [  2.07118623e-02   7.63104638e-02   3.14415858e-03   5.27439492e-02
   -3.92835677e-02   1.56993905e-01  -2.96044761e-01  -4.95400207e-02
   -3.63420624e-02  -1.67542373e-01]
 [  2.11319293e-02   6.53944985e-03   1.99595979e-01  -1.47566615e-01
   -5.48210378e-02  -1.93218293e-01   1.40719471e-01  -2.00623892e-01
    1.68969350e-02   1.55748501e-01]
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    1.45164250e-01   2.36519193e-02   9.90815418e-02  -6.79388580e-02
    1.49162598e-01  -5.13995388e-02]
 [  4.61534234e-02   4.14037493e-02   1.62320965e-02   9.76194249e-02
   -1.04660646e-01  -1.02815977e-01   1.06376876e-01  -1.63161292e-01
    5.24964923e-02   1.27760094e-01]
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 [ -9.11807221e-02   6.97770623e-04   1.98851058e-01  -3.43254767e-02
   -9.00697998e-02  -1.21823755e-01  -1.61234179e-01  -1.41615077e-01
   -2.18180488e-01   1.68299777e-02]
 [  9.93117791e-02  -2.84059013e-01   7.52815486e-02   8.32580163e-02
    5.30999796e-02   1.53839733e-01   1.91454283e-01   2.26294158e-02
   -1.09316589e-01   1.84515241e-01]]
final_inputs_run [[-0.1374657 ]
 [ 0.04633906]
 [ 0.21920312]
 ..., 
 [-0.02345672]
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final_outputs_run [[-0.1374657 ]
 [ 0.04633906]
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 ..., 
 [-0.02345672]
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Progress: 0.5% ... Training loss: 0.691 ... Validation loss: 1.195[ 0.46450004]
[-0.96707859]
[ 0.61976314]
[ 1.18349749]
[ 0.10543415]
[ 0.00080047]
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[ 0.06961024]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
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24             1          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
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8              1  
9              1  
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...          ...  
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15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -2.57028928e-01  -1.15794589e-01   2.89087196e-02  -7.48050007e-02
    3.12960400e-01  -5.34490420e-02  -7.66316222e-02  -2.86084433e-02
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 [ -3.43800743e-01  -1.82693339e-01   6.99672923e-02  -2.43896019e-01
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   -6.00997960e-02  -1.68682554e-01]
 [  1.09497254e-01   3.13536087e-01  -3.23225616e-01   2.95743548e-01
   -3.81667142e-01   6.50371261e-02  -5.20442285e-02  -6.08788725e-02
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 [ -2.43134904e-01   3.22225122e-02   1.23146861e-01  -6.66988023e-02
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   -1.40821650e-01  -4.44795675e-02]
 [  3.48439223e-01  -5.86857295e-04   7.06510407e-02  -1.60289364e-01
   -3.19480963e-01   2.74613318e-01   3.29251351e-02   6.09402715e-02
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   -3.64563577e-02  -2.69328471e-01   2.50628993e-02  -5.67671134e-02
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 [  1.84124646e-01   6.62879629e-02   1.10950459e-01   5.18539401e-02
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 [ -1.57362700e-01   3.22265282e-03  -9.26885155e-02  -3.85835524e-02
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 [  7.11309337e-02   1.33165397e-01  -1.06891101e-02  -1.49900354e-02
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   -1.39552528e-01  -3.98925073e-02]
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    3.56848038e-02  -4.21795657e-02  -7.30571564e-02  -2.71942157e-01
   -8.34541681e-02  -1.13606097e-01]
 [ -6.98587212e-02   1.43796824e-01  -9.32949918e-02  -2.96545974e-01
   -1.67323480e-01  -3.10187570e-01   4.42008717e-02  -8.18562292e-02
   -8.51929523e-02  -1.75816622e-01]
 [  9.24994274e-02   3.29565990e-02  -8.01328108e-02  -8.26323312e-02
   -1.40624971e-01  -2.16480164e-02   7.24370613e-02   3.30577054e-02
   -3.98311827e-03   1.19204857e-01]
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    1.34458181e-01  -1.84226570e-02]
 [ -1.57338486e-01   1.40939261e-01   2.47644671e-01  -1.97145785e-02
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    1.97277687e-01  -7.07592235e-02]
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   -8.72592377e-02   1.65923464e-01]
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    1.22009201e-01  -2.69377558e-01]
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   -2.99620848e-02  -8.81277572e-02   7.15001814e-02   4.59546892e-03
   -1.78762652e-01   6.25422662e-02]
 [  8.48678498e-02  -1.87592345e-01  -5.99311676e-03  -1.36949189e-01
   -1.88846609e-01  -9.56810673e-02   1.66962818e-01  -7.69287275e-02
   -1.09626655e-01   5.03476293e-02]
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    2.68620415e-01  -4.17171213e-02]
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   -6.28916829e-02  -6.24502577e-02]
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   -2.53916974e-02  -3.34554904e-02  -1.31775028e-01   6.33849191e-02
   -1.59807489e-01  -1.99092007e-01]
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   -4.75026112e-02   7.05728733e-02  -5.15561157e-02  -1.03300753e-01
   -8.08558798e-03  -2.41063517e-02]
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   -1.26782678e-02  -1.75767417e-01]
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   -2.28233593e-01  -1.74672493e-02  -1.72400487e-02   7.63731842e-02
   -1.53603288e-01  -3.90356404e-02]
 [  1.37291666e-01   2.77665668e-02  -1.94208391e-02  -8.73614020e-02
   -1.32423592e-01   6.62640882e-02  -9.43448140e-02   5.50971767e-02
    2.13436724e-02   4.91182449e-02]
 [ -1.41674209e-01   1.68117460e-01   1.18900602e-01   4.43423868e-02
    1.49400678e-01  -1.52799961e-01  -1.50818344e-01  -1.39089901e-01
    2.51678476e-04   1.43018821e-01]
 [  1.80614101e-01   2.37169191e-01   8.24070732e-02   1.30338021e-01
   -7.88985850e-02  -2.52513567e-01  -7.71934104e-02  -9.24867732e-02
   -1.13474654e-01   1.55412572e-01]
 [  2.65551324e-02  -1.61201695e-01   8.95203189e-02   1.91691091e-01
   -2.81345871e-02  -1.74420026e-02  -1.02253495e-01   4.65861704e-02
    1.27487411e-01  -1.69549071e-01]
 [  9.28785234e-02   6.18597982e-02   7.81779193e-02  -4.01079600e-02
   -2.37193270e-01   2.35938264e-01   3.75642582e-02   5.60879889e-02
    1.40738900e-01  -2.99352755e-01]
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    2.61175208e-01  -5.66333542e-02  -4.64399857e-02   1.38011291e-01
    1.28821089e-01  -1.99864744e-01]
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    2.09100279e-01  -1.39218826e-01  -1.08530179e-01   1.05948275e-01
    3.38006193e-01  -1.75557230e-01]
 [  2.70356884e-01   2.90207696e-02  -1.43761406e-01   1.96157473e-01
    1.26403577e-01  -1.33809466e-01  -8.11233794e-02  -1.14094859e-01
    2.31323680e-02  -4.40722698e-02]
 [ -2.75398161e-01  -1.66785619e-01   2.61010607e-01   4.64404317e-03
   -1.13669338e-01   9.05608093e-02   1.29606232e-01   1.68708706e-01
   -1.40362629e-02  -7.67008063e-02]
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    2.40977565e-02   8.44833538e-02   9.85441567e-02   1.75985213e-01
    9.23584426e-02  -1.07131081e-01]
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   -1.63798739e-01   1.94534483e-01   6.17405604e-02  -1.86092189e-01
   -1.09235420e-01  -8.41590167e-04]
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   -2.31099389e-01   5.28454447e-02   1.54473726e-01   1.19886657e-01
    2.94524153e-02   1.20610972e-02]
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   -4.00798157e-02   1.57058771e-01  -2.95974002e-01  -4.96060712e-02
   -3.63497782e-02  -1.67278143e-01]
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   -5.43582997e-02  -1.93345519e-01   1.40571191e-01  -2.00496166e-01
    1.69130534e-02   1.55467186e-01]
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    1.43401144e-01   2.39978226e-02   9.94839558e-02  -6.82552965e-02
    1.49123356e-01  -5.07547129e-02]
 [  4.57403400e-02   4.11473024e-02   1.65271330e-02   9.73257388e-02
   -1.04131109e-01  -1.03032627e-01   1.06139711e-01  -1.62969659e-01
    5.25162676e-02   1.27418892e-01]
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   -8.19665053e-04  -3.88294510e-02  -2.69911344e-02   1.04309860e-01
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 [ -9.17247647e-02   2.96824815e-04   1.99305316e-01  -3.48210640e-02
   -8.90806589e-02  -1.22109525e-01  -1.61590960e-01  -1.41322172e-01
   -2.18143976e-01   1.62745257e-02]
 [  9.95250509e-02  -2.83937281e-01   7.51735214e-02   8.33942634e-02
    5.24744802e-02   1.53916142e-01   1.91529353e-01   2.25655591e-02
   -1.09324523e-01   1.84680128e-01]]
final_inputs_run [[-0.92661385]
 [-0.92617058]
 [-0.96952499]
 ..., 
 [-0.40471539]
 [-0.34082029]
 [-0.22370822]]
final_outputs_run [[-0.92661385]
 [-0.92617058]
 [-0.96952499]
 ..., 
 [-0.40471539]
 [-0.34082029]
 [-0.22370822]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
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    5.24744802e-02   1.53916142e-01   1.91529353e-01   2.25655591e-02
   -1.09324523e-01   1.84680128e-01]]
final_inputs_run [[-0.13978448]
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 ..., 
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final_outputs_run [[-0.13978448]
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 ..., 
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Progress: 0.5% ... Training loss: 0.690 ... Validation loss: 1.196[-0.03910333]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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2             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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6              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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 [ -1.56770867e-01   1.41343774e-01   2.47242325e-01  -1.92408462e-02
    1.15198570e-01   3.39216266e-02   1.03099505e-01  -1.31118997e-01
    1.97244249e-01  -7.01906013e-02]
 [  2.01320095e-01  -6.72406336e-02  -1.69557274e-02  -2.18105455e-01
    3.57830575e-02   1.54349125e-01  -4.08288928e-02  -2.59677213e-02
    1.06273486e-01   7.27186481e-02]
 [  5.63501604e-02   4.88397022e-02  -2.79395530e-01  -2.10464119e-01
    3.15826361e-01  -9.06796064e-02   1.22990933e-01   4.59624751e-02
   -8.76127994e-03  -5.52865740e-02]
 [ -1.44162222e-01   1.08692344e-01  -2.40399786e-01   7.42210314e-02
    1.83984680e-01  -5.71144459e-02   6.81317682e-02  -1.03485626e-01
    2.09906291e-01   2.05121802e-01]
 [  1.18740137e-01   1.98971402e-01   2.40677395e-02  -4.86291432e-02
    6.65637320e-03   2.15087714e-01  -4.73675501e-02  -2.23917388e-01
   -8.72759974e-02   1.66197361e-01]
 [ -1.00833882e-02  -2.89219957e-02  -8.88888797e-03  -1.45338891e-01
    1.93129095e-01   2.79285716e-02   3.33710508e-02  -1.30103354e-01
    1.15137580e-01   7.22769151e-02]
 [  7.51325349e-02  -2.40890516e-02  -1.63513206e-01  -2.46906758e-01
   -1.25584074e-01   1.35248481e-01   1.38341576e-01  -1.59769350e-02
    2.45338370e-01   4.92523712e-02]
 [ -5.24196181e-02  -9.34477072e-02  -1.38873875e-01   1.40283304e-01
   -2.78887862e-02  -4.25783407e-02  -3.19120696e-02   1.20267570e-01
   -9.14776102e-02   1.81930335e-01]
 [  1.35856528e-01   1.63580974e-01  -4.50163851e-02   2.06514820e-01
   -8.59385255e-02  -5.65986137e-02  -6.88906311e-02   1.63177994e-01
    1.10045575e-01   2.81828732e-01]
 [ -2.40295433e-01   2.01904325e-02  -1.44369839e-01   7.42276471e-02
   -8.82986188e-02  -1.36552667e-01  -1.65919834e-01   6.35089206e-02
    1.21948445e-01  -2.68394823e-01]
 [  4.83526717e-02  -7.16606668e-02  -5.25044260e-02  -1.26286902e-01
   -3.14792605e-02  -8.78030638e-02   7.18707465e-02   4.28945967e-03
   -1.78801792e-01   6.31649704e-02]
 [  8.53080850e-02  -1.87286895e-01  -6.30388404e-03  -1.36583807e-01
   -1.89706640e-01  -9.54746542e-02   1.67216952e-01  -7.71340136e-02
   -1.09653022e-01   5.07570917e-02]
 [ -4.98293061e-02   8.01302472e-02  -8.40247700e-02   2.24703615e-02
    6.05034541e-02   6.26727260e-02   3.33800059e-02   1.61753385e-01
    2.68588800e-01  -4.11897606e-02]
 [ -1.23069760e-01  -1.79390902e-01  -4.22777043e-02  -1.86636051e-01
    2.71021270e-01   1.50503916e-03   1.63839202e-01  -3.83308520e-03
   -6.28817657e-02  -6.26021278e-02]
 [ -2.17599898e-01  -2.29940307e-01  -1.27866194e-01   4.48934596e-02
   -2.36527982e-02  -3.38593997e-02  -1.32235975e-01   6.37442728e-02
   -1.59759016e-01  -1.99883168e-01]
 [  2.12590170e-01   2.47590253e-01  -9.10943556e-03  -1.65968849e-02
   -4.69944387e-02   7.04604268e-02  -5.16902988e-02  -1.03190238e-01
   -8.07145364e-03  -2.43322755e-02]
 [  3.68034061e-02   1.26752561e-02  -2.12207900e-01   9.80784658e-02
    1.59039069e-01  -6.30340316e-02   1.69143746e-01   2.48443679e-02
   -1.26996774e-02  -1.75420689e-01]
 [  2.33735816e-02   1.68909502e-01   1.50423965e-01  -3.94575569e-02
   -2.28486055e-01  -1.73821917e-02  -1.71414842e-02   7.62978744e-02
   -1.53613852e-01  -3.88929216e-02]
 [  1.37277484e-01   2.77598169e-02  -1.94056358e-02  -8.73791663e-02
   -1.32369106e-01   6.62616831e-02  -9.43501212e-02   5.51027911e-02
    2.13441843e-02   4.91064225e-02]
 [ -1.41590505e-01   1.68191042e-01   1.18851422e-01   4.44017848e-02
    1.49209014e-01  -1.52764788e-01  -1.50774817e-01  -1.39123024e-01
    2.47629677e-04   1.43085499e-01]
 [  1.80402069e-01   2.37035305e-01   8.25646475e-02   1.30158793e-01
   -7.83514948e-02  -2.52610734e-01  -7.73050083e-02  -9.23931766e-02
   -1.13462620e-01   1.55225682e-01]
 [  2.63450473e-02  -1.61361699e-01   8.96966026e-02   1.91476411e-01
   -2.76541229e-02  -1.75602758e-02  -1.02425528e-01   4.67199734e-02
    1.27505326e-01  -1.69772269e-01]
 [  9.27382709e-02   6.17404079e-02   7.82851241e-02  -4.02351702e-02
   -2.36983501e-01   2.35849336e-01   3.74603173e-02   5.61688089e-02
    1.40749396e-01  -2.99460100e-01]
 [  2.94625789e-01  -9.52537804e-02  -6.38267595e-02  -2.19924967e-01
    2.61175208e-01  -5.66333542e-02  -4.64399857e-02   1.38011291e-01
    1.28821089e-01  -1.99864744e-01]
 [ -1.54763670e-01  -6.54884299e-02  -4.19770041e-02   3.77125948e-02
    2.10078504e-01  -1.39556149e-01  -1.08970929e-01   1.06287513e-01
    3.38051103e-01  -1.76146749e-01]
 [  2.70142926e-01   2.88775657e-02  -1.43632119e-01   1.95983453e-01
    1.26840213e-01  -1.33911288e-01  -8.12420041e-02  -1.13998074e-01
    2.31449231e-02  -4.42643123e-02]
 [ -2.75694006e-01  -1.66996299e-01   2.61230531e-01   4.39356778e-03
   -1.13047619e-01   9.04086399e-02   1.29434177e-01   1.68851402e-01
   -1.40178489e-02  -7.69906080e-02]
 [  1.08254101e-01  -2.80887014e-03   2.53312166e-01  -2.33934264e-01
    2.39491682e-02   8.45240421e-02   9.85896145e-02   1.75948636e-01
    9.23536144e-02  -1.07054290e-01]
 [  1.24928495e-01   7.90016491e-02  -8.74455296e-02  -1.16095816e-01
   -1.63910185e-01   1.94559524e-01   6.17756923e-02  -1.86119883e-01
   -1.09239237e-01  -7.93276234e-04]
 [ -1.98867211e-01   9.72125018e-02  -1.68407626e-01  -9.39921502e-02
   -2.31540271e-01   5.29394803e-02   1.54583938e-01   1.19796853e-01
    2.94407103e-02   1.22446624e-02]
 [  2.13886451e-02   7.67024806e-02   2.73479403e-03   5.32592160e-02
   -4.09362045e-02   1.57238612e-01  -2.95756289e-01  -4.97800362e-02
   -3.63721000e-02  -1.66891901e-01]
 [  2.10136249e-02   6.41806419e-03   1.99699402e-01  -1.47684487e-01
   -5.46105042e-02  -1.93302843e-01   1.40636773e-01  -2.00545217e-01
    1.69075872e-02   1.55564383e-01]
 [  7.86993856e-03   2.28903748e-01   4.02235304e-01   1.91239767e-01
    1.42998769e-01   2.39983865e-02   9.95211419e-02  -6.82844604e-02
    1.49120795e-01  -5.06956527e-02]
 [  4.65727773e-02   4.16863484e-02   1.60158577e-02   9.79374514e-02
   -1.06196854e-01  -1.02672416e-01   1.06524182e-01  -1.63306729e-01
    5.24763887e-02   1.28128574e-01]
 [ -6.84556782e-02   1.94233381e-01   2.86082400e-01  -1.25115401e-01
   -1.76897977e-03  -3.85874735e-02  -2.67068241e-02   1.04079486e-01
   -2.42418513e-01  -3.32530228e-03]
 [ -9.12325585e-02   6.77170544e-04   1.98935319e-01  -3.43689122e-02
   -9.02488966e-02  -1.21844066e-01  -1.61317133e-01  -1.41546766e-01
   -2.18171892e-01   1.67834422e-02]
 [  9.96859534e-02  -2.83826936e-01   7.51052570e-02   8.34691202e-02
    5.20131306e-02   1.53957709e-01   1.91543439e-01   2.25434810e-02
   -1.09325930e-01   1.84761430e-01]]
final_inputs_run [[-0.99774219]
 [-0.99681951]
 [-1.04279091]
 ..., 
 [-0.4649565 ]
 [-0.40374086]
 [-0.28513018]]
final_outputs_run [[-0.99774219]
 [-0.99681951]
 [-1.04279091]
 ..., 
 [-0.4649565 ]
 [-0.40374086]
 [-0.28513018]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
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Progress: 0.5% ... Training loss: 0.701 ... Validation loss: 1.244[ 1.14261779]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
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final_inputs_run [[-0.98038709]
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 ..., 
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final_outputs_run [[-0.98038709]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
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15441          0          0          0          1          0          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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[1440 rows x 56 columns]
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   -9.14964686e-02   1.82459298e-01]
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   -8.90022413e-02  -1.36376107e-01  -1.65731638e-01   6.33617209e-02
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    2.48144638e-04   1.43076945e-01]
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   -1.13457601e-01   1.55083124e-01]
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   -2.73266102e-02  -1.76400993e-02  -1.02500636e-01   4.67781341e-02
    1.27509982e-01  -1.69895883e-01]
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   -2.35754541e-01   2.35499343e-01   3.70410917e-02   5.64709391e-02
    1.40773692e-01  -3.00030447e-01]
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    2.62679983e-01  -5.72070411e-02  -4.71996033e-02   1.38559805e-01
    1.28864872e-01  -2.00903248e-01]
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    2.10843729e-01  -1.39741221e-01  -1.09201654e-01   1.06456289e-01
    3.38064147e-01  -1.76530152e-01]
 [  2.70142926e-01   2.88775657e-02  -1.43632119e-01   1.95983453e-01
    1.26840213e-01  -1.33911288e-01  -8.12420041e-02  -1.13998074e-01
    2.31449231e-02  -4.42643123e-02]
 [ -2.75725145e-01  -1.67018225e-01   2.61259398e-01   4.36029128e-03
   -1.12989101e-01   9.03863059e-02   1.29414256e-01   1.68866568e-01
   -1.40164445e-02  -7.70331585e-02]
 [  1.08316451e-01  -2.76596650e-03   2.53274587e-01  -2.33883654e-01
    2.38094360e-02   8.45560167e-02   9.86265256e-02   1.75921795e-01
    9.23514903e-02  -1.06994514e-01]
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   -1.63752499e-01   1.94523918e-01   6.17327412e-02  -1.86087754e-01
   -1.09236681e-01  -8.59248413e-04]
 [ -1.98749222e-01   9.72905122e-02  -1.68487076e-01  -9.38914484e-02
   -2.31771697e-01   5.29958604e-02   1.54650883e-01   1.19747560e-01
    2.94368216e-02   1.23565145e-02]
 [  2.14162259e-02   7.66304543e-02   2.82242265e-03   5.32215729e-02
   -4.11548464e-02   1.57148630e-01  -2.95869245e-01  -4.97183187e-02
   -3.63660518e-02  -1.66896882e-01]
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   -5.42075207e-02  -1.93452679e-01   1.40386698e-01  -2.00388241e-01
    1.69222679e-02   1.55215483e-01]
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    1.42571296e-01   2.41533964e-02   9.96793389e-02  -6.84041333e-02
    1.49112093e-01  -5.04275392e-02]
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   -1.06039139e-01  -1.02920449e-01   1.06207640e-01  -1.63080214e-01
    5.24946514e-02   1.27780512e-01]
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   -2.24294098e-03  -3.84764778e-02  -2.65830541e-02   1.03984680e-01
   -2.42425744e-01  -3.10064602e-03]
 [ -9.16825157e-02   3.26614258e-04   1.99241184e-01  -3.47295361e-02
   -8.92369451e-02  -1.22076818e-01  -1.61630264e-01  -1.41319284e-01
   -2.18153792e-01   1.63665709e-02]
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    5.25399899e-02   1.53826542e-01   1.91377754e-01   2.26710458e-02
   -1.09315454e-01   1.84474327e-01]]
final_inputs_run [[-0.17205655]
 [ 0.01742259]
 [ 0.19641123]
 ..., 
 [-0.05750305]
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final_outputs_run [[-0.17205655]
 [ 0.01742259]
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 ..., 
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Progress: 0.5% ... Training loss: 0.692 ... Validation loss: 1.218[ 2.45926602]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
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15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
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16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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 [  4.95005884e-02  -7.08475220e-02  -5.32742545e-02  -1.25318405e-01
   -3.37651361e-02  -8.72468791e-02   7.25251856e-02   3.79882757e-03
   -1.78843737e-01   6.42529489e-02]
 [  8.64729529e-02  -1.86448371e-01  -7.10130621e-03  -1.35573223e-01
   -1.92231069e-01  -9.49015855e-02   1.67879620e-01  -7.76358487e-02
   -1.09695196e-01   5.18706913e-02]
 [ -4.95720842e-02   8.03236077e-02  -8.42054009e-02   2.27049777e-02
    5.99419672e-02   6.28013142e-02   3.35260864e-02   1.61643002e-01
    2.68579100e-01  -4.09535891e-02]
 [ -1.23298294e-01  -1.79562098e-01  -4.21026839e-02  -1.86836190e-01
    2.71529876e-01   1.39020565e-03   1.63706948e-01  -3.72686228e-03
   -6.28708448e-02  -6.28270222e-02]
 [ -2.21675380e-01  -2.32987994e-01  -1.24951952e-01   4.12428434e-02
   -1.45826987e-02  -3.59359113e-02  -1.34719630e-01   6.56233841e-02
   -1.59587440e-01  -2.03970051e-01]
 [  2.12283745e-01   2.47375953e-01  -8.89475174e-03  -1.68691614e-02
   -4.63534600e-02   7.03094953e-02  -5.18682979e-02  -1.03053162e-01
   -8.05923980e-03  -2.46142118e-02]
 [  3.68845467e-02   1.27408245e-02  -2.12272635e-01   9.81566669e-02
    1.58820476e-01  -6.29899357e-02   1.69206412e-01   2.48028734e-02
   -1.27048278e-02  -1.75349195e-01]
 [  2.25823601e-02   1.68301280e-01   1.51001073e-01  -4.01165365e-02
   -2.26875522e-01  -1.78057459e-02  -1.76331545e-02   7.66601863e-02
   -1.53580747e-01  -3.96456676e-02]
 [  1.36996579e-01   2.75087073e-02  -1.91442908e-02  -8.77060695e-02
   -1.31730057e-01   6.60666371e-02  -9.45801918e-02   5.52697303e-02
    2.13578854e-02   4.88053936e-02]
 [ -1.41622435e-01   1.68169511e-01   1.18882215e-01   4.43829908e-02
    1.49241685e-01  -1.52773235e-01  -1.50794329e-01  -1.39105977e-01
    2.48862358e-04   1.43058787e-01]
 [  1.80056214e-01   2.36787106e-01   8.28478015e-02   1.29850805e-01
   -7.75244643e-02  -2.52774326e-01  -7.75187532e-02  -9.22219058e-02
   -1.13449681e-01   1.54865444e-01]
 [  2.63382325e-02  -1.61378025e-01   8.97275672e-02   1.91472986e-01
   -2.76520162e-02  -1.75806984e-02  -1.02433988e-01   4.67258862e-02
    1.27504727e-01  -1.69779603e-01]
 [  9.22303768e-02   6.13259665e-02   7.86604313e-02  -4.06954801e-02
   -2.35971220e-01   2.35546067e-01   3.70930112e-02   5.64319409e-02
    1.40769600e-01  -2.99948181e-01]
 [  2.92166287e-01  -9.71266267e-02  -6.21252963e-02  -2.21833618e-01
    2.64517469e-01  -5.79108909e-02  -4.80796373e-02   1.39217318e-01
    1.28933519e-01  -2.02159303e-01]
 [ -1.55921525e-01  -6.63511132e-02  -4.11272926e-02   3.67042421e-02
    2.12095625e-01  -1.40125396e-01  -1.09681876e-01   1.06833288e-01
    3.38098250e-01  -1.77265772e-01]
 [  2.69173306e-01   2.81610361e-02  -1.42918000e-01   1.95129752e-01
    1.28566283e-01  -1.34378764e-01  -8.18283762e-02  -1.13548119e-01
    2.31901544e-02  -4.52029353e-02]
 [ -2.75849143e-01  -1.67098932e-01   2.61343624e-01   4.25798096e-03
   -1.12738628e-01   9.03254562e-02   1.29344611e-01   1.68918844e-01
   -1.40111596e-02  -7.71463696e-02]
 [  1.08354256e-01  -2.73921580e-03   2.53244124e-01  -2.33851863e-01
    2.37341945e-02   8.45757077e-02   9.86480582e-02   1.75906019e-01
    9.23498200e-02  -1.06960333e-01]
 [  1.24864410e-01   7.89607021e-02  -8.73985087e-02  -1.16156733e-01
   -1.63729448e-01   1.94528901e-01   6.17363564e-02  -1.86092392e-01
   -1.09237018e-01  -8.51814005e-04]
 [ -1.98329309e-01   9.76139333e-02  -1.68806663e-01  -9.35025361e-02
   -2.32756089e-01   5.32171823e-02   1.54904365e-01   1.19545987e-01
    2.94167867e-02   1.27873066e-02]
 [  2.13773909e-02   7.65797484e-02   2.89142880e-03   5.31698870e-02
   -4.11829404e-02   1.57101367e-01  -2.95933492e-01  -4.96815222e-02
   -3.63616921e-02  -1.66951427e-01]
 [  2.01959769e-02   5.68177966e-03   2.00438210e-01  -1.48494082e-01
   -5.37451691e-02  -1.93751297e-01   1.39981444e-01  -2.00068530e-01
    1.69505894e-02   1.54633116e-01]
 [  8.54045642e-03   2.29356529e-01   4.01846369e-01   1.91824889e-01
    1.41724626e-01   2.43095084e-02   9.98681466e-02  -6.85569054e-02
    1.49097301e-01  -5.00884709e-02]
 [  4.54048774e-02   4.08633948e-02   1.67430664e-02   9.70226600e-02
   -1.04740923e-01  -1.03223525e-01   1.05823531e-01  -1.62781211e-01
    5.25246022e-02   1.27106850e-01]
 [ -7.01433871e-02   1.93013464e-01   2.87301742e-01  -1.26490403e-01
    1.42983852e-03  -3.94604933e-02  -2.77719891e-02   1.04883585e-01
   -2.42333745e-01  -4.94843573e-03]
 [ -9.19364134e-02   1.72932870e-04   1.99392438e-01  -3.49256732e-02
   -8.86056208e-02  -1.22195820e-01  -1.61755124e-01  -1.41219449e-01
   -2.18144472e-01   1.61028899e-02]
 [  9.91926999e-02  -2.84281102e-01   7.55079769e-02   8.29675424e-02
    5.29646939e-02   1.53693905e-01   1.91171481e-01   2.28313634e-02
   -1.09301733e-01   1.84194601e-01]]
final_inputs_run [[-0.08092333]
 [ 0.10884538]
 [ 0.28693199]
 ..., 
 [ 0.03231587]
 [-0.13457155]
 [-0.18523383]]
final_outputs_run [[-0.08092333]
 [ 0.10884538]
 [ 0.28693199]
 ..., 
 [ 0.03231587]
 [-0.13457155]
 [-0.18523383]]
Progress: 0.5% ... Training loss: 0.676 ... Validation loss: 1.147[-0.46512785]
[-0.00429131]
[ 0.03875488]
[ 0.73342363]
[-0.28204769]
[-0.56442565]
[-0.54704784]
[-0.27765573]
[-0.54449165]
[-0.79055781]
[-0.3006191]
[-0.74766492]
[ 0.67382452]
[ 1.09162297]
[-0.39814468]
[ 0.51032679]
[ 0.48303257]
[ 0.13304235]
[ 1.32893871]
[-0.17592286]
[ 0.60559149]
[-0.27269254]
[-0.37255926]
[ 0.09578437]
[-0.67402145]
[ 0.2422913]
[-0.77443147]
[ 0.67427119]
[-1.14674724]
[-0.14700881]
[-1.28063243]
[-0.28561166]
[-0.779915]
[-0.56415639]
[-0.51287794]
[ 0.64607399]
[-0.72169662]
[-0.14986339]
[-0.1818858]
[-0.67154395]
[-0.18358534]
[ 2.11822304]
[-0.2702138]
[-0.50543316]
[ 0.12708115]
[-0.22486503]
[-0.3721337]
[-0.71926588]
[-0.35253744]
[ 1.24767578]
[ 0.16800104]
[-0.2382963]
[-0.15555777]
[-0.56655978]
[ 1.07376846]
[-1.15210153]
[-0.8885456]
[ 0.24734225]
[ 0.98108374]
[ 2.14719891]
[-0.26430736]
[ 0.15934288]
[-1.15196055]
[ 0.5826721]
[-0.4425472]
[-0.21190784]
[-0.18619835]
[-0.03182834]
[-0.32571993]
[ 1.31982893]
[ 0.86816039]
[-0.56495214]
[-0.29613817]
[ 1.25466804]
[-1.17519273]
[-0.14969507]
[-0.42001723]
[-0.46494873]
[-0.39362532]
[ 1.53823827]
[-0.97415083]
[-1.41903927]
[-0.29130745]
[ 2.59500239]
[ 1.83287672]
[ 2.58614993]
[-0.47710715]
[-0.51736633]
[-0.09248064]
[-0.76210638]
[-0.26985162]
[ 0.06902244]
[-0.85450321]
[ 1.12260033]
[ 0.420911]
[ 1.46021198]
[-0.46434949]
[-1.19475256]
[-1.02598404]
[-0.06806619]
[ 0.06943172]
[ 0.16395756]
[ 0.04437734]
[-0.12263969]
[-0.48320499]
[ 0.07940769]
[-1.10897177]
[ 1.7783377]
[ 1.00793244]
[ 1.20937474]
[ 1.33002518]
[-0.64586411]
[-0.90801846]
[ 1.18515127]
[-0.01459033]
[ 1.99013659]
[ 0.27822079]
[-0.43895028]
[ 0.29559203]
[-0.5007302]
[-1.31337991]
[-0.31842646]
[-0.16154666]
[-0.02198569]
[-0.67247304]
[-0.64746238]
[ 1.16464338]
[-0.15451024]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
15426          0          0          1          0          0          0   
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
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15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
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16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
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    2.30723428e-02   8.47205503e-02   9.88146498e-02   1.75755517e-01
    9.23234608e-02  -1.06674595e-01]
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   -1.63919277e-01   1.94575162e-01   6.17890821e-02  -1.86141244e-01
   -1.09245225e-01  -7.66449449e-04]
 [ -1.97961636e-01   9.78960705e-02  -1.69101471e-01  -9.31824045e-02
   -2.33542746e-01   5.34061720e-02   1.55117672e-01   1.19344378e-01
    2.93825231e-02   1.31567844e-02]
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   -4.15492832e-02   1.57169681e-01  -2.95857375e-01  -4.97497649e-02
   -3.63727949e-02  -1.66828727e-01]
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   -5.42970746e-02  -1.93636058e-01   1.40105582e-01  -2.00190614e-01
    1.69312215e-02   1.54860617e-01]
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    1.41532229e-01   2.43045184e-02   9.98773253e-02  -6.85719937e-02
    1.49099053e-01  -5.00311992e-02]
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    5.26255074e-02   1.26127559e-01]
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    5.44398283e-02   1.53236017e-01   1.90616814e-01   2.33350471e-02
   -1.09211240e-01   1.83374793e-01]]
final_inputs_run [[-0.08100647]
 [ 0.1114271 ]
 [ 0.29159827]
 ..., 
 [ 0.03152081]
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final_outputs_run [[-0.08100647]
 [ 0.1114271 ]
 [ 0.29159827]
 ..., 
 [ 0.03152081]
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Progress: 0.5% ... Training loss: 0.673 ... Validation loss: 1.145[ 0.14258081]
[-0.16649238]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
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19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
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27            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
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15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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1              1  
2              1  
3              1  
4              1  
5              1  
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...          ...  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -2.63482801e-01  -1.20630317e-01   3.41679509e-02  -8.05465471e-02
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   -1.82465918e-01   1.45931772e-01]
 [  2.54210583e-01  -2.15291345e-01  -8.69408936e-02   7.78941694e-02
    1.56649098e-01   4.19005913e-02  -5.65894523e-02  -6.10866371e-02
    2.54151115e-01   2.43884164e-02]
 [ -9.55106850e-02   1.47607756e-01  -4.85416240e-02   2.30121566e-02
    1.29774512e-01  -9.79592908e-02   1.84738776e-04  -2.71478682e-02
    4.61848055e-02   1.32271947e-01]
 [  7.30212791e-02   1.34536714e-01  -1.20702093e-02  -1.33551270e-02
    9.42778640e-02  -4.44724511e-02  -2.56951232e-01   2.55012070e-01
   -1.39679624e-01  -3.80586649e-02]
 [ -1.46881473e-02   3.05795737e-01  -1.31164180e-01   5.21003358e-02
    3.60525144e-02  -4.22353143e-02  -7.31435781e-02  -2.71858182e-01
   -8.34278716e-02  -1.13707529e-01]
 [ -6.95377589e-02   1.44012855e-01  -9.36347065e-02  -2.96299502e-01
   -1.68691028e-01  -3.10098984e-01   4.42895856e-02  -8.20316802e-02
   -8.52588966e-02  -1.75480848e-01]
 [  8.95718682e-02   3.07519425e-02  -7.78839453e-02  -8.52268619e-02
   -1.34006258e-01  -2.31596235e-02   7.06315665e-02   3.45517051e-02
   -3.79660442e-03   1.16178041e-01]
 [ -1.96280488e-01  -1.96900425e-02   2.43576633e-02   9.42926781e-02
   -1.46223883e-01   8.49782544e-02   5.27798006e-02   2.11965058e-01
    1.34704688e-01  -2.14133591e-02]
 [ -1.56623600e-01   1.41445634e-01   2.47060234e-01  -1.88698767e-02
    1.12483841e-01   3.39468253e-02   1.02958308e-01  -1.31045204e-01
    1.97259213e-01  -6.98117820e-02]
 [  2.01656725e-01  -6.70244619e-02  -1.72217082e-02  -2.17782370e-01
    3.39084342e-02   1.54478057e-01  -4.07358629e-02  -2.60939239e-02
    1.06249803e-01   7.30750308e-02]
 [  5.61810897e-02   4.86831584e-02  -2.79184040e-01  -2.10502745e-01
    3.15246587e-01  -9.07590953e-02   1.22870046e-01   4.60354980e-02
   -8.75243349e-03  -5.54139600e-02]
 [ -1.44303421e-01   1.08562829e-01  -2.40244187e-01   7.40810352e-02
    1.84009127e-01  -5.71974504e-02   6.80221310e-02  -1.03415320e-01
    2.09907505e-01   2.04879933e-01]
 [  1.19028141e-01   1.99149659e-01   2.38278989e-02  -4.84111803e-02
    5.91021907e-03   2.15220175e-01  -4.72199713e-02  -2.24072533e-01
   -8.73100967e-02   1.66451081e-01]
 [ -9.98218781e-03  -2.88844060e-02  -8.94910287e-03  -1.45273297e-01
    1.92808183e-01   2.79578556e-02   3.33885073e-02  -1.30141491e-01
    1.15130136e-01   7.23647683e-02]
 [  7.73064436e-02  -2.25376444e-02  -1.65112275e-01  -2.45096536e-01
   -1.30376516e-01   1.36323018e-01   1.39519814e-01  -1.70080229e-02
    2.45201219e-01   5.13259696e-02]
 [ -5.09516758e-02  -9.23847733e-02  -1.39960486e-01   1.41563896e-01
   -3.12044529e-02  -4.18548162e-02  -3.10712159e-02   1.19566176e-01
   -9.15691318e-02   1.83307204e-01]
 [  1.38154664e-01   1.65168013e-01  -4.66793891e-02   2.08425171e-01
   -9.10703732e-02  -5.55144845e-02  -6.76156238e-02   1.62100742e-01
    1.09900111e-01   2.83926912e-01]
 [ -2.37102050e-01   2.25728680e-02  -1.46873321e-01   7.71147199e-02
   -9.57083169e-02  -1.34915377e-01  -1.64057651e-01   6.18934123e-02
    1.21709107e-01  -2.65223353e-01]
 [  5.04982774e-02  -7.01249634e-02  -5.40678373e-02  -1.24480331e-01
   -3.60566338e-02  -8.67632917e-02   7.30819430e-02   3.28388020e-03
   -1.78933813e-01   6.52124285e-02]
 [  8.80198841e-02  -1.85312781e-01  -8.30542841e-03  -1.34247841e-01
   -1.96010680e-01  -9.41659279e-02   1.68746442e-01  -7.84478468e-02
   -1.09835959e-01   5.33867229e-02]
 [ -4.92401790e-02   8.05622985e-02  -8.44632265e-02   2.29966054e-02
    5.92004350e-02   6.29674186e-02   3.37094713e-02   1.61471189e-01
    2.68550588e-01  -4.06324581e-02]
 [ -1.24230949e-01  -1.80269733e-01  -4.13234387e-02  -1.87658132e-01
    2.73538337e-01   9.12230122e-04   1.63165106e-01  -3.23351655e-03
   -6.27829234e-02  -6.37748555e-02]
 [ -2.22600366e-01  -2.33640302e-01  -1.24230685e-01   4.04783117e-02
   -1.26896940e-02  -3.63876246e-02  -1.35215574e-01   6.60813704e-02
   -1.59507633e-01  -2.04853280e-01]
 [  2.11819975e-01   2.47096487e-01  -8.53841753e-03  -1.72538044e-02
   -4.52466333e-02   7.00939668e-02  -5.21177202e-02  -1.02828632e-01
   -8.01871080e-03  -2.50522573e-02]
 [  3.72389732e-02   1.30090129e-02  -2.12566567e-01   9.84728647e-02
    1.58085147e-01  -6.28118530e-02   1.69409883e-01   2.46173765e-02
   -1.27381208e-02  -1.75010658e-01]
 [  2.23521344e-02   1.68247456e-01   1.51166999e-01  -4.02693111e-02
   -2.26549890e-01  -1.79028574e-02  -1.77115505e-02   7.67504358e-02
   -1.53564574e-01  -3.98357363e-02]
 [  1.36577917e-01   2.71843869e-02  -1.87858376e-02  -8.80865956e-02
   -1.30830576e-01   6.58461963e-02  -9.48310219e-02   5.55005328e-02
    2.13991992e-02   4.83898152e-02]
 [ -1.41816393e-01   1.68042055e-01   1.19065584e-01   4.41711448e-02
    1.49482999e-01  -1.52890025e-01  -1.50933598e-01  -1.38971381e-01
    2.72615629e-04   1.42809757e-01]
 [  1.79970560e-01   2.36745679e-01   8.29275152e-02   1.29767020e-01
   -7.75643788e-02  -2.52832326e-01  -7.75909187e-02  -9.21603690e-02
   -1.13437013e-01   1.54771476e-01]
 [  2.62219898e-02  -1.61458512e-01   8.98146463e-02   1.91376310e-01
   -2.73900397e-02  -1.76356385e-02  -1.02495584e-01   4.67834892e-02
    1.27515076e-01  -1.69878698e-01]
 [  9.15247416e-02   6.08451696e-02   7.91798734e-02  -4.12792351e-02
   -2.34474369e-01   2.35166851e-01   3.66848668e-02   5.68162372e-02
    1.40836756e-01  -3.00547039e-01]
 [  2.89663236e-01  -9.88742590e-02  -6.01505581e-02  -2.23765601e-01
    2.68083394e-01  -5.91347289e-02  -4.95723192e-02   1.40556173e-01
    1.29174343e-01  -2.04390092e-01]
 [ -1.57231400e-01  -6.74139593e-02  -4.00155794e-02   3.54692229e-02
    2.14719547e-01  -1.40844252e-01  -1.10563557e-01   1.07617052e-01
    3.38236699e-01  -1.78653240e-01]
 [  2.68114227e-01   2.73990696e-02  -1.42076476e-01   1.94208291e-01
    1.30723409e-01  -1.34880556e-01  -8.24266762e-02  -1.12998479e-01
    2.32882862e-02  -4.62314871e-02]
 [ -2.76351188e-01  -1.67555562e-01   2.61891080e-01   3.64009773e-03
   -1.11206541e-01   8.99910693e-02   1.28956838e-01   1.69286245e-01
   -1.39435020e-02  -7.78265013e-02]
 [  1.08648073e-01  -2.51089135e-03   2.53001450e-01  -2.33583190e-01
    2.30440538e-02   8.47286659e-02   9.88247377e-02   1.75746752e-01
    9.23218574e-02  -1.06659770e-01]
 [  1.25101088e-01   7.91331782e-02  -8.75860784e-02  -1.15966567e-01
   -1.64276118e-01   1.94644782e-01   6.18733165e-02  -1.86219922e-01
   -1.09258443e-01  -6.18792845e-04]
 [ -1.97522127e-01   9.82480519e-02  -1.69470264e-01  -9.27784106e-02
   -2.34605827e-01   5.36478788e-02   1.55385810e-01   1.19099839e-01
    2.93374084e-02   1.36195234e-02]
 [  2.16898486e-02   7.68530641e-02   2.65535122e-03   5.34549648e-02
   -4.17995488e-02   1.57254512e-01  -2.95742708e-01  -4.98480506e-02
   -3.63891700e-02  -1.66667378e-01]
 [  2.03489943e-02   5.80126941e-03   2.00328786e-01  -1.48384478e-01
   -5.44262915e-02  -1.93693790e-01   1.40054188e-01  -2.00142098e-01
    1.69412547e-02   1.54730689e-01]
 [  8.48987793e-03   2.29290810e-01   4.01849576e-01   1.91807751e-01
    1.41628960e-01   2.42454191e-02   9.98092163e-02  -6.85149132e-02
    1.49110807e-01  -5.01219336e-02]
 [  4.35948421e-02   3.95367697e-02   1.83179058e-02   9.54792061e-02
   -1.02571819e-01  -1.04156025e-01   1.04646309e-01  -1.61727988e-01
    5.27146521e-02   1.25382391e-01]
 [ -6.83120386e-02   1.94403059e-01   2.85831735e-01  -1.24912498e-01
   -3.15176994e-03  -3.85323849e-02  -2.66818870e-02   1.03900635e-01
   -2.42505940e-01  -3.13411281e-03]
 [ -9.15646684e-02   4.73363600e-04   1.99140389e-01  -3.45565190e-02
   -9.01360686e-02  -1.22033324e-01  -1.61584556e-01  -1.41388193e-01
   -2.18168460e-01   1.64829423e-02]
 [  9.87599491e-02  -2.84564080e-01   7.59237058e-02   8.25012578e-02
    5.33928774e-02   1.53381994e-01   1.90762662e-01   2.31804160e-02
   -1.09234637e-01   1.83680309e-01]]
final_inputs_run [[-0.91642674]
 [-0.91586589]
 [-0.95956238]
 ..., 
 [-0.37309124]
 [-0.30233071]
 [-0.17389094]]
final_outputs_run [[-0.91642674]
 [-0.91586589]
 [-0.95956238]
 ..., 
 [-0.37309124]
 [-0.30233071]
 [-0.17389094]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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Progress: 0.6% ... Training loss: 0.670 ... Validation loss: 1.141[ 1.91073931]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
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27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
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15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
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15414   1        0 -0.088219  0.325357   0.031898         0         0   
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15416   1        0  0.015647  0.221693  -0.456086         0         0   
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15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
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15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
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15427   1        0 -0.192085  1.310171  -0.821460         0         0   
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15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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       weekday_6  
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[15435 rows x 56 columns]
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final_inputs_run [[-0.82523513]
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 ..., 
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final_outputs_run [[-0.82523513]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
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16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16866          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
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...          ...  
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16870          0  
16871          0  
16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
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   -1.09191818e-01   1.83274386e-01]]
final_inputs_run [[ 0.0148532 ]
 [ 0.21530201]
 [ 0.39730521]
 ..., 
 [ 0.1295927 ]
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final_outputs_run [[ 0.0148532 ]
 [ 0.21530201]
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 ..., 
 [ 0.1295927 ]
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Progress: 0.6% ... Training loss: 0.671 ... Validation loss: 1.082[-0.10195367]
[ 0.52079888]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
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final_inputs_run [[-0.85884937]
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final_outputs_run [[-0.85884937]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15454         0         1             1    ...          0      0      0   
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15456         0         1             1    ...          0      0      0   
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15458         0         1             1    ...          0      0      0   
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15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
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15441          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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[1440 rows x 56 columns]
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    1.84257646e-01  -5.73749604e-02   6.78212274e-02  -1.03265031e-01
    2.09926854e-01   2.04497561e-01]
 [  1.18836445e-01   1.99018316e-01   2.39438414e-02  -4.85816771e-02
    6.46870776e-03   2.15124371e-01  -4.73152101e-02  -2.23973949e-01
   -8.73003448e-02   1.66272774e-01]
 [ -9.83098552e-03  -2.87714063e-02  -9.06925799e-03  -1.45140996e-01
    1.92441212e-01   2.80328331e-02   3.34662173e-02  -1.30221135e-01
    1.15116187e-01   7.25001756e-02]
 [  7.79488914e-02  -2.20754483e-02  -1.65649488e-01  -2.44557686e-01
   -1.31972178e-01   1.36618594e-01   1.39852277e-01  -1.73563222e-02
    2.45127262e-01   5.19515732e-02]
 [ -5.01939763e-02  -9.18462370e-02  -1.40548352e-01   1.42206676e-01
   -3.30699129e-02  -4.14895854e-02  -3.06704897e-02   1.19174932e-01
   -9.16498694e-02   1.84023552e-01]
 [  1.39105767e-01   1.65810967e-01  -4.74422894e-02   2.09210719e-01
   -9.34046686e-02  -5.50559121e-02  -6.71131172e-02   1.61585971e-01
    1.09790763e-01   2.84812640e-01]
 [ -2.35942201e-01   2.34196098e-02  -1.47841120e-01   7.81047848e-02
   -9.86705801e-02  -1.34352006e-01  -1.63440401e-01   6.12389730e-02
    1.21559977e-01  -2.64063087e-01]
 [  5.18958060e-02  -6.91189976e-02  -5.52138964e-02  -1.23291164e-01
   -3.94110156e-02  -8.60963594e-02   7.38363359e-02   2.52586629e-03
   -1.79097365e-01   6.65765703e-02]
 [  8.89020147e-02  -1.84688080e-01  -9.03414019e-03  -1.33500044e-01
   -1.98103653e-01  -9.37504502e-02   1.69175822e-01  -7.89350089e-02
   -1.09950964e-01   5.42100832e-02]
 [ -4.79502322e-02   8.14745076e-02  -8.54405591e-02   2.40600868e-02
    5.61388368e-02   6.35867889e-02   3.43682530e-02   1.60807272e-01
    2.68408981e-01  -3.94275571e-02]
 [ -1.24732438e-01  -1.80623365e-01  -4.09377997e-02  -1.88079536e-01
    2.74762637e-01   6.79366453e-04   1.62925219e-01  -2.96727807e-03
   -6.27227982e-02  -6.42289163e-02]
 [ -2.24921531e-01  -2.35263037e-01  -1.22442964e-01   3.85600236e-02
   -7.78095255e-03  -3.75196307e-02  -1.36463243e-01   6.72482153e-02
   -1.59280274e-01  -2.07052342e-01]
 [  2.11155403e-01   2.46637383e-01  -8.01787626e-03  -1.78350558e-02
   -4.36529577e-02   6.97639544e-02  -5.24707779e-02  -1.02485096e-01
   -7.94972891e-03  -2.57139224e-02]
 [  3.71166863e-02   1.29305405e-02  -2.12446644e-01   9.83451886e-02
    1.58236129e-01  -6.28883465e-02   1.69336584e-01   2.46809414e-02
   -1.27303821e-02  -1.75139066e-01]
 [  2.25650643e-02   1.68392017e-01   1.51026579e-01  -4.01020824e-02
   -2.27034420e-01  -1.78055984e-02  -1.76036733e-02   7.66394114e-02
   -1.53590444e-01  -3.96466403e-02]
 [  1.36072541e-01   2.68376432e-02  -1.83251655e-02  -8.85649176e-02
   -1.29952316e-01   6.55525085e-02  -9.51488847e-02   5.57904515e-02
    2.14548043e-02   4.78217984e-02]
 [ -1.41482658e-01   1.68286921e-01   1.18839597e-01   4.44621311e-02
    1.48797139e-01  -1.52725784e-01  -1.50735350e-01  -1.39163935e-01
    2.33421776e-04   1.43124813e-01]
 [  1.79891097e-01   2.36667272e-01   8.30572702e-02   1.29647609e-01
   -7.71146566e-02  -2.52871857e-01  -7.76257745e-02  -9.20867002e-02
   -1.13410187e-01   1.54687279e-01]
 [  2.63707683e-02  -1.61343944e-01   8.97010605e-02   1.91515483e-01
   -2.77053665e-02  -1.75538497e-02  -1.02397409e-01   4.67048936e-02
    1.27505159e-01  -1.69727474e-01]
 [  9.04226249e-02   6.00381574e-02   8.00870657e-02  -4.21493045e-02
   -2.32254286e-01   2.34611281e-01   3.60795805e-02   5.74197655e-02
    1.40967641e-01  -3.01498322e-01]
 [  2.87137690e-01  -1.00586965e-01  -5.80982427e-02  -2.25555085e-01
    2.72610976e-01  -6.02330795e-02  -5.09442652e-02   1.41931734e-01
    1.29485069e-01  -2.06586800e-01]
 [ -1.59384835e-01  -6.91500570e-02  -3.80980288e-02   3.34722960e-02
    2.18982040e-01  -1.41948277e-01  -1.11888826e-01   1.08899055e-01
    3.38490589e-01  -1.80837294e-01]
 [  2.66958963e-01   2.65838489e-02  -1.41143076e-01   1.93194146e-01
    1.33314950e-01  -1.35451715e-01  -8.30608848e-02  -1.12392898e-01
    2.34011269e-02  -4.73742570e-02]
 [ -2.76410984e-01  -1.67556162e-01   2.61920053e-01   3.63531288e-03
   -1.11359736e-01   8.99771708e-02   1.28956977e-01   1.69265455e-01
   -1.39527340e-02  -7.78203288e-02]
 [  1.08733439e-01  -2.44356947e-03   2.52938826e-01  -2.33509145e-01
    2.28330014e-02   8.47718668e-02   9.88705474e-02   1.75703750e-01
    9.23158997e-02  -1.06569777e-01]
 [  1.25133410e-01   7.91468386e-02  -8.75925367e-02  -1.15967379e-01
   -1.64331390e-01   1.94655701e-01   6.18899694e-02  -1.86231212e-01
   -1.09257968e-01  -6.00523333e-04]
 [ -1.96997769e-01   9.86109946e-02  -1.69891155e-01  -9.23548328e-02
   -2.35779912e-01   5.38909239e-02   1.55649256e-01   1.18818675e-01
    2.92736451e-02   1.41186467e-02]
 [  2.16658155e-02   7.67800707e-02   2.76157144e-03   5.34081513e-02
   -4.15744950e-02   1.57241296e-01  -2.95780500e-01  -4.97906333e-02
   -3.63685016e-02  -1.66675793e-01]
 [  2.05396379e-02   5.92718082e-03   2.00233848e-01  -1.48194619e-01
   -5.50945513e-02  -1.93613638e-01   1.40087481e-01  -2.00181170e-01
    1.69340723e-02   1.54953774e-01]
 [  8.96604055e-03   2.29605885e-01   4.01384954e-01   1.92209432e-01
    1.39993449e-01   2.44586147e-02   1.00057504e-01  -6.88951576e-02
    1.48983094e-01  -4.96170755e-02]
 [  4.37356359e-02   3.96651981e-02   1.82096750e-02   9.56956551e-02
   -1.03721894e-01  -1.04052304e-01   1.04689780e-01  -1.61798989e-01
    5.26876287e-02   1.25637920e-01]
 [ -6.99975737e-02   1.93213646e-01   2.87149384e-01  -1.26233794e-01
   -1.53475834e-04  -3.93670112e-02  -2.76458861e-02   1.04758129e-01
   -2.42346541e-01  -4.67788296e-03]
 [ -9.27103302e-02  -4.15152033e-04   2.00147153e-01  -3.56165024e-02
   -8.77730688e-02  -1.22602879e-01  -1.62200008e-01  -1.40754942e-01
   -2.18028724e-01   1.53186392e-02]
 [  9.80352636e-02  -2.85012079e-01   7.67266989e-02   8.18514861e-02
    5.37218018e-02   1.52979710e-01   1.90277361e-01   2.36367505e-02
   -1.09124338e-01   1.82892386e-01]]
final_inputs_run [[-0.00802354]
 [ 0.19564728]
 [ 0.38001736]
 ..., 
 [ 0.1092339 ]
 [-0.07061202]
 [-0.13013699]]
final_outputs_run [[-0.00802354]
 [ 0.19564728]
 [ 0.38001736]
 ..., 
 [ 0.1092339 ]
 [-0.07061202]
 [-0.13013699]]
Progress: 0.6% ... Training loss: 0.667 ... Validation loss: 1.091[ 0.36773135]
[-0.04913785]
[ 0.85401272]
[-1.39175489]
[-1.02487761]
[-0.27797287]
[-0.29554372]
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[ 2.6288341]
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[ 0.0598536]
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[ 0.01368049]
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[-0.30773452]
[ 0.033059]
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[-0.51667582]
[ 0.02561659]
[ 1.25598345]
[-0.35287197]
[-0.45555299]
[ 1.50151522]
[ 0.40912612]
[-0.50184918]
[ 0.45728189]
[-0.11723755]
[-0.81578992]
[-0.94493451]
[-0.64284397]
[-0.89313659]
[-1.39321866]
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[-0.96241806]
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[ 0.38354091]
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[-0.39464799]
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[ 0.08320721]
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[ 0.14665714]
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[ 0.64329551]
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[ 1.73649809]
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[ 0.07196605]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
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   -2.79473421e-02  -1.74923324e-02  -1.02327078e-01   4.66385778e-02
    1.27487405e-01  -1.69617848e-01]
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   -2.31879583e-01   2.34537281e-01   3.60048926e-02   5.75035115e-02
    1.40986635e-01  -3.01646567e-01]
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    2.74023634e-01  -6.05532370e-02  -5.13277476e-02   1.42342740e-01
    1.29578392e-01  -2.07255996e-01]
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    2.18955514e-01  -1.41941743e-01  -1.11889981e-01   1.08900211e-01
    3.38490828e-01  -1.80832632e-01]
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    1.33964389e-01  -1.35623557e-01  -8.32494377e-02  -1.12189140e-01
    2.34490383e-02  -4.77291393e-02]
 [ -2.76520674e-01  -1.67639898e-01   2.62009419e-01   3.53815873e-03
   -1.11173211e-01   8.99212399e-02   1.28902742e-01   1.69325434e-01
   -1.39383240e-02  -7.79184230e-02]
 [  1.08784527e-01  -2.39977325e-03   2.52912461e-01  -2.33469000e-01
    2.27813359e-02   8.48019300e-02   9.89039669e-02   1.75673135e-01
    9.23061097e-02  -1.06515052e-01]
 [  1.25408528e-01   7.93479346e-02  -8.78192128e-02  -1.15740952e-01
   -1.64964032e-01   1.94787584e-01   6.20297610e-02  -1.86385211e-01
   -1.09293943e-01  -3.43417457e-04]
 [ -1.96160497e-01   9.93018387e-02  -1.70687473e-01  -9.15468431e-02
   -2.37814493e-01   5.43467431e-02   1.56134801e-01   1.18295410e-01
    2.91497140e-02   1.50199798e-02]
 [  2.18807784e-02   7.69495149e-02   2.53188556e-03   5.36365616e-02
   -4.22937068e-02   1.57357660e-01  -2.95655646e-01  -4.99320545e-02
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   -5.48954324e-02  -1.93654745e-01   1.40026318e-01  -2.00120986e-01
    1.69497413e-02   1.54847319e-01]
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    1.39111725e-01   2.46131457e-02   1.00222413e-01  -6.90751338e-02
    1.48941293e-01  -4.93285556e-02]
 [  4.46112660e-02   4.03298223e-02   1.74772954e-02   9.64656878e-02
   -1.05792937e-01  -1.03619516e-01   1.05169950e-01  -1.62320360e-01
    5.25632690e-02   1.26504031e-01]
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 [ -9.21410432e-02  -4.82634549e-05   1.99741690e-01  -3.51957296e-02
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 [  9.86541312e-02  -2.84550811e-01   7.62079354e-02   8.23648475e-02
    5.20190917e-02   1.53290808e-01   1.90618191e-01   2.32721938e-02
   -1.09211997e-01   1.83516485e-01]]
final_inputs_run [[-0.08079612]
 [ 0.11655647]
 [ 0.30275956]
 ..., 
 [ 0.03250893]
 [-0.14870133]
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final_outputs_run [[-0.08079612]
 [ 0.11655647]
 [ 0.30275956]
 ..., 
 [ 0.03250893]
 [-0.14870133]
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Progress: 0.6% ... Training loss: 0.665 ... Validation loss: 1.138[-0.13728462]
[-0.22774697]
[ 0.78519555]
[ 2.2258409]
[ 1.53651786]
[ 1.28406421]
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[ 0.89171485]
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[ 1.78557839]
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[ 0.14389192]
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[ 1.09580186]
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[ 0.73130315]
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[ 1.47027815]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
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29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
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14             0          0          0          0          0          0   
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24             1          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
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15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
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...          ...  
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15429          0  
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15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -2.70023717e-01  -1.25086416e-01   3.94285200e-02  -8.56866063e-02
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 [  3.52420378e-01   2.33427644e-03   6.76149129e-02  -1.56894979e-01
   -3.29865046e-01   2.76578533e-01   3.50860080e-02   5.88779432e-02
    1.50658363e-01   9.08831295e-02]
 [ -5.33553294e-02  -4.18488434e-02  -1.59059518e-02   1.77791154e-01
   -2.38852476e-02  -2.73015807e-01   2.04222652e-02  -5.31463462e-02
    1.14735077e-01   1.01340525e-01]
 [  1.84779203e-01   6.67611855e-02   1.10865642e-01   5.28252092e-02
    1.06939532e-01  -9.13426541e-02   1.94840841e-03   1.40091484e-01
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 [ -1.56224508e-01   3.90987516e-03  -9.33032211e-02  -3.76623282e-02
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   -7.07973168e-02   9.73996307e-02]
 [ -1.20319965e-01  -1.09756054e-01  -4.98946515e-02  -8.98066624e-02
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   -1.82607584e-01   1.46926629e-01]
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 [ -9.44162787e-02   1.48388463e-01  -4.94007127e-02   2.39179489e-02
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    4.60566763e-02   1.33317912e-01]
 [  7.41734211e-02   1.35373519e-01  -1.30349849e-02  -1.24179816e-02
    9.10582725e-02  -4.39034718e-02  -2.56354263e-01   2.54365019e-01
   -1.39834341e-01  -3.68663273e-02]
 [ -1.64653485e-02   3.04459616e-01  -1.29669653e-01   5.05254963e-02
    3.99804321e-02  -4.30389866e-02  -7.40827302e-02  -2.70951592e-01
   -8.32591422e-02  -1.15404839e-01]
 [ -6.95222822e-02   1.44025797e-01  -9.36429282e-02  -2.96174919e-01
   -1.69302543e-01  -3.10046987e-01   4.42132666e-02  -8.20833881e-02
   -8.53111853e-02  -1.75402960e-01]
 [  8.93926205e-02   3.06764254e-02  -7.77903086e-02  -8.53037488e-02
   -1.34101435e-01  -2.32280205e-02   7.05426803e-02   3.45794823e-02
   -3.80542494e-03   1.16091455e-01]
 [ -1.96149225e-01  -1.94959534e-02   2.42695703e-02   9.43323382e-02
   -1.47099550e-01   8.50027084e-02   5.28025619e-02   2.11934961e-01
    1.34686940e-01  -2.12760148e-02]
 [ -1.55988358e-01   1.41923404e-01   2.46684024e-01  -1.83802706e-02
    1.11151062e-01   3.42812737e-02   1.03291379e-01  -1.31373240e-01
    1.97201885e-01  -6.90962045e-02]
 [  2.01210507e-01  -6.73314453e-02  -1.68313341e-02  -2.18073857e-01
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   -8.68303925e-03  -5.59767152e-02]
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    2.09915488e-01   2.04537869e-01]
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    6.21690103e-03   2.15152800e-01  -4.72804220e-02  -2.24017457e-01
   -8.73114399e-02   1.66336480e-01]
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   -1.35705553e-01   1.37396470e-01   1.40687407e-01  -1.81908196e-02
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   -3.54336216e-02  -4.10204232e-02  -3.01629574e-02   1.18633122e-01
   -9.17708728e-02   1.84930436e-01]
 [  1.39929770e-01   1.66407648e-01  -4.80885402e-02   2.09903612e-01
   -9.53734923e-02  -5.46550607e-02  -6.66637625e-02   1.61181162e-01
    1.09713851e-01   2.85623111e-01]
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   -1.00834479e-01  -1.33945418e-01  -1.62987260e-01   6.07570372e-02
    1.21452579e-01  -2.63213643e-01]
 [  5.33280662e-02  -6.80904694e-02  -5.63599475e-02  -1.22115175e-01
   -4.27384641e-02  -8.54298826e-02   7.45723527e-02   1.76765992e-03
   -1.79262231e-01   6.79416159e-02]
 [  9.04175715e-02  -1.83597665e-01  -1.02490739e-02  -1.32211667e-01
   -2.01679970e-01  -9.30116801e-02   1.69970641e-01  -7.97327732e-02
   -1.10115974e-01   5.56844746e-02]
 [ -4.74316252e-02   8.18627044e-02  -8.58579854e-02   2.45139045e-02
    5.48689914e-02   6.38511339e-02   3.46552845e-02   1.60527098e-01
    2.68353996e-01  -3.89042779e-02]
 [ -1.24859722e-01  -1.80699940e-01  -4.08852657e-02  -1.88178520e-01
    2.75132322e-01   6.40054281e-04   1.62867590e-01  -2.93538948e-03
   -6.27236869e-02  -6.43038303e-02]
 [ -2.26794859e-01  -2.36704277e-01  -1.20846979e-01   3.68665828e-02
   -3.72423363e-03  -3.84511240e-02  -1.37500553e-01   6.82962036e-02
   -1.59061298e-01  -2.08932093e-01]
 [  2.10989904e-01   2.46542463e-01  -7.88469033e-03  -1.79844144e-02
   -4.31459469e-02   6.96877564e-02  -5.25482902e-02  -1.02411113e-01
   -7.93454080e-03  -2.58640121e-02]
 [  3.75912103e-02   1.32694909e-02  -2.12803196e-01   9.87438727e-02
    1.57400034e-01  -6.26649237e-02   1.69578767e-01   2.44341614e-02
   -1.27799062e-02  -1.74707445e-01]
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   -2.26460104e-01  -1.79305460e-02  -1.77113960e-02   7.67384739e-02
   -1.53568985e-01  -3.98527917e-02]
 [  1.34960258e-01   2.60686812e-02  -1.74143158e-02  -8.94465508e-02
   -1.27656037e-01   6.50119262e-02  -9.57447291e-02   5.63841670e-02
    2.15860677e-02   4.67496984e-02]
 [ -1.41455312e-01   1.68331194e-01   1.18812062e-01   4.45078549e-02
    1.48718347e-01  -1.52702536e-01  -1.50702077e-01  -1.39199879e-01
    2.22277397e-04   1.43177919e-01]
 [  1.80069465e-01   2.36838123e-01   8.29171658e-02   1.29839453e-01
   -7.75142738e-02  -2.52792516e-01  -7.75075404e-02  -9.22088716e-02
   -1.13436802e-01   1.54900321e-01]
 [  2.65544717e-02  -1.61190776e-01   8.95516692e-02   1.91680778e-01
   -2.80816358e-02  -1.74559882e-02  -1.02252778e-01   4.65738943e-02
    1.27474739e-01  -1.69516896e-01]
 [  8.95654464e-02   5.93596700e-02   8.08141235e-02  -4.28978466e-02
   -2.30162003e-01   2.34147978e-01   3.55716208e-02   5.78941639e-02
    1.41061739e-01  -3.02357003e-01]
 [  2.86214419e-01  -1.01231311e-01  -5.73760426e-02  -2.26265252e-01
    2.74118235e-01  -6.06454295e-02  -5.14356594e-02   1.42435655e-01
    1.29597514e-01  -2.07408201e-01]
 [ -1.60210207e-01  -6.97956617e-02  -3.74265897e-02   3.27314916e-02
    2.20937540e-01  -1.42318218e-01  -1.12360317e-01   1.09338028e-01
    3.38566889e-01  -1.81690569e-01]
 [  2.65708442e-01   2.56761280e-02  -1.40173214e-01   1.92141682e-01
    1.35262272e-01  -1.36047663e-01  -8.37314841e-02  -1.11742917e-01
    2.35315359e-02  -4.85196024e-02]
 [ -2.76500867e-01  -1.67624826e-01   2.61992264e-01   3.55627774e-03
   -1.11218915e-01   8.99301876e-02   1.28913867e-01   1.69315890e-01
   -1.39402201e-02  -7.79001904e-02]
 [  1.08876785e-01  -2.33160793e-03   2.52845806e-01  -2.33401299e-01
    2.25662310e-02   8.48438249e-02   9.89547649e-02   1.75626334e-01
    9.22970029e-02  -1.06430148e-01]
 [  1.25518690e-01   7.94313508e-02  -8.78981686e-02  -1.15655319e-01
   -1.65230152e-01   1.94842500e-01   6.20888524e-02  -1.86438368e-01
   -1.09304450e-01  -2.38154998e-04]
 [ -1.95684812e-01   9.96441637e-02  -1.71051096e-01  -9.11494682e-02
   -2.38875092e-01   5.45815716e-02   1.56383395e-01   1.18062343e-01
    2.91054535e-02   1.54799616e-02]
 [  2.20690991e-02   7.70550065e-02   2.43723951e-03   5.37581877e-02
   -4.27649619e-02   1.57423520e-01  -2.95584773e-01  -4.99975325e-02
   -3.64139515e-02  -1.66232248e-01]
 [  2.10070482e-02   6.23905938e-03   1.99945856e-01  -1.47932755e-01
   -5.59245130e-02  -1.93395148e-01   1.40346084e-01  -2.00415345e-01
    1.68930587e-02   1.55395639e-01]
 [  9.91402520e-03   2.30459263e-01   4.00545372e-01   1.93201231e-01
    1.36879941e-01   2.50082776e-02   1.00650111e-01  -6.94931588e-02
    1.48864853e-01  -4.85099741e-02]
 [  4.44653809e-02   4.01428005e-02   1.76947306e-02   9.62078644e-02
   -1.05116292e-01  -1.03683540e-01   1.05029387e-01  -1.62198677e-01
    5.25826502e-02   1.26254449e-01]
 [ -6.97376088e-02   1.93391111e-01   2.86937622e-01  -1.26011043e-01
   -1.01593365e-03  -3.92412727e-02  -2.75165382e-02   1.04622346e-01
   -2.42389075e-01  -4.40224783e-03]
 [ -9.25061440e-02  -3.25248032e-04   2.00039093e-01  -3.55329130e-02
   -8.86596741e-02  -1.22540045e-01  -1.62134314e-01  -1.40847568e-01
   -2.18060625e-01   1.54966599e-02]
 [  9.79984980e-02  -2.84937911e-01   7.67173227e-02   8.18746691e-02
    5.30914909e-02   1.52968288e-01   1.90253789e-01   2.35922719e-02
   -1.09145300e-01   1.82915334e-01]]
final_inputs_run [[-0.95203714]
 [-0.95170419]
 [-0.99653329]
 ..., 
 [-0.39029126]
 [-0.31784633]
 [-0.18179171]]
final_outputs_run [[-0.95203714]
 [-0.95170419]
 [-0.99653329]
 ..., 
 [-0.39029126]
 [-0.31784633]
 [-0.18179171]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
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Progress: 0.6% ... Training loss: 0.664 ... Validation loss: 1.139[-0.06440302]
[ 0.81554277]
[-0.53970934]
[ 2.11656793]
[ 0.36426707]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
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24            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
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15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
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...          ...  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -2.72054451e-01  -1.26581832e-01   4.10492790e-02  -8.73353876e-02
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    2.09925360e-01   2.04421378e-01]
 [  1.18337919e-01   1.98684163e-01   2.42706120e-02  -4.89691833e-02
    7.53526461e-03   2.14875510e-01  -4.75832292e-02  -2.23740369e-01
   -8.72601566e-02   1.65822547e-01]
 [ -9.88987350e-03  -2.88263485e-02  -9.06597605e-03  -1.45194158e-01
    1.92398092e-01   2.80000192e-02   3.34248060e-02  -1.30200578e-01
    1.15114892e-01   7.24646902e-02]
 [  7.99728615e-02  -2.06307295e-02  -1.67194827e-01  -2.42942462e-01
   -1.36749237e-01   1.37619039e-01   1.40922517e-01  -1.84173889e-02
    2.44912878e-01   5.39255539e-02]
 [ -4.89051902e-02  -9.09051713e-02  -1.41587263e-01   1.43308296e-01
   -3.62164572e-02  -4.08630438e-02  -2.99816368e-02   1.18466574e-01
   -9.18014842e-02   1.85259011e-01]
 [  1.40205661e-01   1.66602438e-01  -4.82994404e-02   2.10132131e-01
   -9.60307884e-02  -5.45180709e-02  -6.65228748e-02   1.61049032e-01
    1.09689298e-01   2.85884572e-01]
 [ -2.34657943e-01   2.43528438e-02  -1.48897923e-01   7.91995460e-02
   -1.01806969e-01  -1.33746750e-01  -1.62763526e-01   6.05517116e-02
    1.21415045e-01  -2.62810713e-01]
 [  5.38597651e-02  -6.77062626e-02  -5.67586176e-02  -1.21657224e-01
   -4.39850483e-02  -8.51671705e-02   7.48558012e-02   1.49802706e-03
   -1.79311776e-01   6.84519788e-02]
 [  9.08283666e-02  -1.83298719e-01  -1.05434979e-02  -1.31867277e-01
   -2.02618327e-01  -9.28114018e-02   1.70186125e-01  -7.99339023e-02
   -1.10152786e-01   5.60711594e-02]
 [ -4.72096164e-02   8.20320157e-02  -8.60396888e-02   2.47115794e-02
    5.44780971e-02   6.39646359e-02   3.47772242e-02   1.60414693e-01
    2.68332768e-01  -3.86920209e-02]
 [ -1.24738451e-01  -1.80616254e-01  -4.09775995e-02  -1.88078535e-01
    2.74882750e-01   6.97858484e-04   1.62921537e-01  -2.99419069e-03
   -6.27342324e-02  -6.41848210e-02]
 [ -2.28451447e-01  -2.37893688e-01  -1.19668017e-01   3.55080516e-02
    8.27243154e-05  -3.92475896e-02  -1.38390447e-01   6.91183974e-02
   -1.58911426e-01  -2.10493615e-01]
 [  2.10862921e-01   2.46465003e-01  -7.78702809e-03  -1.80982535e-02
   -4.27437935e-02   6.96336060e-02  -5.26064694e-02  -1.02357011e-01
   -7.92478456e-03  -2.59680313e-02]
 [  3.76982096e-02   1.33460675e-02  -2.12877752e-01   9.88220737e-02
    1.57132601e-01  -6.26217538e-02   1.69624996e-01   2.43871140e-02
   -1.27875603e-02  -1.74607401e-01]
 [  2.24510602e-02   1.68369011e-01   1.51172440e-01  -4.02681970e-02
   -2.26675419e-01  -1.78745051e-02  -1.76474687e-02   7.66806804e-02
   -1.53580088e-01  -3.97456606e-02]
 [  1.34603063e-01   2.58071213e-02  -1.71375404e-02  -8.97397955e-02
   -1.26926390e-01   6.48380337e-02  -9.59391122e-02   5.65637989e-02
    2.16194586e-02   4.64174010e-02]
 [ -1.41515208e-01   1.68289511e-01   1.18859295e-01   4.44606920e-02
    1.48866693e-01  -1.52732770e-01  -1.50736045e-01  -1.39169211e-01
    2.28073997e-04   1.43118779e-01]
 [  1.79707409e-01   2.36584075e-01   8.31934438e-02   1.29552775e-01
   -7.67578104e-02  -2.52931894e-01  -7.77010266e-02  -9.20300359e-02
   -1.13404158e-01   1.54599300e-01]
 [  2.65465107e-02  -1.61180518e-01   8.95520586e-02   1.91698012e-01
   -2.81589447e-02  -1.74663321e-02  -1.02251776e-01   4.65714375e-02
    1.27474907e-01  -1.69508320e-01]
 [  8.94482383e-02   5.92724134e-02   8.09022772e-02  -4.29921292e-02
   -2.29887250e-01   2.34092351e-01   3.55079001e-02   5.79503992e-02
    1.41072358e-01  -3.02464676e-01]
 [  2.84530533e-01  -1.02428221e-01  -5.60791424e-02  -2.27460920e-01
    2.76936255e-01  -6.14890523e-02  -5.23966512e-02   1.43263297e-01
    1.29761811e-01  -2.08987374e-01]
 [ -1.60911520e-01  -7.04078786e-02  -3.67717730e-02   3.20142961e-02
    2.22387058e-01  -1.42745427e-01  -1.12864316e-01   1.09779128e-01
    3.38649712e-01  -1.82490117e-01]
 [  2.64840267e-01   2.50527079e-02  -1.39490072e-01   1.91394372e-01
    1.36846988e-01  -1.36457587e-01  -8.42246964e-02  -1.11294863e-01
    2.36154054e-02  -4.93620719e-02]
 [ -2.76674721e-01  -1.67761709e-01   2.62127310e-01   3.40020292e-03
   -1.10794760e-01   8.98391718e-02   1.28818888e-01   1.69403162e-01
   -1.39233342e-02  -7.80845686e-02]
 [  1.08887635e-01  -2.31732607e-03   2.52833153e-01  -2.33385704e-01
    2.25422585e-02   8.48534317e-02   9.89636424e-02   1.75618286e-01
    9.22951718e-02  -1.06411049e-01]
 [  1.25816839e-01   7.96577304e-02  -8.81421770e-02  -1.15400529e-01
   -1.65905418e-01   1.95000938e-01   6.22605112e-02  -1.86595609e-01
   -1.09331965e-01   6.73844349e-05]
 [ -1.95626883e-01   9.96851160e-02  -1.71087898e-01  -9.11005885e-02
   -2.39018383e-01   5.46101618e-02   1.56412077e-01   1.18033727e-01
    2.91002218e-02   1.55336012e-02]
 [  2.18303912e-02   7.68959369e-02   2.61434410e-03   5.35998868e-02
   -4.22988755e-02   1.57339437e-01  -2.95721233e-01  -4.98794852e-02
   -3.63907596e-02  -1.66386846e-01]
 [  2.00555547e-02   5.50350547e-03   2.00720684e-01  -1.48780726e-01
   -5.37244120e-02  -1.93860191e-01   1.39794038e-01  -1.99914727e-01
    1.69852197e-02   1.54424201e-01]
 [  9.91738446e-03   2.30481254e-01   4.00518006e-01   1.93213901e-01
    1.36781493e-01   2.50107294e-02   1.00647820e-01  -6.95038208e-02
    1.48865838e-01  -4.85019654e-02]
 [  4.37706811e-02   3.96113624e-02   1.82611203e-02   9.55919034e-02
   -1.03797177e-01  -1.04048030e-01   1.04580866e-01  -1.61807745e-01
    5.26559624e-02   1.25552240e-01]
 [ -7.07072589e-02   1.92708472e-01   2.87662196e-01  -1.26623607e-01
    4.32926671e-04  -3.97214124e-02  -2.80814153e-02   1.05096072e-01
   -2.42291696e-01  -5.24945930e-03]
 [ -9.22504532e-02  -1.46833835e-04   1.99831497e-01  -3.53163171e-02
   -8.92232507e-02  -1.22425684e-01  -1.61993240e-01  -1.40974596e-01
   -2.18084054e-01   1.57398397e-02]
 [  9.77930101e-02  -2.85060210e-01   7.68980378e-02   8.16969555e-02
    5.30297839e-02   1.52859115e-01   1.90106347e-01   2.36986302e-02
   -1.09121932e-01   1.82731608e-01]]
final_inputs_run [[-0.87910625]
 [-0.87891687]
 [-0.921573  ]
 ..., 
 [-0.32084451]
 [-0.24446729]
 [-0.10809612]]
final_outputs_run [[-0.87910625]
 [-0.87891687]
 [-0.921573  ]
 ..., 
 [-0.32084451]
 [-0.24446729]
 [-0.10809612]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
15442          0  
15443          0  
15444          0  
15445          0  
15446          0  
15447          0  
15448          0  
15449          0  
15450          0  
15451          0  
15452          0  
15453          0  
15454          0  
15455          0  
15456          0  
15457          0  
15458          0  
15459          0  
15460          0  
15461          0  
15462          0  
15463          0  
15464          0  
...          ...  
16845          0  
16846          0  
16847          0  
16848          0  
16849          0  
16850          0  
16851          0  
16852          0  
16853          0  
16854          0  
16855          0  
16856          0  
16857          0  
16858          0  
16859          0  
16860          0  
16861          0  
16862          0  
16863          0  
16864          0  
16865          0  
16866          0  
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final_inputs_run [[-0.01047904]
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final_outputs_run [[-0.01047904]
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Progress: 0.6% ... Training loss: 0.661 ... Validation loss: 1.090[ 0.30258624]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
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final_inputs_run [[-0.91656815]
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final_outputs_run [[-0.91656815]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
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16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
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16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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15438          0  
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15440          0  
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[1440 rows x 56 columns]
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   -1.32626560e-01  -2.35247642e-02   7.01743765e-02   3.49036777e-02
   -3.75328226e-03   1.15425693e-01]
 [ -1.97156598e-01  -2.03082293e-02   2.52447062e-02   9.32876839e-02
   -1.44928523e-01   8.43987623e-02   5.21073285e-02   2.12590069e-01
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   -8.72880100e-02   1.66037265e-01]
 [ -9.94967121e-03  -2.88885011e-02  -8.99051504e-03  -1.45265608e-01
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   -1.36994567e-01   1.37663914e-01   1.40970689e-01  -1.84692904e-02
    2.44901136e-01   5.40192716e-02]
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   -3.81143819e-02  -4.04787474e-02  -2.95658254e-02   1.18022335e-01
   -9.19041185e-02   1.86063549e-01]
 [  1.40815338e-01   1.67022320e-01  -4.87581696e-02   2.10623390e-01
   -9.75020367e-02  -5.42281834e-02  -6.62055149e-02   1.60718912e-01
    1.09613108e-01   2.86435397e-01]
 [ -2.33892025e-01   2.50009157e-02  -1.49598306e-01   7.99316536e-02
   -1.03737658e-01  -1.33334846e-01  -1.62293804e-01   6.00698403e-02
    1.21301309e-01  -2.61988137e-01]
 [  5.48924676e-02  -6.69675651e-02  -5.75859822e-02  -1.20800886e-01
   -4.65388926e-02  -8.46852726e-02   7.53833705e-02   9.36465253e-04
   -1.79441887e-01   6.94362992e-02]
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   -2.03501281e-01  -9.26352570e-02   1.70376253e-01  -8.01329782e-02
   -1.10199321e-01   5.64355546e-02]
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   -1.58753538e-01  -2.11690921e-01]
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   -4.26365875e-02   6.96154121e-02  -5.26278406e-02  -1.02334540e-01
   -7.91958471e-03  -2.60087168e-02]
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   -1.28677824e-02  -1.74058638e-01]
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   -2.26937763e-01  -1.78237129e-02  -1.75939420e-02   7.66238683e-02
   -1.53592785e-01  -3.96420327e-02]
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   -1.26852706e-01   6.48167761e-02  -9.59695004e-02   5.65956216e-02
    2.16268785e-02   4.63950130e-02]
 [ -1.41661608e-01   1.68155971e-01   1.19048230e-01   4.43149470e-02
    1.48934557e-01  -1.52840710e-01  -1.50850872e-01  -1.39053874e-01
    2.57559033e-04   1.42909063e-01]
 [  1.79726086e-01   2.36598389e-01   8.31716767e-02   1.29572368e-01
   -7.68176836e-02  -2.52926228e-01  -7.76888839e-02  -9.20392196e-02
   -1.13406504e-01   1.54626129e-01]
 [  2.63759852e-02  -1.61306051e-01   8.96936539e-02   1.91556846e-01
   -2.77368585e-02  -1.75494984e-02  -1.02339428e-01   4.66613853e-02
    1.27496172e-01  -1.69677215e-01]
 [  8.89088387e-02   5.88266312e-02   8.14282600e-02  -4.34968968e-02
   -2.28435554e-01   2.33794935e-01   3.51683777e-02   5.83101256e-02
    1.41154303e-01  -3.02983168e-01]
 [  2.83997689e-01  -1.02789802e-01  -5.56622061e-02  -2.27881306e-01
    2.78059186e-01  -6.17461778e-02  -5.26733706e-02   1.43544564e-01
    1.29829245e-01  -2.09488566e-01]
 [ -1.61716084e-01  -7.11590877e-02  -3.59525582e-02   3.11920672e-02
    2.24330977e-01  -1.43177962e-01  -1.13433527e-01   1.10377148e-01
    3.38786946e-01  -1.83380173e-01]
 [  2.64727580e-01   2.49693494e-02  -1.39390579e-01   1.91293359e-01
    1.37045114e-01  -1.36508664e-01  -8.42847633e-02  -1.11229535e-01
    2.36303230e-02  -4.94761618e-02]
 [ -2.76821305e-01  -1.67851524e-01   2.62255172e-01   3.27896355e-03
   -1.10458556e-01   8.97693922e-02   1.28745344e-01   1.69481247e-01
   -1.39033451e-02  -7.82276098e-02]
 [  1.08954762e-01  -2.27209649e-03   2.52785716e-01  -2.33347497e-01
    2.24090068e-02   8.48777643e-02   9.89944541e-02   1.75584431e-01
    9.22876939e-02  -1.06365001e-01]
 [  1.25906909e-01   7.97158909e-02  -8.82094873e-02  -1.15333920e-01
   -1.66071217e-01   1.95043120e-01   6.23008691e-02  -1.86641878e-01
   -1.09342801e-01   1.51740657e-04]
 [ -1.95290607e-01   9.99334611e-02  -1.71376663e-01  -9.08135650e-02
   -2.39806477e-01   5.47753691e-02   1.56589222e-01   1.17845364e-01
    2.90566609e-02   1.58611946e-02]
 [  2.20321440e-02   7.69788691e-02   2.51569098e-03   5.37447411e-02
   -4.26851238e-02   1.57396685e-01  -2.95685015e-01  -4.99225486e-02
   -3.63994829e-02  -1.66173089e-01]
 [  1.97670973e-02   5.25747998e-03   2.01015615e-01  -1.49043203e-01
   -5.31709543e-02  -1.94005144e-01   1.39611654e-01  -1.99717341e-01
    1.70311046e-02   1.54098440e-01]
 [  1.00376242e-02   2.30454271e-01   4.00534290e-01   1.93226515e-01
    1.36717594e-01   2.50180316e-02   1.00609153e-01  -6.94724168e-02
    1.48875773e-01  -4.84769047e-02]
 [  4.36972063e-02   3.95441168e-02   1.83666995e-02   9.54854750e-02
   -1.03549166e-01  -1.04107650e-01   1.04526654e-01  -1.61746515e-01
    5.26684442e-02   1.25446392e-01]
 [ -6.95194424e-02   1.93661910e-01   2.86615285e-01  -1.25562250e-01
   -2.43618824e-03  -3.91137020e-02  -2.73995636e-02   1.04385235e-01
   -2.42458040e-01  -4.05572903e-03]
 [ -9.24801901e-02  -4.33699188e-04   2.00217880e-01  -3.56429605e-02
   -8.82657424e-02  -1.22594700e-01  -1.62227206e-01  -1.40726935e-01
   -2.18027979e-01   1.53661218e-02]
 [  9.81292544e-02  -2.84884753e-01   7.67040632e-02   8.19245631e-02
    5.20341060e-02   1.52996186e-01   1.90252048e-01   2.35339679e-02
   -1.09159509e-01   1.82998208e-01]]
final_inputs_run [[-0.03297284]
 [ 0.16461308]
 [ 0.35281808]
 ..., 
 [ 0.0777607 ]
 [-0.10926405]
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final_outputs_run [[-0.03297284]
 [ 0.16461308]
 [ 0.35281808]
 ..., 
 [ 0.0777607 ]
 [-0.10926405]
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Progress: 0.6% ... Training loss: 0.658 ... Validation loss: 1.102[-0.50414762]
[ 0.16071775]
[ 0.6208672]
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[ 1.48264633]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
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   -4.12197073e-02   6.93158323e-02  -5.29510943e-02  -1.02016760e-01
   -7.84766561e-03  -2.65760045e-02]
 [  3.81911026e-02   1.37525882e-02  -2.13309368e-01   9.92687556e-02
    1.56196579e-01  -6.23756176e-02   1.69899946e-01   2.40849351e-02
   -1.28569646e-02  -1.74140693e-01]
 [  2.29310802e-02   1.68760031e-01   1.50761411e-01  -3.98288452e-02
   -2.27787890e-01  -1.76220013e-02  -1.73621613e-02   7.63973274e-02
   -1.53644964e-01  -3.92357893e-02]
 [  1.34461756e-01   2.57246740e-02  -1.70296185e-02  -8.98227502e-02
   -1.26714705e-01   6.47764897e-02  -9.60110312e-02   5.66404151e-02
    2.16355014e-02   4.63190804e-02]
 [ -1.41866982e-01   1.68033340e-01   1.19169127e-01   4.41646993e-02
    1.49419111e-01  -1.52930006e-01  -1.50933239e-01  -1.38965128e-01
    2.77404115e-04   1.42746899e-01]
 [  1.79389474e-01   2.36355703e-01   8.34559209e-02   1.29278356e-01
   -7.61602996e-02  -2.53088757e-01  -7.78667253e-02  -9.18581040e-02
   -1.13367272e-01   1.54317664e-01]
 [  2.61931965e-02  -1.61421781e-01   8.98142943e-02   1.91424731e-01
   -2.74119643e-02  -1.76341738e-02  -1.02423789e-01   4.67522234e-02
    1.27515433e-01  -1.69791589e-01]
 [  8.88500003e-02   5.87232998e-02   8.15129041e-02  -4.35997125e-02
   -2.28183223e-01   2.33718012e-01   3.50761480e-02   5.84000689e-02
    1.41175050e-01  -3.03097537e-01]
 [  2.82845644e-01  -1.03655866e-01  -5.46852076e-02  -2.28815743e-01
    2.80622334e-01  -6.23228392e-02  -5.32872876e-02   1.44188779e-01
    1.29968995e-01  -2.10624563e-01]
 [ -1.62242527e-01  -7.15758776e-02  -3.55106839e-02   3.07337911e-02
    2.25621047e-01  -1.43453740e-01  -1.13733372e-01   1.10680834e-01
    3.38851176e-01  -1.83904777e-01]
 [  2.64498251e-01   2.47970764e-02  -1.39194491e-01   1.91101524e-01
    1.37448043e-01  -1.36608661e-01  -8.44056226e-02  -1.11102242e-01
    2.36580246e-02  -4.97035769e-02]
 [ -2.76754906e-01  -1.67814872e-01   2.62217730e-01   3.32295449e-03
   -1.10644277e-01   8.97923663e-02   1.28770678e-01   1.69458101e-01
   -1.39091359e-02  -7.81771474e-02]
 [  1.09166418e-01  -2.11235512e-03   2.52628102e-01  -2.33195442e-01
    2.20181702e-02   8.49809203e-02   9.91047318e-02   1.75477706e-01
    9.22639211e-02  -1.06185128e-01]
 [  1.26139611e-01   7.98862550e-02  -8.84043987e-02  -1.15140996e-01
   -1.66573132e-01   1.95157438e-01   6.24234796e-02  -1.86768316e-01
   -1.09369289e-01   3.82326770e-04]
 [ -1.94845007e-01   1.00264629e-01  -1.71750001e-01  -9.04488183e-02
   -2.40857197e-01   5.49961443e-02   1.56824420e-01   1.17601304e-01
    2.90043227e-02   1.63105440e-02]
 [  2.23304320e-02   7.71810010e-02   2.28438106e-03   5.39658116e-02
   -4.35238569e-02   1.57537383e-01  -2.95549665e-01  -5.00619076e-02
   -3.64312789e-02  -1.65866434e-01]
 [  1.89067147e-02   4.59643938e-03   2.01761899e-01  -1.49748954e-01
   -5.13844495e-02  -1.94480438e-01   1.39088568e-01  -1.99193605e-01
    1.71486105e-02   1.53260600e-01]
 [  1.06930554e-02   2.30938676e-01   4.00007603e-01   1.93786638e-01
    1.35037831e-01   2.53462052e-02   1.00961133e-01  -6.98236366e-02
    1.48801011e-01  -4.78268312e-02]
 [  4.36448327e-02   3.95203228e-02   1.83676785e-02   9.54870724e-02
   -1.03307372e-01  -1.04129609e-01   1.04517178e-01  -1.61737199e-01
    5.26649744e-02   1.25459606e-01]
 [ -6.91772806e-02   1.93930845e-01   2.86363758e-01  -1.25282021e-01
   -3.00828786e-03  -3.89548952e-02  -2.72094123e-02   1.04202176e-01
   -2.42500324e-01  -3.72147416e-03]
 [ -9.25432427e-02  -5.13313838e-04   2.00353640e-01  -3.57749242e-02
   -8.82591497e-02  -1.22642413e-01  -1.62271807e-01  -1.40667803e-01
   -2.18012608e-01   1.52445680e-02]
 [  9.80119412e-02  -2.84914971e-01   7.67956438e-02   8.18422135e-02
    5.19320041e-02   1.52936549e-01   1.90180437e-01   2.35934167e-02
   -1.09141792e-01   1.82892544e-01]]
final_inputs_run [[-0.0360938 ]
 [ 0.1626779 ]
 [ 0.35096075]
 ..., 
 [ 0.07704792]
 [-0.1115551 ]
 [-0.16812688]]
final_outputs_run [[-0.0360938 ]
 [ 0.1626779 ]
 [ 0.35096075]
 ..., 
 [ 0.07704792]
 [-0.1115551 ]
 [-0.16812688]]
Progress: 0.6% ... Training loss: 0.657 ... Validation loss: 1.103[-0.52748502]
[ 0.2072291]
[-0.32734376]
[-0.08615375]
[-0.32852688]
[-0.7198277]
[-0.88731544]
[ 0.32132756]
[ 2.50108421]
[ 0.49578191]
[-0.43708006]
[-1.00277283]
[-0.07393436]
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[-0.77783624]
[-0.18454237]
[-0.84211827]
[-0.30804523]
[-0.05302367]
[-0.34240384]
[-0.57800616]
[-0.52593791]
[ 1.65274486]
[ 0.87244566]
[-0.19810617]
[-0.56152139]
[-0.31928015]
[-0.3689224]
[-0.75682506]
[-0.65726756]
[-0.64734151]
[ 0.61088892]
[-0.37064462]
[ 0.31045233]
[-0.37386435]
[ 1.04362631]
[-0.48952615]
[ 0.37112176]
[-1.26306996]
[-0.08898421]
[ 0.05351577]
[-0.08331569]
[-0.1659038]
[-0.00445073]
[-0.5427146]
[ 0.42382596]
[ 0.08967075]
[-0.11358556]
[-0.27015915]
[ 2.0945286]
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[-0.71568283]
[-0.56768619]
[-0.03997947]
[-0.58871871]
[-0.02062742]
[-0.77207217]
[-0.84927093]
[-0.03580542]
[-0.69407203]
[ 0.18446985]
[-0.11342178]
[-0.7399407]
[-0.02983999]
[ 1.25896919]
[ 1.33755537]
[-0.74263214]
[ 2.36245628]
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[ 0.09691543]
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[-0.72353924]
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[ 0.15582927]
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[ 0.89097162]
[ 1.29636592]
[ 3.23970517]
[ 0.02320623]
[ 0.11948075]
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[ 2.15416202]
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[ 0.70064747]
[ 0.36005602]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
15426          0          0          1          0          0          0   
15427          0          0          0          1          0          0   
15428          0          0          0          1          0          0   
15429          0          0          0          1          0          0   
15430          0          0          0          1          0          0   
15431          0          0          0          1          0          0   
15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
12             1  
13             1  
14             1  
15             1  
16             1  
17             1  
18             1  
19             1  
20             1  
21             1  
22             1  
23             1  
24             0  
25             0  
26             0  
27             0  
28             0  
29             0  
...          ...  
15405          0  
15406          0  
15407          0  
15408          0  
15409          0  
15410          0  
15411          0  
15412          0  
15413          0  
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15415          0  
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15417          0  
15418          0  
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15420          0  
15421          0  
15422          0  
15423          0  
15424          0  
15425          0  
15426          0  
15427          0  
15428          0  
15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
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    5.26776695e-02   1.25385491e-01]
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    5.15271915e-02   1.53001653e-01   1.90249501e-01   2.35270535e-02
   -1.09153649e-01   1.83012228e-01]]
final_inputs_run [[-0.08607419]
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 ..., 
 [ 0.02653025]
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final_outputs_run [[-0.08607419]
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 ..., 
 [ 0.02653025]
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Progress: 0.6% ... Training loss: 0.658 ... Validation loss: 1.135[ 0.6171479]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15426         0         1             0    ...          0      0      1   
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15433         0         1             0    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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[15435 rows x 56 columns]
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 [ -1.96800079e-01  -2.01525224e-02   2.50899440e-02   9.34248576e-02
   -1.46439621e-01   8.43668689e-02   5.20293344e-02   2.12615851e-01
    1.34835788e-01  -2.22024556e-02]
 [ -1.54057325e-01   1.43514082e-01   2.45168326e-01  -1.67293185e-02
    1.07072735e-01   3.52975007e-02   1.04392765e-01  -1.32426537e-01
    1.96983682e-01  -6.70947865e-02]
 [  2.02579914e-01  -6.63961467e-02  -1.78750449e-02  -2.16899196e-01
    2.91962456e-02   1.54837486e-01  -4.04164003e-02  -2.64704021e-02
    1.06201806e-01   7.41754713e-02]
 [  5.49381398e-02   4.77865261e-02  -2.77795885e-01  -2.11285886e-01
    3.15014544e-01  -9.14017654e-02   1.22101823e-01   4.67897147e-02
   -8.56035577e-03  -5.66079722e-02]
 [ -1.43745558e-01   1.08914000e-01  -2.40504005e-01   7.44390304e-02
    1.82093735e-01  -5.69793581e-02   6.82227553e-02  -1.03698089e-01
    2.09831291e-01   2.05145185e-01]
 [  1.19128110e-01   1.99233085e-01   2.36256439e-02  -4.83086171e-02
    5.58992560e-03   2.15270384e-01  -4.71610071e-02  -2.24169377e-01
   -8.73524324e-02   1.66556140e-01]
 [ -1.14477064e-02  -3.00128256e-02  -7.79967519e-03  -1.46560743e-01
    1.96347165e-01   2.71869399e-02   3.25638261e-02  -1.29347374e-01
    1.15291773e-01   7.09084498e-02]
 [  8.14047386e-02  -1.95794373e-02  -1.68334563e-01  -2.41776187e-01
   -1.40090505e-01   1.38317395e-01   1.41664312e-01  -1.91617404e-02
    2.44761085e-01   5.53150986e-02]
 [ -4.68535302e-02  -8.94091158e-02  -1.43254241e-01   1.45033013e-01
   -4.11554714e-02  -3.98752911e-02  -2.88941818e-02   1.17353601e-01
   -9.20441132e-02   1.87248768e-01]
 [  1.43674962e-01   1.69065899e-01  -5.09535939e-02   2.13023454e-01
   -1.04263800e-01  -5.28481650e-02  -6.47056072e-02   1.59279939e-01
    1.09314325e-01   2.89181198e-01]
 [ -2.33074799e-01   2.56374976e-02  -1.50275725e-01   8.06619283e-02
   -1.05658410e-01  -1.32920219e-01  -1.61826793e-01   5.96208915e-02
    1.21208590e-01  -2.61168150e-01]
 [  5.66876064e-02  -6.56015077e-02  -5.90653208e-02  -1.19222889e-01
   -5.07757038e-02  -8.37994261e-02   7.63730965e-02  -3.94210814e-05
   -1.79644693e-01   7.12271667e-02]
 [  9.27050942e-02  -1.81915158e-01  -1.20546869e-02  -1.30301036e-01
   -2.07116143e-01  -9.18854889e-02   1.71154084e-01  -8.09290772e-02
   -1.10371155e-01   5.79188783e-02]
 [ -4.60599150e-02   8.28607310e-02  -8.69586266e-02   2.56850184e-02
    5.18376927e-02   6.45247264e-02   3.53643716e-02   1.59818801e-01
    2.68208802e-01  -3.75681490e-02]
 [ -1.25340235e-01  -1.81104103e-01  -4.04331002e-02  -1.88647221e-01
    2.76439936e-01   3.97840378e-04   1.62596782e-01  -2.66181902e-03
   -6.26662846e-02  -6.47892291e-02]
 [ -2.31722241e-01  -2.40544773e-01  -1.16832461e-01   3.25731630e-02
    8.51106055e-03  -4.09349409e-02  -1.40289278e-01   7.10432822e-02
   -1.58494160e-01  -2.13974238e-01]
 [  2.09745988e-01   2.45657930e-01  -6.87647975e-03  -1.90686084e-02
   -4.00516416e-02   6.90688407e-02  -5.32225464e-02  -1.01768419e-01
   -7.79989802e-03  -2.70757064e-02]
 [  3.87700941e-02   1.41910806e-02  -2.13768163e-01   9.97486500e-02
    1.55055178e-01  -6.20821515e-02   1.70203742e-01   2.37864528e-02
   -1.29224466e-02  -1.73588990e-01]
 [  2.31090156e-02   1.68929758e-01   1.50625456e-01  -3.96626973e-02
   -2.28107083e-01  -1.75117777e-02  -1.72181053e-02   7.62634296e-02
   -1.53678994e-01  -3.89973582e-02]
 [  1.34472910e-01   2.56998642e-02  -1.69213202e-02  -8.99485403e-02
   -1.26618024e-01   6.47399467e-02  -9.60534206e-02   5.66940466e-02
    2.16506400e-02   4.62407720e-02]
 [ -1.42266356e-01   1.67639409e-01   1.19590126e-01   4.37193377e-02
    1.50196049e-01  -1.53195919e-01  -1.51246126e-01  -1.38664430e-01
    3.45158701e-04   1.42244982e-01]
 [  1.78999657e-01   2.36101248e-01   8.37928803e-02   1.28964616e-01
   -7.52523507e-02  -2.53256542e-01  -7.80546739e-02  -9.16720247e-02
   -1.13331002e-01   1.53976391e-01]
 [  2.61044654e-02  -1.61468063e-01   8.98610719e-02   1.91398155e-01
   -2.71127390e-02  -1.76483364e-02  -1.02430565e-01   4.67558277e-02
    1.27513275e-01  -1.69831347e-01]
 [  8.81969081e-02   5.82614052e-02   8.20278391e-02  -4.41739742e-02
   -2.26642578e-01   2.33388451e-01   3.47336190e-02   5.87203962e-02
    1.41236818e-01  -3.03720503e-01]
 [  2.81091266e-01  -1.04935370e-01  -5.32321882e-02  -2.30154033e-01
    2.83550583e-01  -6.31926366e-02  -5.42727982e-02   1.45127356e-01
    1.30169063e-01  -2.12238115e-01]
 [ -1.62804426e-01  -7.21619478e-02  -3.49063983e-02   3.00683896e-02
    2.26487363e-01  -1.43878508e-01  -1.14284671e-01   1.11160327e-01
    3.38958113e-01  -1.84617572e-01]
 [  2.63871134e-01   2.43474692e-02  -1.38732641e-01   1.90586211e-01
    1.38626445e-01  -1.36889738e-01  -8.47373369e-02  -1.10787728e-01
    2.37176465e-02  -5.02589280e-02]
 [ -2.76730201e-01  -1.67810429e-01   2.62213705e-01   3.33499717e-03
   -1.10695148e-01   8.98001436e-02   1.28775901e-01   1.69448547e-01
   -1.39127167e-02  -7.81573480e-02]
 [  1.09125027e-01  -2.14969362e-03   2.52666221e-01  -2.33243280e-01
    2.21680349e-02   8.49577928e-02   9.90831241e-02   1.75495904e-01
    9.22661162e-02  -1.06233293e-01]
 [  1.26497875e-01   8.01549093e-02  -8.86825097e-02  -1.14855367e-01
   -1.67399713e-01   1.95333756e-01   6.26178557e-02  -1.86943511e-01
   -1.09402079e-01   7.26779214e-04]
 [ -1.93745236e-01   1.01153565e-01  -1.72704158e-01  -8.94910250e-02
   -2.43594488e-01   5.55444960e-02   1.57455604e-01   1.17003848e-01
    2.88797005e-02   1.74871245e-02]
 [  2.35084288e-02   7.79478077e-02   1.47209867e-03   5.48603166e-02
   -4.65712697e-02   1.58083028e-01  -2.95026236e-01  -5.05571582e-02
   -3.65276830e-02  -1.64784361e-01]
 [  1.97647804e-02   5.18749833e-03   2.01120748e-01  -1.49163668e-01
   -5.36760812e-02  -1.94125717e-01   1.39489919e-01  -1.99606916e-01
    1.70637962e-02   1.54040066e-01]
 [  1.06655452e-02   2.30895141e-01   4.00059888e-01   1.93743293e-01
    1.34979804e-01   2.53465504e-02   1.00918431e-01  -6.98035804e-02
    1.48790848e-01  -4.78352748e-02]
 [  4.29856679e-02   3.90233070e-02   1.88852550e-02   9.49856924e-02
   -1.02403988e-01  -1.04490640e-01   1.04115360e-01  -1.61395445e-01
    5.27361559e-02   1.24841852e-01]
 [ -6.78090737e-02   1.94946823e-01   2.85370872e-01  -1.24195123e-01
   -5.32491599e-03  -3.83017242e-02  -2.64817466e-02   1.03540965e-01
   -2.42641371e-01  -2.38808893e-03]
 [ -9.23982415e-02  -4.17179094e-04   2.00196858e-01  -3.55723891e-02
   -8.91859259e-02  -1.22563379e-01  -1.62228386e-01  -1.40710067e-01
   -2.18014120e-01   1.54385996e-02]
 [  9.79836450e-02  -2.84938322e-01   7.68915702e-02   8.17655357e-02
    5.18409797e-02   1.52884215e-01   1.90107055e-01   2.36337587e-02
   -1.09130770e-01   1.82826755e-01]]
final_inputs_run [[-1.00055044]
 [-1.00093791]
 [-1.04814845]
 ..., 
 [-0.41470822]
 [-0.34063488]
 [-0.20163414]]
final_outputs_run [[-1.00055044]
 [-1.00093791]
 [-1.04814845]
 ..., 
 [-0.41470822]
 [-0.34063488]
 [-0.20163414]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
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Progress: 0.6% ... Training loss: 0.658 ... Validation loss: 1.141[-0.29396088]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
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final_inputs_run [[-0.91463067]
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 ..., 
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final_outputs_run [[-0.91463067]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
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16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
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...          ...  
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[1440 rows x 56 columns]
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   -1.82561591e-01   1.46310113e-01]
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 [  7.54878855e-02   1.36306511e-01  -1.39983480e-02  -1.13714493e-02
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   -3.55224584e-03   1.13360731e-01]
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   -8.73174893e-02   1.66211686e-01]
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   -9.20855083e-02   1.87698202e-01]
 [  1.44062628e-01   1.69345087e-01  -5.12503778e-02   2.13346128e-01
   -1.05160770e-01  -5.26630734e-02  -6.44978804e-02   1.59097891e-01
    1.09279918e-01   2.89538980e-01]
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   -1.06957431e-01  -1.32643447e-01  -1.61528516e-01   5.93530885e-02
    1.21159810e-01  -2.60660959e-01]
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   -5.23232712e-02  -8.34603092e-02   7.67374154e-02  -3.67710091e-04
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   -2.08679108e-01  -9.15604651e-02   1.71498194e-01  -8.12513342e-02
   -1.10430057e-01   5.85679393e-02]
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    2.68188091e-01  -3.73242339e-02]
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   -6.26230472e-02  -6.52549421e-02]
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   -1.58289481e-01  -2.16164945e-01]
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   -7.77984694e-03  -2.72675538e-02]
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   -1.29250396e-02  -1.73560407e-01]
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   -1.25799149e-01   6.44975846e-02  -9.63196247e-02   5.69221200e-02
    2.16952590e-02   4.58015731e-02]
 [ -1.42277250e-01   1.67647962e-01   1.19598849e-01   4.37167775e-02
    1.50295899e-01  -1.53195107e-01  -1.51243189e-01  -1.38669175e-01
    3.44175087e-04   1.42243010e-01]
 [  1.78441838e-01   2.35700740e-01   8.41975247e-02   1.28517027e-01
   -7.41123893e-02  -2.53524130e-01  -7.83700586e-02  -9.13835041e-02
   -1.13277661e-01   1.53424480e-01]
 [  2.60289064e-02  -1.61525662e-01   8.99215024e-02   1.91335774e-01
   -2.69625958e-02  -1.76873189e-02  -1.02474389e-01   4.67932419e-02
    1.27520580e-01  -1.69901916e-01]
 [  8.79058745e-02   5.80398407e-02   8.22654536e-02  -4.44024063e-02
   -2.26031869e-01   2.33242994e-01   3.45712978e-02   5.88638494e-02
    1.41263716e-01  -3.03984401e-01]
 [  2.80389127e-01  -1.05398773e-01  -5.27400145e-02  -2.30675266e-01
    2.84692911e-01  -6.35367588e-02  -5.46543941e-02   1.45455326e-01
    1.30231192e-01  -2.12858989e-01]
 [ -1.64798391e-01  -7.38059899e-02  -3.32155863e-02   2.82225365e-02
    2.31048184e-01  -1.44869110e-01  -1.15466833e-01   1.12222706e-01
    3.39142823e-01  -1.86674344e-01]
 [  2.63538978e-01   2.41015643e-02  -1.38487558e-01   1.90301809e-01
    1.39259568e-01  -1.37045269e-01  -8.49164566e-02  -1.10624598e-01
    2.37468236e-02  -5.05726090e-02]
 [ -2.76810019e-01  -1.67877010e-01   2.62271222e-01   3.26116916e-03
   -1.10494827e-01   8.97563281e-02   1.28726301e-01   1.69491307e-01
   -1.39043929e-02  -7.82385465e-02]
 [  1.09149231e-01  -2.12737145e-03   2.52655895e-01  -2.33228442e-01
    2.20947020e-02   8.49690984e-02   9.90958578e-02   1.75482969e-01
    9.22634834e-02  -1.06207553e-01]
 [  1.26446295e-01   8.01187352e-02  -8.86433500e-02  -1.14893607e-01
   -1.67290946e-01   1.95309377e-01   6.25919931e-02  -1.86920164e-01
   -1.09397798e-01   6.77593502e-04]
 [ -1.93333468e-01   1.01487514e-01  -1.73041862e-01  -8.91241500e-02
   -2.44522333e-01   5.57680200e-02   1.57689847e-01   1.16789391e-01
    2.88400122e-02   1.79213879e-02]
 [  2.35566027e-02   7.79936069e-02   1.45454798e-03   5.49686863e-02
   -4.71346372e-02   1.58103747e-01  -2.95019846e-01  -5.05757812e-02
   -3.65283861e-02  -1.64657045e-01]
 [  1.83376284e-02   4.06849986e-03   2.02235676e-01  -1.50381610e-01
   -5.05292516e-02  -1.94818030e-01   1.38675134e-01  -1.98876043e-01
    1.71988780e-02   1.52634338e-01]
 [  9.43433939e-03   2.29972463e-01   4.01019311e-01   1.92674408e-01
    1.37597906e-01   2.47421554e-02   1.00236470e-01  -6.92036830e-02
    1.48892236e-01  -4.90217362e-02]
 [  4.31376658e-02   3.91404511e-02   1.87954914e-02   9.51130239e-02
   -1.02805930e-01  -1.04413077e-01   1.04191437e-01  -1.61464835e-01
    5.27238505e-02   1.24982355e-01]
 [ -6.80769298e-02   1.94795872e-01   2.85537077e-01  -1.24407767e-01
   -4.70028574e-03  -3.84413824e-02  -2.66288845e-02   1.03671068e-01
   -2.42617291e-01  -2.63298667e-03]
 [ -9.31766076e-02  -1.02986575e-03   2.00833894e-01  -3.62838358e-02
   -8.72848957e-02  -1.22942857e-01  -1.62684520e-01  -1.40304604e-01
   -2.17939142e-01   1.46766079e-02]
 [  9.78868299e-02  -2.84965179e-01   7.69646552e-02   8.16930119e-02
    5.15676809e-02   1.52861113e-01   1.90019879e-01   2.36988270e-02
   -1.09117396e-01   1.82710735e-01]]
final_inputs_run [[-0.00644924]
 [ 0.19158548]
 [ 0.38098461]
 ..., 
 [ 0.10542396]
 [-0.08709485]
 [-0.14131561]]
final_outputs_run [[-0.00644924]
 [ 0.19158548]
 [ 0.38098461]
 ..., 
 [ 0.10542396]
 [-0.08709485]
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Progress: 0.7% ... Training loss: 0.654 ... Validation loss: 1.082[-1.05775138]
[-0.68417662]
[ 1.61874716]
[-0.04598116]
[-0.00010063]
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[-0.40136575]
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[ 0.19787002]
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[ 0.33311365]
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[-0.04319124]
[ 0.76450115]
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[ 3.04300716]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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final_inputs_run [[-0.99129389]
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final_outputs_run [[-0.99129389]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
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15445         0         1             0    ...          0      0      0   
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15449         0         1             1    ...          0      1      0   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
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16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
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16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
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16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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15436          0          0          0          1          0          0   
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...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16874          0          1          0          0          0          0   

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   -1.08594724e-01  -1.32307267e-01  -1.61168944e-01   5.89866734e-02
    1.21068729e-01  -2.60023393e-01]
 [  5.78523313e-02  -6.47505985e-02  -5.99729389e-02  -1.18251870e-01
   -5.35149485e-02  -8.32347833e-02   7.69843807e-02  -6.24145199e-04
   -1.79766987e-01   7.23477554e-02]
 [  9.42267508e-02  -1.80802530e-01  -1.32178965e-02  -1.29031233e-01
   -2.10812256e-01  -9.11517807e-02   1.71931003e-01  -8.17041659e-02
   -1.10539609e-01   5.93983752e-02]
 [ -4.55235964e-02   8.32400524e-02  -8.73778271e-02   2.61243597e-02
    5.05350301e-02   6.47816810e-02   3.56317397e-02   1.59556148e-01
    2.68151629e-01  -3.70510693e-02]
 [ -1.25525457e-01  -1.81278995e-01  -4.02723604e-02  -1.88820169e-01
    2.76721361e-01   2.95029706e-04   1.62458435e-01  -2.55373582e-03
   -6.26550908e-02  -6.50015719e-02]
 [ -2.34691514e-01  -2.42750465e-01  -1.14571439e-01   3.00447386e-02
    1.55862524e-02  -4.24034748e-02  -1.41898622e-01   7.25296807e-02
   -1.58197176e-01  -2.16875324e-01]
 [  2.09466923e-01   2.45488175e-01  -6.67278188e-03  -1.92999557e-02
   -3.93498506e-02   6.89248291e-02  -5.33768969e-02  -1.01629517e-01
   -7.77229942e-03  -2.73166853e-02]
 [  3.86287805e-02   1.40821918e-02  -2.13642591e-01   9.96228666e-02
    1.55274148e-01  -6.21586136e-02   1.70121537e-01   2.38719078e-02
   -1.28996037e-02  -1.73741806e-01]
 [  2.32105170e-02   1.68969129e-01   1.50587553e-01  -3.96416879e-02
   -2.28280871e-01  -1.74781330e-02  -1.71769095e-02   7.62285865e-02
   -1.53686680e-01  -3.89018462e-02]
 [  1.34055805e-01   2.53889294e-02  -1.65635299e-02  -9.02709992e-02
   -1.25963512e-01   6.45217293e-02  -9.62774682e-02   5.68809967e-02
    2.16854550e-02   4.58709152e-02]
 [ -1.41834340e-01   1.67975574e-01   1.19279864e-01   4.40695855e-02
    1.49309126e-01  -1.52975899e-01  -1.51013215e-01  -1.38904374e-01
    2.87131098e-04   1.42680562e-01]
 [  1.78409273e-01   2.35684276e-01   8.42251676e-02   1.28489685e-01
   -7.40151422e-02  -2.53540831e-01  -7.83864017e-02  -9.13677818e-02
   -1.13273336e-01   1.53393713e-01]
 [  2.63411620e-02  -1.61281253e-01   8.96464351e-02   1.91634459e-01
   -2.76476699e-02  -1.75096199e-02  -1.02270142e-01   4.66001185e-02
    1.27469034e-01  -1.69556677e-01]
 [  8.78229063e-02   5.79812637e-02   8.23278981e-02  -4.44623545e-02
   -2.25802915e-01   2.33204853e-01   3.45313323e-02   5.89040457e-02
    1.41273698e-01  -3.04059027e-01]
 [  2.79637412e-01  -1.06005806e-01  -5.20938868e-02  -2.31246176e-01
    2.85852284e-01  -6.38992875e-02  -5.50938260e-02   1.45888508e-01
    1.30341144e-01  -2.13536339e-01]
 [ -1.65688932e-01  -7.45091602e-02  -3.24480697e-02   2.74313635e-02
    2.32992110e-01  -1.45336741e-01  -1.15979103e-01   1.12729988e-01
    3.39260509e-01  -1.87568075e-01]
 [  2.62376923e-01   2.32390075e-02  -1.37551340e-01   1.89310739e-01
    1.41264537e-01  -1.37609904e-01  -8.55369556e-02  -1.09987527e-01
    2.39036615e-02  -5.16689722e-02]
 [ -2.76839470e-01  -1.67909141e-01   2.62306818e-01   3.23034100e-03
   -1.10381731e-01   8.97367096e-02   1.28705683e-01   1.69509837e-01
   -1.38992364e-02  -7.82748211e-02]
 [  1.09276745e-01  -2.02814842e-03   2.52558080e-01  -2.33125636e-01
    2.17716743e-02   8.50322580e-02   9.91671497e-02   1.75410893e-01
    9.22452036e-02  -1.06079286e-01]
 [  1.26726671e-01   8.03216639e-02  -8.88689062e-02  -1.14666542e-01
   -1.67961290e-01   1.95445058e-01   6.27306889e-02  -1.87065903e-01
   -1.09433602e-01   9.51329141e-04]
 [ -1.92858329e-01   1.01856313e-01  -1.73457361e-01  -8.87109424e-02
   -2.45658868e-01   5.60114595e-02   1.57953155e-01   1.16509918e-01
    2.87718758e-02   1.84061065e-02]
 [  2.45049248e-02   7.86665339e-02   6.85561046e-04   5.57777762e-02
   -4.95547458e-02   1.58564839e-01  -2.94554897e-01  -5.10748561e-02
   -3.66511544e-02  -1.63727732e-01]
 [  1.94362780e-02   4.85026313e-03   2.01381642e-01  -1.49549290e-01
   -5.30186758e-02  -1.94313939e-01   1.39232598e-01  -1.99459111e-01
    1.70562227e-02   1.53714321e-01]
 [  8.02264847e-03   2.28864145e-01   4.02235571e-01   1.91418561e-01
    1.39813734e-01   2.40244166e-02   9.94464751e-02  -6.84285277e-02
    1.49085568e-01  -5.03507747e-02]
 [  4.31174062e-02   3.90979596e-02   1.88323449e-02   9.50509531e-02
   -1.02835159e-01  -1.04442279e-01   1.04149359e-01  -1.61429210e-01
    5.27312598e-02   1.24960044e-01]
 [ -6.72378511e-02   1.95384520e-01   2.84831941e-01  -1.23646154e-01
   -6.71387813e-03  -3.80312735e-02  -2.61796505e-02   1.03235397e-01
   -2.42729777e-01  -1.76764843e-03]
 [ -9.26493735e-02  -5.75349985e-04   2.00345665e-01  -3.57935892e-02
   -8.87761406e-02  -1.22645537e-01  -1.62350546e-01  -1.40639692e-01
   -2.18022366e-01   1.52392215e-02]
 [  9.85837809e-02  -2.84467843e-01   7.63806318e-02   8.22819670e-02
    4.97982982e-02   1.53207679e-01   1.90372288e-01   2.33205288e-02
   -1.09209448e-01   1.83407943e-01]]
final_inputs_run [[-0.06836646]
 [ 0.13035463]
 [ 0.32212585]
 ..., 
 [ 0.04424768]
 [-0.15192016]
 [-0.20734339]]
final_outputs_run [[-0.06836646]
 [ 0.13035463]
 [ 0.32212585]
 ..., 
 [ 0.04424768]
 [-0.15192016]
 [-0.20734339]]
Progress: 0.7% ... Training loss: 0.653 ... Validation loss: 1.121[-0.20537252]
[ 0.09893999]
[-0.84493043]
[ 0.44971822]
[-0.70286598]
[-0.27882351]
[-0.64360833]
[-0.5682572]
[ 0.78523674]
[-0.51883678]
[-0.03537758]
[ 1.38536952]
[ 0.07611822]
[-0.83732613]
[-0.77958495]
[ 0.50724505]
[-0.82572935]
[ 0.34501614]
[ 0.06867549]
[ 0.42030659]
[ 0.50100563]
[-0.00695643]
[ 1.59097083]
[-0.35930909]
[-0.08338069]
[-0.31959057]
[ 0.02700381]
[ 0.6068774]
[ 1.62214869]
[-0.19872961]
[-0.72593681]
[ 0.28744715]
[-0.41545919]
[ 0.20996855]
[-0.87534598]
[-0.71471498]
[ 0.49531376]
[ 0.68796001]
[ 0.22991745]
[-0.24741412]
[ 0.34665501]
[ 0.82832772]
[-0.83966835]
[-0.28478753]
[-0.11295067]
[-0.69091887]
[ 0.827557]
[-0.42488018]
[-0.15021509]
[-0.839518]
[ 0.50016888]
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[ 0.9449884]
[-0.75544561]
[-0.6901656]
[-1.0618965]
[-0.69014125]
[-0.90096904]
[-0.43209689]
[-0.18990416]
[ 0.48456321]
[ 0.02986334]
[ 1.196688]
[ 1.77444083]
[-0.16249517]
[ 0.4439073]
[ 0.00266939]
[ 0.35918682]
[ 0.24087529]
[ 0.77520137]
[ 1.53469257]
[-0.81262146]
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[-0.39591237]
[ 0.13601461]
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[ 0.09600472]
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[-0.00952934]
[-1.02952653]
[ 0.42324118]
[-0.34592891]
[ 0.89290002]
[-0.7264467]
[ 0.09289531]
[ 1.26327072]
[ 2.5210319]
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[ 1.37410554]
[ 0.03885075]
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[ 1.31918967]
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[ 0.90893751]
[ 2.02735514]
[ 0.57067697]
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[ 0.22847445]
[ 0.10835779]
[-0.42573956]
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[ 0.31427446]
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[ 0.96793718]
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[ 0.35991756]
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[ 0.03801755]
[-0.35370997]
[-0.54609968]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
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 [  1.09326171e-01  -1.98903983e-03   2.52522034e-01  -2.33088614e-01
    2.16430062e-02   8.50563079e-02   9.91971789e-02   1.75382960e-01
    9.22394977e-02  -1.06031732e-01]
 [  1.26727653e-01   8.03271855e-02  -8.88720332e-02  -1.14659459e-01
   -1.68005986e-01   1.95448455e-01   6.27342324e-02  -1.87068782e-01
   -1.09434247e-01   9.52135648e-04]
 [ -1.92666884e-01   1.02007579e-01  -1.73613119e-01  -8.85434114e-02
   -2.46158134e-01   5.61125707e-02   1.58060702e-01   1.16410487e-01
    2.87514016e-02   1.86104093e-02]
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   -5.04453922e-02   1.58693151e-01  -2.94416396e-01  -5.12117755e-02
   -3.66768253e-02  -1.63437000e-01]
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   -5.39557312e-02  -1.94107020e-01   1.39458101e-01  -1.99679985e-01
    1.70120460e-02   1.54163079e-01]
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    1.40323597e-01   2.37997821e-02   9.91887383e-02  -6.82093556e-02
    1.49134900e-01  -5.06802749e-02]
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    5.27091616e-02   1.25154736e-01]
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   -2.17964719e-01   1.48847933e-02]
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    4.80819940e-02   1.53505479e-01   1.90654978e-01   2.30289323e-02
   -1.09268036e-01   1.84005755e-01]]
final_inputs_run [[-0.07273953]
 [ 0.12357761]
 [ 0.31561542]
 ..., 
 [ 0.03725144]
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final_outputs_run [[-0.07273953]
 [ 0.12357761]
 [ 0.31561542]
 ..., 
 [ 0.03725144]
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Progress: 0.7% ... Training loss: 0.653 ... Validation loss: 1.124[-0.45163284]
[ 0.72806366]
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[ 1.20834088]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
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19            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
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15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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6              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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1              1  
2              1  
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4              1  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -2.78488899e-01  -1.31849864e-01   4.68705384e-02  -9.30076206e-02
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   -2.42372233e-01   8.20680480e-03]
 [ -1.47428051e-01   5.93127015e-02   4.14405744e-04  -1.36002473e-01
   -4.80539876e-02  -2.46544438e-02   5.76781570e-02   6.88587102e-02
   -1.82515883e-01   1.45934611e-01]
 [  2.54206122e-01  -2.15295697e-01  -8.69367846e-02   7.78901424e-02
    1.56658926e-01   4.18979766e-02  -5.65925811e-02  -6.10837860e-02
    2.54151640e-01   2.43839109e-02]
 [ -9.28241817e-02   1.49533434e-01  -5.05441224e-02   2.51836435e-02
    1.23384456e-01  -9.66931477e-02   1.52350813e-03  -2.85421647e-02
    4.58821800e-02   1.34867709e-01]
 [  7.58180388e-02   1.36502507e-01  -1.41383823e-02  -1.12082985e-02
    8.69569809e-02  -4.31107754e-02  -2.55513436e-01   2.53509686e-01
   -1.40031189e-01  -3.51850031e-02]
 [ -1.87161350e-02   3.02746372e-01  -1.27776538e-01   4.85714121e-02
    4.52262977e-02  -4.41847698e-02  -7.53780181e-02  -2.69783061e-01
   -8.30329095e-02  -1.17595096e-01]
 [ -6.93774030e-02   1.43951504e-01  -9.36542263e-02  -2.96152509e-01
   -1.70056952e-01  -3.10026455e-01   4.40089324e-02  -8.20072266e-02
   -8.53142677e-02  -1.75095157e-01]
 [  8.72529010e-02   2.90447645e-02  -7.60746884e-02  -8.71689401e-02
   -1.30203658e-01  -2.42486700e-02   6.92536833e-02   3.57123574e-02
   -3.61690382e-03   1.13837310e-01]
 [ -1.94907353e-01  -1.86988253e-02   2.34476489e-02   9.51094651e-02
   -1.51871968e-01   8.53250129e-02   5.30628519e-02   2.11603142e-01
    1.34613988e-01  -2.01367416e-02]
 [ -1.53361132e-01   1.43955787e-01   2.44602416e-01  -1.61574861e-02
    1.04912795e-01   3.56251038e-02   1.04692235e-01  -1.32754366e-01
    1.96922354e-01  -6.63629955e-02]
 [  2.02629019e-01  -6.64353536e-02  -1.78409375e-02  -2.16949659e-01
    2.82139789e-02   1.54809639e-01  -4.04537711e-02  -2.64443478e-02
    1.06201740e-01   7.42073267e-02]
 [  5.46080302e-02   4.75532572e-02  -2.77498301e-01  -2.11348768e-01
    3.14016336e-01  -9.15548417e-02   1.21846721e-01   4.69447459e-02
   -8.52950977e-03  -5.67027859e-02]
 [ -1.44540730e-01   1.08281360e-01  -2.39849883e-01   7.37273302e-02
    1.83803321e-01  -5.73953398e-02   6.77591293e-02  -1.03282135e-01
    2.09914121e-01   2.04284404e-01]
 [  1.18271978e-01   1.98696893e-01   2.42243788e-02  -4.89801324e-02
    7.61043880e-03   2.14837615e-01  -4.76156792e-02  -2.23762599e-01
   -8.72729052e-02   1.65799673e-01]
 [ -1.13604384e-02  -2.99451528e-02  -7.86949001e-03  -1.46498980e-01
    1.96204788e-01   2.72277341e-02   3.26104918e-02  -1.29396697e-01
    1.15281904e-01   7.10019188e-02]
 [  8.36963409e-02  -1.78307760e-02  -1.70215698e-01  -2.39952866e-01
   -1.45453330e-01   1.39499111e-01   1.42915662e-01  -2.03870297e-02
    2.44503476e-01   5.76542433e-02]
 [ -4.49348531e-02  -8.79313878e-02  -1.44847582e-01   1.46733430e-01
   -4.60090266e-02  -3.89004689e-02  -2.78178213e-02   1.16337863e-01
   -9.22579769e-02   1.89237217e-01]
 [  1.45577261e-01   1.70448798e-01  -5.24878964e-02   2.14602244e-01
   -1.08732683e-01  -5.19456644e-02  -6.36957214e-02   1.58322479e-01
    1.09103718e-01   2.91050644e-01]
 [ -2.30911107e-01   2.73660037e-02  -1.52080024e-01   8.26358855e-02
   -1.11091892e-01  -1.31811384e-01  -1.60593610e-01   5.84430059e-02
    1.20964432e-01  -2.58955376e-01]
 [  5.90848485e-02  -6.38243236e-02  -6.09372758e-02  -1.17219862e-01
   -5.64339643e-02  -8.26270774e-02   7.76335776e-02  -1.23739222e-03
   -1.79887389e-01   7.35962001e-02]
 [  9.55190101e-02  -1.79847114e-01  -1.41899368e-02  -1.27959686e-01
   -2.13881105e-01  -9.05315722e-02   1.72607593e-01  -8.23297541e-02
   -1.10666945e-01   6.06764830e-02]
 [ -4.51236873e-02   8.35470719e-02  -8.77014525e-02   2.64752454e-02
    4.95433909e-02   6.49862987e-02   3.58496056e-02   1.59352219e-01
    2.68112375e-01  -3.66385838e-02]
 [ -1.26139361e-01  -1.81726420e-01  -3.97909235e-02  -1.89342686e-01
    2.77933608e-01  -1.90324665e-05   1.62117086e-01  -2.25108048e-03
   -6.25928041e-02  -6.56111295e-02]
 [ -2.35998547e-01  -2.43715310e-01  -1.13652241e-01   2.89655530e-02
    1.87804802e-02  -4.30535576e-02  -1.42603883e-01   7.31711066e-02
   -1.58071247e-01  -2.18191981e-01]
 [  2.08693007e-01   2.44941485e-01  -6.05701863e-03  -1.99594902e-02
   -3.74587904e-02   6.85447949e-02  -5.38070825e-02  -1.01244299e-01
   -7.69409414e-03  -2.80889816e-02]
 [  3.91885344e-02   1.44888462e-02  -2.14093869e-01   1.00089459e-01
    1.54249727e-01  -6.18785030e-02   1.70422721e-01   2.35845741e-02
   -1.29548957e-02  -1.73207014e-01]
 [  2.32950025e-02   1.69041281e-01   1.50557411e-01  -3.95787074e-02
   -2.28411592e-01  -1.74394442e-02  -1.71299558e-02   7.61841427e-02
   -1.53693760e-01  -3.87945258e-02]
 [  1.33911097e-01   2.52615815e-02  -1.64087360e-02  -9.04355538e-02
   -1.25450414e-01   6.44479727e-02  -9.63684415e-02   5.69679364e-02
    2.17012413e-02   4.57071844e-02]
 [ -1.41701254e-01   1.68054679e-01   1.19199233e-01   4.41611101e-02
    1.49073836e-01  -1.52919519e-01  -1.50957963e-01  -1.38957707e-01
    2.76136841e-04   1.42793361e-01]
 [  1.78021450e-01   2.35399855e-01   8.45898792e-02   1.28126057e-01
   -7.30783604e-02  -2.53774333e-01  -7.86144690e-02  -9.11645075e-02
   -1.13233013e-01   1.53017984e-01]
 [  2.64823556e-02  -1.61179608e-01   8.95711024e-02   1.91748606e-01
   -2.80156225e-02  -1.74465469e-02  -1.02205215e-01   4.65430719e-02
    1.27458865e-01  -1.69397060e-01]
 [  8.76575345e-02   5.78648267e-02   8.24679623e-02  -4.46109384e-02
   -2.25377193e-01   2.33123037e-01   3.44373018e-02   5.89875752e-02
    1.41290637e-01  -3.04223814e-01]
 [  2.77936724e-01  -1.07270961e-01  -5.08053814e-02  -2.32480648e-01
    2.88046493e-01  -6.47170748e-02  -5.60672322e-02   1.46749718e-01
    1.30523329e-01  -2.15077143e-01]
 [ -1.67119137e-01  -7.56275750e-02  -3.12427828e-02   2.62051713e-02
    2.35997778e-01  -1.46113994e-01  -1.16833931e-01   1.13518209e-01
    3.39413174e-01  -1.89035654e-01]
 [  2.60821608e-01   2.20750718e-02  -1.36326449e-01   1.88003699e-01
    1.44474880e-01  -1.38385940e-01  -8.64309009e-02  -1.09186879e-01
    2.40664502e-02  -5.32144280e-02]
 [ -2.76962348e-01  -1.68023768e-01   2.62427304e-01   3.11134814e-03
   -1.10101045e-01   8.96651122e-02   1.28627130e-01   1.69578269e-01
   -1.38850704e-02  -7.84114049e-02]
 [  1.09589174e-01  -1.79539176e-03   2.52393644e-01  -2.32934619e-01
    2.10191008e-02   8.51905726e-02   9.93411275e-02   1.75254861e-01
    9.22143675e-02  -1.05787383e-01]
 [  1.26931120e-01   8.04751645e-02  -8.90209092e-02  -1.14498115e-01
   -1.68490123e-01   1.95547754e-01   6.28375404e-02  -1.87162435e-01
   -1.09453509e-01   1.15100017e-03]
 [ -1.92389140e-01   1.02217489e-01  -1.73831296e-01  -8.83047036e-02
   -2.46871167e-01   5.62599209e-02   1.58214709e-01   1.16267993e-01
    2.87239237e-02   1.88976563e-02]
 [  2.52170111e-02   7.91473708e-02   2.32574060e-04   5.63023083e-02
   -5.14216190e-02   1.58873698e-01  -2.94240057e-01  -5.13809581e-02
   -3.67069691e-02  -1.63079328e-01]
 [  1.96594786e-02   5.10195585e-03   2.01181916e-01  -1.49293600e-01
   -5.38723923e-02  -1.94169080e-01   1.39392592e-01  -1.99636777e-01
    1.70215765e-02   1.54151942e-01]
 [  7.95475807e-03   2.28856093e-01   4.02289322e-01   1.91411029e-01
    1.39603777e-01   2.39639625e-02   9.93724403e-02  -6.83727709e-02
    1.49103055e-01  -5.03347344e-02]
 [  4.27216294e-02   3.88083891e-02   1.90805620e-02   9.47255676e-02
   -1.01675819e-01  -1.04668498e-01   1.03933082e-01  -1.61234938e-01
    5.27679810e-02   1.24558212e-01]
 [ -6.72616415e-02   1.95383066e-01   2.84904108e-01  -1.23682656e-01
   -7.50503299e-03  -3.80462066e-02  -2.62169499e-02   1.03238969e-01
   -2.42724402e-01  -1.75170753e-03]
 [ -9.31851203e-02  -9.97122500e-04   2.00832914e-01  -3.62001142e-02
   -8.82987878e-02  -1.22912529e-01  -1.62700596e-01  -1.40331905e-01
   -2.17953528e-01   1.47546826e-02]
 [  9.88604685e-02  -2.84266324e-01   7.62018353e-02   8.24889816e-02
    4.87529153e-02   1.53337200e-01   1.90445322e-01   2.32173940e-02
   -1.09231229e-01   1.83639744e-01]]
final_inputs_run [[-1.00102772]
 [-1.00131234]
 [-1.04768592]
 ..., 
 [-0.39117215]
 [-0.31257535]
 [-0.17778751]]
final_outputs_run [[-1.00102772]
 [-1.00131234]
 [-1.04768592]
 ..., 
 [-0.39117215]
 [-0.31257535]
 [-0.17778751]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
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15440          0          0          0          1          0          0   
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Progress: 0.7% ... Training loss: 0.652 ... Validation loss: 1.120[-0.5025286]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
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27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
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15414   1        0 -0.088219  0.325357   0.031898         0         0   
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15416   1        0  0.015647  0.221693  -0.456086         0         0   
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15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
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15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
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15427   1        0 -0.192085  1.310171  -0.821460         0         0   
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15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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       weekday_6  
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[15435 rows x 56 columns]
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final_inputs_run [[-0.93269122]
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 ..., 
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final_outputs_run [[-0.93269122]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
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15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
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16861          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
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...          ...  
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16864          0  
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16866          0  
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16869          0  
16870          0  
16871          0  
16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
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final_inputs_run [[-0.00065361]
 [ 0.19706797]
 [ 0.3855571 ]
 ..., 
 [ 0.1115751 ]
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final_outputs_run [[-0.00065361]
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 ..., 
 [ 0.1115751 ]
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Progress: 0.7% ... Training loss: 0.650 ... Validation loss: 1.078[-0.11621392]
[ 2.45818136]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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15435          0  
15436          0  
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[1440 rows x 56 columns]
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 [  5.37566636e-02   4.68584830e-02  -2.76676868e-01  -2.12042069e-01
    3.14883513e-01  -9.19557444e-02   1.21356396e-01   4.74394456e-02
   -8.40042297e-03  -5.74988177e-02]
 [ -1.45009591e-01   1.07922448e-01  -2.39406442e-01   7.33113696e-02
    1.84638613e-01  -5.76367167e-02   6.75009582e-02  -1.03010431e-01
    2.09987721e-01   2.03770479e-01]
 [  1.18339213e-01   1.98746131e-01   2.41661453e-02  -4.89231304e-02
    7.46079639e-03   2.14869180e-01  -4.75824954e-02  -2.23796374e-01
   -8.72783914e-02   1.65863080e-01]
 [ -1.12605903e-02  -2.98596489e-02  -7.95740375e-03  -1.46416228e-01
    1.95929305e-01   2.72819280e-02   3.26677918e-02  -1.29460695e-01
    1.15263542e-01   7.11099843e-02]
 [  8.39872828e-02  -1.75869809e-02  -1.70501765e-01  -2.39709447e-01
   -1.46265038e-01   1.39651346e-01   1.43097984e-01  -2.05701562e-02
    2.44459287e-01   5.79806496e-02]
 [ -4.44675496e-02  -8.75784290e-02  -1.45239795e-01   1.47139994e-01
   -4.70563228e-02  -3.86671619e-02  -2.75643641e-02   1.16089424e-01
   -9.23127858e-02   1.89720720e-01]
 [  1.46622120e-01   1.71206813e-01  -5.33001169e-02   2.15460421e-01
   -1.11076073e-01  -5.14357897e-02  -6.31367550e-02   1.57791067e-01
    1.08987438e-01   2.92062701e-01]
 [ -2.29536662e-01   2.83904597e-02  -1.53163582e-01   8.37968158e-02
   -1.14384438e-01  -1.31115439e-01  -1.59834170e-01   5.77225717e-02
    1.20807856e-01  -2.57561259e-01]
 [  5.99844791e-02  -6.31494386e-02  -6.16556923e-02  -1.16467164e-01
   -5.85095983e-02  -8.21672452e-02   7.81280875e-02  -1.70808264e-03
   -1.79992158e-01   7.44934326e-02]
 [  9.68578555e-02  -1.78850429e-01  -1.53022822e-02  -1.26835703e-01
   -2.17198663e-01  -8.98913108e-02   1.73312900e-01  -8.30397568e-02
   -1.10835512e-01   6.20272555e-02]
 [ -4.44532707e-02   8.40342204e-02  -8.82465160e-02   2.70474457e-02
    4.78787498e-02   6.53233764e-02   3.62108164e-02   1.59004052e-01
    2.68040270e-01  -3.59531712e-02]
 [ -1.26755715e-01  -1.82186876e-01  -3.93419110e-02  -1.89850307e-01
    2.79447006e-01  -3.07965029e-04   1.61810046e-01  -1.95808436e-03
   -6.25397076e-02  -6.62217782e-02]
 [ -2.38103781e-01  -2.45386705e-01  -1.11875302e-01   2.70755693e-02
    2.38601105e-02  -4.41532097e-02  -1.43782209e-01   7.43409234e-02
   -1.57816801e-01  -2.20420187e-01]
 [  2.07748520e-01   2.44268405e-01  -5.26144730e-03  -2.07472046e-02
   -3.52947325e-02   6.80699355e-02  -5.43239310e-02  -1.00740921e-01
   -7.58269002e-03  -2.90520732e-02]
 [  3.95674938e-02   1.47690607e-02  -2.14437074e-01   1.00390531e-01
    1.53651017e-01  -6.16932652e-02   1.70635540e-01   2.33807249e-02
   -1.30058803e-02  -1.72854722e-01]
 [  2.31091861e-02   1.68890787e-01   1.50717150e-01  -3.97443580e-02
   -2.27964045e-01  -1.75339941e-02  -1.72368855e-02   7.62898941e-02
   -1.53667478e-01  -3.89908791e-02]
 [  1.33632710e-01   2.50310010e-02  -1.61691278e-02  -9.06856178e-02
   -1.24824824e-01   6.42899344e-02  -9.65356173e-02   5.71298303e-02
    2.17341226e-02   4.54134708e-02]
 [ -1.41952551e-01   1.67831162e-01   1.19450333e-01   4.39060626e-02
    1.49482639e-01  -1.53070474e-01  -1.51142051e-01  -1.38796568e-01
    3.06817346e-04   1.42495419e-01]
 [  1.77633783e-01   2.35181746e-01   8.48993574e-02   1.27822329e-01
   -7.24905655e-02  -2.53942946e-01  -7.88218388e-02  -9.09646356e-02
   -1.13190187e-01   1.52629959e-01]
 [  2.63185038e-02  -1.61339337e-01   8.97838717e-02   1.91551061e-01
   -2.75991210e-02  -1.75421094e-02  -1.02314943e-01   4.66577509e-02
    1.27487104e-01  -1.69635548e-01]
 [  8.65258494e-02   5.69424538e-02   8.34498016e-02  -4.55612602e-02
   -2.22504090e-01   2.32498193e-01   3.37290613e-02   5.96547677e-02
    1.41438240e-01  -3.05294470e-01]
 [  2.75402824e-01  -1.09136221e-01  -4.87579983e-02  -2.34409088e-01
    2.92404972e-01  -6.59628072e-02  -5.74873712e-02   1.48114203e-01
    1.30856016e-01  -2.17434808e-01]
 [ -1.68986287e-01  -7.70409561e-02  -2.96234538e-02   2.46405130e-02
    2.39327695e-01  -1.47061254e-01  -1.17945874e-01   1.14546144e-01
    3.39647501e-01  -1.90924905e-01]
 [  2.59663070e-01   2.12142876e-02  -1.35427522e-01   1.87054060e-01
    1.46863894e-01  -1.38939268e-01  -8.70845575e-02  -1.08588699e-01
    2.41845961e-02  -5.43624347e-02]
 [ -2.76908863e-01  -1.67987569e-01   2.62384083e-01   3.15156049e-03
   -1.10231549e-01   8.96884702e-02   1.28651992e-01   1.69549511e-01
   -1.38929132e-02  -7.83604043e-02]
 [  1.09763039e-01  -1.67359379e-03   2.52272778e-01  -2.32799642e-01
    2.06042090e-02   8.52703940e-02   9.94239708e-02   1.75171063e-01
    9.21955775e-02  -1.05620839e-01]
 [  1.27500040e-01   8.09201663e-02  -8.94918666e-02  -1.14033034e-01
   -1.69901813e-01   1.95834437e-01   6.31708609e-02  -1.87472465e-01
   -1.09516086e-01   1.75237296e-03]
 [ -1.91308948e-01   1.03026176e-01  -1.74731883e-01  -8.73882657e-02
   -2.49559427e-01   5.68116900e-02   1.58806847e-01   1.15694489e-01
    2.85948110e-02   2.00094325e-02]
 [  2.57553150e-02   7.94347329e-02  -1.16470286e-04   5.66669068e-02
   -5.27182605e-02   1.59076785e-01  -2.94040984e-01  -5.15697587e-02
   -3.67487301e-02  -1.62570111e-01]
 [  2.00142931e-02   5.43588330e-03   2.00822184e-01  -1.48989853e-01
   -5.53037162e-02  -1.93972149e-01   1.39622490e-01  -1.99897470e-01
    1.69559982e-02   1.54563774e-01]
 [  6.96695826e-03   2.28034650e-01   4.03164682e-01   1.90594463e-01
    1.40174305e-01   2.34271967e-02   9.87262876e-02  -6.77709645e-02
    1.49260175e-01  -5.12494775e-02]
 [  4.13420892e-02   3.77914306e-02   2.02228003e-02   9.36345407e-02
   -9.91875440e-02  -1.05331656e-01   1.03185781e-01  -1.60513546e-01
    5.29182047e-02   1.23219489e-01]
 [ -6.73426488e-02   1.95267319e-01   2.85039374e-01  -1.23736867e-01
   -7.46573433e-03  -3.81138042e-02  -2.63480426e-02   1.03336414e-01
   -2.42707947e-01  -1.84734294e-03]
 [ -9.39308979e-02  -1.61756815e-03   2.01499135e-01  -3.68490795e-02
   -8.62120193e-02  -1.23286642e-01  -1.63106269e-01  -1.39894373e-01
   -2.17859643e-01   1.39388769e-02]
 [  9.78789702e-02  -2.84932334e-01   7.70045002e-02   8.16567431e-02
    5.06930210e-02   1.52831894e-01   1.89836284e-01   2.37638211e-02
   -1.09115554e-01   1.82634044e-01]]
final_inputs_run [[ 0.02596705]
 [ 0.22788353]
 [ 0.4176976 ]
 ..., 
 [ 0.137647  ]
 [-0.0650162 ]
 [-0.11666959]]
final_outputs_run [[ 0.02596705]
 [ 0.22788353]
 [ 0.4176976 ]
 ..., 
 [ 0.137647  ]
 [-0.0650162 ]
 [-0.11666959]]
Progress: 0.7% ... Training loss: 0.648 ... Validation loss: 1.061[-0.34326736]
[-1.0220454]
[-0.93333614]
[-0.78192481]
[-0.08644632]
[-0.19232963]
[-0.34421183]
[-0.28567835]
[-0.97041709]
[ 0.734208]
[ 0.10239192]
[-1.28082255]
[-0.33703393]
[-0.97692977]
[-0.97934589]
[ 0.93277397]
[ 0.03451392]
[-0.36945427]
[-0.33042158]
[-0.43963254]
[-0.68427312]
[-0.50974416]
[ 0.95874026]
[ 0.57767829]
[-1.12609996]
[ 2.67221558]
[-0.52488315]
[ 0.52689164]
[-0.76074538]
[ 0.12129237]
[-0.13919072]
[-0.35559495]
[-0.11675993]
[ 0.24320994]
[-1.55634822]
[-0.09587588]
[-0.01881949]
[ 0.14970233]
[-0.08862473]
[-0.18507635]
[-0.65705067]
[-0.09335567]
[-0.83557023]
[-0.20362053]
[-0.26592041]
[-0.579127]
[ 0.27747185]
[-0.3949173]
[ 0.84372545]
[-0.05695353]
[-0.33678386]
[ 0.24097832]
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[-0.03164609]
[-0.11815298]
[-0.0115275]
[-0.58770119]
[-0.72507665]
[ 0.27370488]
[ 0.05968727]
[ 0.95800095]
[-0.35684235]
[-0.35185288]
[ 0.94924667]
[-1.05800313]
[-0.16472103]
[-0.98216232]
[-0.72783731]
[ 0.50449825]
[-0.69994208]
[-1.1212143]
[-0.69390197]
[ 1.31715804]
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[-0.36791273]
[-0.23785579]
[-0.60564345]
[ 1.9770199]
[ 0.51749332]
[-0.58451805]
[-0.11777225]
[-0.33193145]
[ 2.65621019]
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[-1.42710258]
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[ 1.23238983]
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[ 0.16184848]
[ 0.65511225]
[ 0.96555513]
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[ 1.22394263]
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[ 0.49711484]
[ 1.21636613]
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[ 1.7491967]
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[ 0.7166418]
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[ 1.49376681]
[-0.23705285]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
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15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
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    1.49335739e-01  -1.53034243e-01  -1.51102338e-01  -1.38837165e-01
    2.96220325e-04   1.42568988e-01]
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   -1.13239960e-01   1.52995132e-01]
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   -2.76091421e-02  -1.75568993e-02  -1.02340863e-01   4.66852142e-02
    1.27493084e-01  -1.69679783e-01]
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    1.41488260e-01  -3.05585999e-01]
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    2.93555147e-01  -6.61569691e-02  -5.77231283e-02   1.48368792e-01
    1.30920528e-01  -2.17903931e-01]
 [ -1.69418948e-01  -7.73179340e-02  -2.92781569e-02   2.43621745e-02
    2.39784332e-01  -1.47271324e-01  -1.18189652e-01   1.14772804e-01
    3.39709046e-01  -1.91288538e-01]
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    1.47730242e-01  -1.39154658e-01  -8.73223344e-02  -1.08343248e-01
    2.42482634e-02  -5.47905567e-02]
 [ -2.76957689e-01  -1.68048815e-01   2.62436939e-01   3.08500765e-03
   -1.10092743e-01   8.96459193e-02   1.28606972e-01   1.69597946e-01
   -1.38807779e-02  -7.84363233e-02]
 [  1.10125974e-01  -1.39520902e-03   2.51965167e-01  -2.32496646e-01
    1.96868466e-02   8.54600699e-02   9.96260870e-02   1.74966800e-01
    9.21411114e-02  -1.05238651e-01]
 [  1.27793789e-01   8.11342905e-02  -8.97121109e-02  -1.13827163e-01
   -1.70585690e-01   1.95977767e-01   6.33228536e-02  -1.87632386e-01
   -1.09554953e-01   2.02690127e-03]
 [ -1.90959800e-01   1.03298119e-01  -1.75051220e-01  -8.70739244e-02
   -2.50357262e-01   5.69942374e-02   1.59004097e-01   1.15484286e-01
    2.85416316e-02   2.03828920e-02]
 [  2.53188113e-02   7.90939948e-02   2.39624422e-04   5.62941620e-02
   -5.16970201e-02   1.58848511e-01  -2.94279498e-01  -5.13234705e-02
   -3.66895082e-02  -1.62945748e-01]
 [  1.98175360e-02   5.27888077e-03   2.01017468e-01  -1.49183327e-01
   -5.49286382e-02  -1.94051906e-01   1.39513951e-01  -1.99784217e-01
    1.69841351e-02   1.54350933e-01]
 [  7.02775281e-03   2.28079287e-01   4.03127488e-01   1.90659221e-01
    1.39946101e-01   2.34592934e-02   9.87539683e-02  -6.78003983e-02
    1.49251790e-01  -5.12004250e-02]
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   -1.02288988e-01  -1.04662737e-01   1.03955600e-01  -1.61326357e-01
    5.27137827e-02   1.24670707e-01]
 [ -6.60557818e-02   1.96222950e-01   2.84063710e-01  -1.22735975e-01
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   -2.17915921e-01   1.43191797e-02]
 [  9.83235705e-02  -2.84597415e-01   7.66428329e-02   8.20169392e-02
    4.96747842e-02   1.53050512e-01   1.90057467e-01   2.35371082e-02
   -1.09172064e-01   1.83069087e-01]]
final_inputs_run [[-0.04105195]
 [ 0.15565852]
 [ 0.34662995]
 ..., 
 [ 0.06997448]
 [-0.13331676]
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final_outputs_run [[-0.04105195]
 [ 0.15565852]
 [ 0.34662995]
 ..., 
 [ 0.06997448]
 [-0.13331676]
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Progress: 0.7% ... Training loss: 0.646 ... Validation loss: 1.103[ 0.35937227]
[-0.67112215]
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[-1.01273157]
[ 1.49960394]
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[ 1.66099831]
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[ 0.59199729]
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[ 2.81965396]
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[ 0.09963488]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
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19             0          0          0          0          0          0   
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24             1          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
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15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
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...          ...  
15405          0  
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15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -2.86471352e-01  -1.37897676e-01   5.35483872e-02  -9.96919833e-02
    3.54481158e-01  -6.89204536e-02  -9.55583593e-02  -1.20160766e-02
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    5.99578789e-01  -1.93241171e-01  -7.38135826e-02   1.40335083e-01
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   -3.88240908e-01   7.23017104e-02  -4.18610112e-02  -6.91361140e-02
    4.63544692e-02   2.64586131e-01]
 [ -2.41043138e-01   3.20085103e-02   1.24577285e-01  -6.61312193e-02
    4.08815827e-02  -2.10386232e-02  -7.65642034e-02   4.47620562e-03
   -1.40770751e-01  -4.23549803e-02]
 [  3.55946250e-01   4.85544724e-03   6.52709498e-02  -1.54356599e-01
   -3.38972143e-01   2.78184864e-01   3.67400379e-02   5.69672246e-02
    1.50124244e-01   9.44641721e-02]
 [ -5.76405378e-02  -4.51559251e-02  -1.21614226e-02   1.73884198e-01
   -1.66629763e-02  -2.75266484e-01   1.75168330e-02  -5.06140960e-02
    1.15201557e-01   9.72046360e-02]
 [  1.88908112e-01   6.94390958e-02   1.08086357e-01   5.64700066e-02
    8.74249338e-02  -8.96322402e-02   3.18105582e-03   1.38539729e-01
    5.56959502e-02  -1.11231800e-02]
 [ -1.59546927e-01   1.45291975e-03  -9.05219723e-02  -4.05164336e-02
    2.19211216e-01   8.28819210e-02  -2.50089350e-02   1.82689564e-01
   -7.04058414e-02   9.39128281e-02]
 [ -1.17048071e-01  -1.07952535e-01  -5.10782115e-02  -8.73856400e-02
    2.89757544e-02  -7.06767260e-02   2.83106830e-01   9.41013531e-02
    1.98380892e-01  -2.53057037e-02]
 [ -1.36347021e-01   9.17612517e-02  -1.35675316e-01   6.99749702e-02
    2.61771721e-01  -1.19801614e-01  -1.86306154e-01   3.32923642e-02
   -2.42449246e-01   8.85409487e-03]
 [ -1.47907985e-01   5.89601913e-02   8.80051475e-04  -1.36475815e-01
   -4.68676462e-02  -2.48763554e-02   5.74171930e-02   6.91086403e-02
   -1.82461235e-01   1.45420524e-01]
 [  2.54206122e-01  -2.15295697e-01  -8.69367846e-02   7.78901424e-02
    1.56658926e-01   4.18979766e-02  -5.65925811e-02  -6.10837860e-02
    2.54151640e-01   2.43839109e-02]
 [ -9.17145410e-02   1.50360595e-01  -5.14625501e-02   2.60937337e-02
    1.20741617e-01  -9.61525503e-02   2.09447277e-03  -2.91516470e-02
    4.57297995e-02   1.35993201e-01]
 [  7.61332896e-02   1.36714348e-01  -1.42800689e-02  -1.10083412e-02
    8.61631282e-02  -4.29743155e-02  -2.55350815e-01   2.53318343e-01
   -1.40114060e-01  -3.49126808e-02]
 [ -1.81692399e-02   3.03205222e-01  -1.28206368e-01   4.89974862e-02
    4.38425946e-02  -4.39375341e-02  -7.51026542e-02  -2.70106636e-01
   -8.31281479e-02  -1.17093730e-01]
 [ -7.02106342e-02   1.43498804e-01  -9.31261156e-02  -2.96757076e-01
   -1.68546916e-01  -3.10388702e-01   4.36348267e-02  -8.16811744e-02
   -8.52440891e-02  -1.75642603e-01]
 [  8.49803033e-02   2.73158395e-02  -7.41152485e-02  -8.91679074e-02
   -1.25400904e-01  -2.54140563e-02   6.79068319e-02   3.70264449e-02
   -3.33982478e-03   1.11444388e-01]
 [ -1.94488432e-01  -1.83763237e-02   2.32018103e-02   9.53721441e-02
   -1.53119832e-01   8.55148789e-02   5.32099445e-02   2.11471843e-01
    1.34590867e-01  -1.97550428e-02]
 [ -1.51009281e-01   1.45548133e-01   2.42818269e-01  -1.43513590e-02
    9.94595033e-02   3.67051004e-02   1.05808895e-01  -1.33865942e-01
    1.96684156e-01  -6.39679843e-02]
 [  2.02086578e-01  -6.68730205e-02  -1.74351782e-02  -2.17248446e-01
    2.73235613e-02   1.54488236e-01  -4.08952517e-02  -2.60930385e-02
    1.06282972e-01   7.37438630e-02]
 [  5.37187535e-02   4.68108043e-02  -2.76614972e-01  -2.12048791e-01
    3.14454938e-01  -9.19686570e-02   1.21335487e-01   4.74508318e-02
   -8.40746189e-03  -5.75031921e-02]
 [ -1.45068935e-01   1.07888141e-01  -2.39376304e-01   7.32752638e-02
    1.84692023e-01  -5.76473594e-02   6.74874496e-02  -1.02988691e-01
    2.09997679e-01   2.03733441e-01]
 [  1.18238869e-01   1.98671826e-01   2.42153545e-02  -4.90173382e-02
    7.78285281e-03   2.14823045e-01  -4.76345130e-02  -2.23760814e-01
   -8.72764312e-02   1.65768158e-01]
 [ -1.17132665e-02  -3.01521235e-02  -7.59421926e-03  -1.46776451e-01
    1.97114892e-01   2.70407450e-02   3.24174449e-02  -1.29216481e-01
    1.15321174e-01   7.06607867e-02]
 [  8.55843751e-02  -1.63515417e-02  -1.71834328e-01  -2.38359653e-01
   -1.50105685e-01   1.40484449e-01   1.43974140e-01  -2.14310772e-02
    2.44277299e-01   5.96557978e-02]
 [ -4.29065865e-02  -8.63968448e-02  -1.46531454e-01   1.48472960e-01
   -5.08470400e-02  -3.78781700e-02  -2.66844143e-02   1.15216791e-01
   -9.25187961e-02   1.91372764e-01]
 [  1.48265163e-01   1.72386887e-01  -5.46330209e-02   2.16814849e-01
   -1.14916229e-01  -5.06409067e-02  -6.22818462e-02   1.56954493e-01
    1.08787447e-01   2.93691933e-01]
 [ -2.28298162e-01   2.93200580e-02  -1.54221201e-01   8.48635768e-02
   -1.17570918e-01  -1.30480519e-01  -1.59151176e-01   5.70241149e-02
    1.20647963e-01  -2.56342609e-01]
 [  6.20148492e-02  -6.16625857e-02  -6.33078145e-02  -1.14800263e-01
   -6.32028336e-02  -8.12005659e-02   7.91835456e-02  -2.77785767e-03
   -1.80243687e-01   7.65397203e-02]
 [  9.76193233e-02  -1.78292761e-01  -1.59269132e-02  -1.26212317e-01
   -2.18962469e-01  -8.95094853e-02   1.73710124e-01  -8.34426777e-02
   -1.10928943e-01   6.27788165e-02]
 [ -4.37339533e-02   8.45589984e-02  -8.87631301e-02   2.75868959e-02
    4.61489276e-02   6.56810282e-02   3.65877061e-02   1.58635340e-01
    2.67958236e-01  -3.52624575e-02]
 [ -1.27406918e-01  -1.82677423e-01  -3.88113065e-02  -1.90383611e-01
    2.80859899e-01  -6.37785662e-04   1.61466096e-01  -1.62360122e-03
   -6.24674794e-02  -6.68862686e-02]
 [ -2.39854584e-01  -2.46724066e-01  -1.10391425e-01   2.55620439e-02
    2.80199112e-02  -4.50547688e-02  -1.44767656e-01   7.52917864e-02
   -1.57592408e-01  -2.22193959e-01]
 [  2.07095280e-01   2.43823313e-01  -4.71684068e-03  -2.12968940e-02
   -3.37092766e-02   6.77493169e-02  -5.46735539e-02  -1.00397683e-01
   -7.50001315e-03  -2.97177378e-02]
 [  3.98310731e-02   1.49997634e-02  -2.14677730e-01   1.00620595e-01
    1.53102155e-01  -6.15502998e-02   1.70799885e-01   2.32381861e-02
   -1.30408206e-02  -1.72591009e-01]
 [  2.29697130e-02   1.68787784e-01   1.50885646e-01  -3.99041056e-02
   -2.27608676e-01  -1.76064865e-02  -1.73034906e-02   7.63776582e-02
   -1.53646002e-01  -3.91368760e-02]
 [  1.33876328e-01   2.52079387e-02  -1.63482443e-02  -9.05041389e-02
   -1.25261962e-01   6.44167146e-02  -9.63929197e-02   5.69860776e-02
    2.16978541e-02   4.56583782e-02]
 [ -1.41738601e-01   1.68004225e-01   1.19299403e-01   4.40872173e-02
    1.49120321e-01  -1.52962265e-01  -1.51017764e-01  -1.38917091e-01
    2.79803029e-04   1.42722604e-01]
 [  1.77417814e-01   2.35098093e-01   8.50411121e-02   1.27711394e-01
   -7.20437560e-02  -2.54027941e-01  -7.89010677e-02  -9.09050910e-02
   -1.13181912e-01   1.52475052e-01]
 [  2.60615087e-02  -1.61501012e-01   9.00160129e-02   1.91304873e-01
   -2.71809873e-02  -1.76792520e-02  -1.02466384e-01   4.68217006e-02
    1.27520963e-01  -1.69894790e-01]
 [  8.56294004e-02   5.62587228e-02   8.42107729e-02  -4.63292514e-02
   -2.20376200e-01   2.32025912e-01   3.32141204e-02   6.01668711e-02
    1.41552236e-01  -3.06108414e-01]
 [  2.74029938e-01  -1.10121620e-01  -4.76221221e-02  -2.35549582e-01
    2.95202851e-01  -6.66049974e-02  -5.82191947e-02   1.48828934e-01
    1.31016678e-01  -2.18801281e-01]
 [ -1.71415588e-01  -7.88766086e-02  -2.76095664e-02   2.26480795e-02
    2.43879093e-01  -1.48329210e-01  -1.19385504e-01   1.15885022e-01
    3.39939131e-01  -1.93365675e-01]
 [  2.58950184e-01   2.06870747e-02  -1.34843449e-01   1.86434615e-01
    1.48410510e-01  -1.39314297e-01  -8.74853396e-02  -1.08184051e-01
    2.42825960e-02  -5.50803916e-02]
 [ -2.77050748e-01  -1.68117814e-01   2.62514535e-01   3.01034650e-03
   -1.09879968e-01   8.95996260e-02   1.28559496e-01   1.69645868e-01
   -1.38724343e-02  -7.85310128e-02]
 [  1.10316916e-01  -1.24891534e-03   2.51808875e-01  -2.32334762e-01
    1.92055045e-02   8.55556710e-02   9.97297335e-02   1.74866836e-01
    9.21204996e-02  -1.05038017e-01]
 [  1.27771635e-01   8.11188318e-02  -8.96958020e-02  -1.13844474e-01
   -1.70538260e-01   1.95966867e-01   6.33121244e-02  -1.87621544e-01
   -1.09552614e-01   2.00496641e-03]
 [ -1.90611857e-01   1.03554719e-01  -1.75328411e-01  -8.67826200e-02
   -2.51171284e-01   5.71755552e-02   1.59186636e-01   1.15308640e-01
    2.85038540e-02   2.07460020e-02]
 [  2.59412973e-02   7.95645793e-02  -2.26686066e-04   5.67963800e-02
   -5.33611032e-02   1.59160619e-01  -2.93944960e-01  -5.16162139e-02
   -3.67499173e-02  -1.62403301e-01]
 [  1.95478303e-02   5.11197309e-03   2.01257939e-01  -1.49410056e-01
   -5.48307779e-02  -1.94219382e-01   1.39340220e-01  -1.99632804e-01
    1.70109136e-02   1.54053038e-01]
 [  7.25507405e-03   2.28355496e-01   4.02947667e-01   1.90949501e-01
    1.38760303e-01   2.36420066e-02   9.89151804e-02  -6.79722816e-02
    1.49219435e-01  -5.07640510e-02]
 [  4.17315358e-02   3.81542788e-02   1.97718114e-02   9.39749117e-02
   -9.98597418e-02  -1.05143745e-01   1.03420259e-01  -1.60835035e-01
    5.28193621e-02   1.23719220e-01]
 [ -6.54115474e-02   1.96701380e-01   2.83606617e-01  -1.22244237e-01
   -1.29043563e-02  -3.71798492e-02  -2.53667957e-02   1.02332299e-01
   -2.42944567e-01   1.29029251e-04]
 [ -9.40625923e-02  -1.84399361e-03   2.01685345e-01  -3.70772464e-02
   -8.57347400e-02  -1.23452446e-01  -1.63297165e-01  -1.39730140e-01
   -2.17834027e-01   1.37001422e-02]
 [  9.82558546e-02  -2.84584589e-01   7.66770705e-02   8.19981034e-02
    4.98241010e-02   1.53049071e-01   1.90034565e-01   2.35588958e-02
   -1.09166684e-01   1.83052776e-01]]
final_inputs_run [[-1.00192363]
 [-1.00290131]
 [-1.04959802]
 ..., 
 [-0.36786822]
 [-0.28570156]
 [-0.14474596]]
final_outputs_run [[-1.00192363]
 [-1.00290131]
 [-1.04959802]
 ..., 
 [-0.36786822]
 [-0.28570156]
 [-0.14474596]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
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 ..., 
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final_outputs_run [[-0.02647696]
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 ..., 
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Progress: 0.7% ... Training loss: 0.644 ... Validation loss: 1.093[ 1.71335877]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
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19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15414         0         1             0    ...          0      0      0   
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15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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1              1  
2              1  
3              1  
4              1  
5              1  
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[15435 rows x 56 columns]
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    3.14638056e-01  -9.20121856e-02   1.21288412e-01   4.74929874e-02
   -8.39705940e-03  -5.75812352e-02]
 [ -1.45719413e-01   1.07427324e-01  -2.38819938e-01   7.27358870e-02
    1.85689270e-01  -5.79902293e-02   6.71227466e-02  -1.02647521e-01
    2.10076999e-01   2.03019264e-01]
 [  1.18389972e-01   1.98778809e-01   2.40942197e-02  -4.88963783e-02
    7.41446374e-03   2.14897161e-01  -4.75563886e-02  -2.23833693e-01
   -8.72924738e-02   1.65904356e-01]
 [ -1.17043155e-02  -3.01446550e-02  -7.60577468e-03  -1.46767574e-01
    1.97091188e-01   2.70469346e-02   3.24213629e-02  -1.29222114e-01
    1.15319981e-01   7.06719477e-02]
 [  8.62452369e-02  -1.58668217e-02  -1.72353828e-01  -2.37853912e-01
   -1.51688338e-01   1.40820881e-01   1.44322709e-01  -2.17529784e-02
    2.44204425e-01   6.03112461e-02]
 [ -4.25324968e-02  -8.61032194e-02  -1.46835144e-01   1.48800245e-01
   -5.17481957e-02  -3.76791775e-02  -2.64770062e-02   1.15018723e-01
   -9.25639241e-02   1.91742196e-01]
 [  1.48928256e-01   1.72854707e-01  -5.51569066e-02   2.17357720e-01
   -1.16534830e-01  -5.03118787e-02  -6.19313195e-02   1.56622138e-01
    1.08711477e-01   2.94341327e-01]
 [ -2.27632171e-01   2.98369895e-02  -1.54772495e-01   8.54364967e-02
   -1.19300464e-01  -1.30134289e-01  -1.58776889e-01   5.66712932e-02
    1.20572908e-01  -2.55657636e-01]
 [  6.25758490e-02  -6.12367424e-02  -6.37554673e-02  -1.14331566e-01
   -6.45907762e-02  -8.09292204e-02   7.94815731e-02  -3.06805326e-03
   -1.80308348e-01   7.71072735e-02]
 [  9.82282091e-02  -1.77841134e-01  -1.64119282e-02  -1.25710762e-01
   -2.20526115e-01  -8.92045772e-02   1.74039151e-01  -8.37528751e-02
   -1.10997818e-01   6.33951336e-02]
 [ -4.37420096e-02   8.45558379e-02  -8.87622949e-02   2.75842298e-02
    4.61516510e-02   6.56753898e-02   3.65843589e-02   1.58640103e-01
    2.67958439e-01  -3.52635887e-02]
 [ -1.27576335e-01  -1.82809597e-01  -3.86693726e-02  -1.90531387e-01
    2.81298303e-01  -7.28093564e-04   1.61374846e-01  -1.53514775e-03
   -6.24477161e-02  -6.70687289e-02]
 [ -2.40459876e-01  -2.47200164e-01  -1.09908531e-01   2.50418074e-02
    2.96312085e-02  -4.53473804e-02  -1.45105171e-01   7.56165547e-02
   -1.57518138e-01  -2.22843368e-01]
 [  2.06655444e-01   2.43501995e-01  -4.36566091e-03  -2.16767198e-02
   -3.26351910e-02   6.75201270e-02  -5.49245804e-02  -1.00164341e-01
   -7.44558709e-03  -3.01761456e-02]
 [  4.00802009e-02   1.51758647e-02  -2.14873408e-01   1.00830122e-01
    1.52458418e-01  -6.14313397e-02   1.70934965e-01   2.31164644e-02
   -1.30689094e-02  -1.72328829e-01]
 [  2.31493078e-02   1.68901643e-01   1.50759649e-01  -3.97666672e-02
   -2.28077636e-01  -1.75301065e-02  -1.72158114e-02   7.62918347e-02
   -1.53664148e-01  -3.89647346e-02]
 [  1.34160072e-01   2.54090920e-02  -1.65476743e-02  -9.02959642e-02
   -1.25907339e-01   6.45604700e-02  -9.62354889e-02   5.68497659e-02
    2.16638885e-02   4.59449492e-02]
 [ -1.41517515e-01   1.68168482e-01   1.19129151e-01   4.42737080e-02
    1.48648850e-01  -1.52851432e-01  -1.50897048e-01  -1.39031253e-01
    2.53734794e-04   1.42950445e-01]
 [  1.77168766e-01   2.34915827e-01   8.52329734e-02   1.27522968e-01
   -7.15476064e-02  -2.54140954e-01  -7.90151184e-02  -9.07857279e-02
   -1.13153866e-01   1.52241040e-01]
 [  2.54654341e-02  -1.61905970e-01   9.04932849e-02   1.90813598e-01
   -2.59815546e-02  -1.79812727e-02  -1.02777484e-01   4.71154736e-02
    1.27589014e-01  -1.70492748e-01]
 [  8.51403758e-02   5.58800602e-02   8.46565455e-02  -4.67735565e-02
   -2.19212750e-01   2.31717283e-01   3.28825491e-02   6.04815714e-02
    1.41626213e-01  -3.06615012e-01]
 [  2.73546909e-01  -1.10462239e-01  -4.72472526e-02  -2.35876401e-01
    2.95761862e-01  -6.68373374e-02  -5.84629157e-02   1.49074532e-01
    1.31073452e-01  -2.19230124e-01]
 [ -1.72152566e-01  -7.94184537e-02  -2.69961397e-02   2.20426742e-02
    2.45052893e-01  -1.48695357e-01  -1.19793817e-01   1.16272508e-01
    3.40029392e-01  -1.94098056e-01]
 [  2.58097243e-01   2.00567400e-02  -1.34165122e-01   1.85738812e-01
    1.50003374e-01  -1.39729870e-01  -8.79463023e-02  -1.07755605e-01
    2.43827931e-02  -5.59272865e-02]
 [ -2.77251453e-01  -1.68293199e-01   2.62693725e-01   2.81188658e-03
   -1.09285374e-01   8.94756314e-02   1.28423132e-01   1.69776842e-01
   -1.38429569e-02  -7.87716666e-02]
 [  1.10356698e-01  -1.21873825e-03   2.51777336e-01  -2.32303097e-01
    1.91121503e-02   8.55759468e-02   9.97507978e-02   1.74847645e-01
    9.21160981e-02  -1.04998654e-01]
 [  1.27709979e-01   8.10762319e-02  -8.96516840e-02  -1.13888008e-01
   -1.70403010e-01   1.95937656e-01   6.32839590e-02  -1.87593152e-01
   -1.09546125e-01   1.94940292e-03]
 [ -1.90325362e-01   1.03755192e-01  -1.75548637e-01  -8.65584932e-02
   -2.51879724e-01   5.73178618e-02   1.59331956e-01   1.15165689e-01
    2.84709197e-02   2.10226632e-02]
 [  2.62141087e-02   7.97726966e-02  -4.56609278e-04   5.70378680e-02
   -5.41438408e-02   1.59322245e-01  -2.93778849e-01  -5.17565565e-02
   -3.67789266e-02  -1.62129289e-01]
 [  1.98758255e-02   5.37057498e-03   2.01003357e-01  -1.49125482e-01
   -5.56249000e-02  -1.94043391e-01   1.39518332e-01  -1.99801039e-01
    1.69745572e-02   1.54374336e-01]
 [  7.14712863e-03   2.28266970e-01   4.03023713e-01   1.90876636e-01
    1.38843425e-01   2.35880421e-02   9.88656438e-02  -6.79222991e-02
    1.49233199e-01  -5.08528784e-02]
 [  4.14376216e-02   3.79270665e-02   2.00392663e-02   9.37124746e-02
   -9.97538132e-02  -1.05284382e-01   1.03239834e-01  -1.60658203e-01
    5.28611356e-02   1.23409402e-01]
 [ -6.45015178e-02   1.97335058e-01   2.82901646e-01  -1.21539139e-01
   -1.53543634e-02  -3.67573754e-02  -2.48906458e-02   1.01891462e-01
   -2.43046651e-01   1.03376437e-03]
 [ -9.48213565e-02  -2.41091534e-03   2.02301759e-01  -3.76658939e-02
   -8.44271983e-02  -1.23840186e-01  -1.63715068e-01  -1.39326282e-01
   -2.17738623e-01   1.29620595e-02]
 [  9.78073357e-02  -2.84905156e-01   7.71141532e-02   8.15628540e-02
    5.05805558e-02   1.52762093e-01   1.89719806e-01   2.38519954e-02
   -1.09094407e-01   1.82563021e-01]]
final_inputs_run [[-1.00628177]
 [-1.00712521]
 [-1.05409996]
 ..., 
 [-0.36252881]
 [-0.2788911 ]
 [-0.13857866]]
final_outputs_run [[-1.00628177]
 [-1.00712521]
 [-1.05409996]
 ..., 
 [-0.36252881]
 [-0.2788911 ]
 [-0.13857866]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
15442          0  
15443          0  
15444          0  
15445          0  
15446          0  
15447          0  
15448          0  
15449          0  
15450          0  
15451          0  
15452          0  
15453          0  
15454          0  
15455          0  
15456          0  
15457          0  
15458          0  
15459          0  
15460          0  
15461          0  
15462          0  
15463          0  
15464          0  
...          ...  
16845          0  
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final_outputs_run [[-0.01924473]
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Progress: 0.7% ... Training loss: 0.642 ... Validation loss: 1.088[ 0.16223089]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
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final_inputs_run [[-0.94408629]
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final_outputs_run [[-0.94408629]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
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15446          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
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16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
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16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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16857          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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15438          0  
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15440          0  
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[1440 rows x 56 columns]
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   -8.31038871e-02  -1.17218491e-01]
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   -8.52869181e-02  -1.75179541e-01]
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   -1.21639332e-01  -2.62034396e-02   6.70169464e-02   3.78823646e-02
   -3.14154603e-03   1.09809215e-01]
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    1.34691379e-01  -2.04958252e-02]
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   -8.41307752e-03  -5.74361591e-02]
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    2.10216031e-01   2.01831631e-01]
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   -8.72785333e-02   1.65780994e-01]
 [ -1.15765954e-02  -3.00480875e-02  -7.71168902e-03  -1.46668551e-01
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    1.15306100e-01   7.08055342e-02]
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   -1.53276918e-01   1.41177630e-01   1.44704717e-01  -2.21272162e-02
    2.44122832e-01   6.10244022e-02]
 [ -4.23944683e-02  -8.60017109e-02  -1.46945010e-01   1.48915349e-01
   -5.20436747e-02  -3.76080044e-02  -2.64009609e-02   1.14945196e-01
   -9.25810457e-02   1.91874215e-01]
 [  1.50042250e-01   1.73658365e-01  -5.59522465e-02   2.18225553e-01
   -1.19291141e-01  -4.97562146e-02  -6.13390545e-02   1.56068569e-01
    1.08583836e-01   2.95447613e-01]
 [ -2.26959825e-01   3.03248153e-02  -1.55313945e-01   8.59832572e-02
   -1.20776720e-01  -1.29800257e-01  -1.58415851e-01   5.63320462e-02
    1.20493511e-01  -2.54999336e-01]
 [  6.28876720e-02  -6.10041111e-02  -6.40028410e-02  -1.14081188e-01
   -6.53370179e-02  -8.07812435e-02   7.96436512e-02  -3.22455145e-03
   -1.80345157e-01   7.74237791e-02]
 [  9.90394132e-02  -1.77256134e-01  -1.70296251e-02  -1.25073721e-01
   -2.22529013e-01  -8.87977616e-02   1.74449164e-01  -8.41583050e-02
   -1.11092438e-01   6.42140740e-02]
 [ -4.34654223e-02   8.47703390e-02  -8.89861486e-02   2.78097248e-02
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    2.67924478e-01  -3.49804092e-02]
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   -6.23830394e-02  -6.76211427e-02]
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   -1.57339599e-01  -2.24354354e-01]
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   -3.22913311e-02   6.74464228e-02  -5.50022041e-02  -1.00091263e-01
   -7.42868589e-03  -3.03068040e-02]
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    1.52388147e-01  -6.14121351e-02   1.70951842e-01   2.31008060e-02
   -1.30717939e-02  -1.72300706e-01]
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   -2.27699743e-01  -1.76372917e-02  -1.73287362e-02   7.63867718e-02
   -1.53638333e-01  -3.91615829e-02]
 [  1.33112441e-01   2.46406413e-02  -1.56352559e-02  -9.11507508e-02
   -1.23690190e-01   6.40126074e-02  -9.68224912e-02   5.74136789e-02
    2.17959568e-02   4.48228245e-02]
 [ -1.41752427e-01   1.68002135e-01   1.19330471e-01   4.40827858e-02
    1.49311030e-01  -1.52965368e-01  -1.51013214e-01  -1.38915790e-01
    2.80128131e-04   1.42718948e-01]
 [  1.77124110e-01   2.34900904e-01   8.52681298e-02   1.27501136e-01
   -7.15188997e-02  -2.54163384e-01  -7.90308867e-02  -9.07728803e-02
   -1.13150320e-01   1.52198244e-01]
 [  2.54514041e-02  -1.61897610e-01   9.04761153e-02   1.90853683e-01
   -2.59243966e-02  -1.79781807e-02  -1.02770810e-01   4.71118717e-02
    1.27587113e-01  -1.70467897e-01]
 [  8.47833584e-02   5.55800222e-02   8.49308962e-02  -4.70800744e-02
   -2.18439972e-01   2.31515773e-01   3.26709018e-02   6.06815296e-02
    1.41672493e-01  -3.06943800e-01]
 [  2.72576444e-01  -1.11157204e-01  -4.65910310e-02  -2.36436978e-01
    2.96754473e-01  -6.73556498e-02  -5.90643840e-02   1.49584937e-01
    1.31207002e-01  -2.20054425e-01]
 [ -1.73452034e-01  -8.05882949e-02  -2.57244447e-02   2.07122703e-02
    2.47509602e-01  -1.49477759e-01  -1.20730921e-01   1.17127596e-01
    3.40218183e-01  -1.95567807e-01]
 [  2.57496233e-01   1.96412940e-02  -1.33727831e-01   1.85268798e-01
    1.50884692e-01  -1.40005375e-01  -8.82686592e-02  -1.07441942e-01
    2.44537014e-02  -5.64666753e-02]
 [ -2.77399057e-01  -1.68407033e-01   2.62817090e-01   2.69554286e-03
   -1.09007198e-01   8.93926317e-02   1.28337123e-01   1.69857128e-01
   -1.38235126e-02  -7.89283715e-02]
 [  1.10400774e-01  -1.18629363e-03   2.51760036e-01  -2.32281438e-01
    1.90149298e-02   8.56047983e-02   9.97751697e-02   1.74828288e-01
    9.21104635e-02  -1.04953625e-01]
 [  1.27840931e-01   8.11800905e-02  -8.97542175e-02  -1.13776271e-01
   -1.70716609e-01   1.96004380e-01   6.33550252e-02  -1.87663524e-01
   -1.09561928e-01   2.08557223e-03]
 [ -1.90053915e-01   1.03987406e-01  -1.75799648e-01  -8.63180404e-02
   -2.52674124e-01   5.74629362e-02   1.59492268e-01   1.15009357e-01
    2.84346662e-02   2.13272072e-02]
 [  2.59621234e-02   7.96212709e-02  -3.15152715e-04   5.69147838e-02
   -5.37963286e-02   1.59212700e-01  -2.93898012e-01  -5.16414275e-02
   -3.67530527e-02  -1.62277488e-01]
 [  1.97533326e-02   5.26672681e-03   2.01118417e-01  -1.49235133e-01
   -5.57508284e-02  -1.94129511e-01   1.39423397e-01  -1.99718775e-01
    1.69942093e-02   1.54261515e-01]
 [  6.23558857e-03   2.27381850e-01   4.03957907e-01   1.89913297e-01
    1.40327866e-01   2.29741254e-02   9.81427763e-02  -6.72899922e-02
    1.49379896e-01  -5.19160273e-02]
 [  4.16431162e-02   3.81080275e-02   1.98543796e-02   9.38995946e-02
   -1.00622149e-01  -1.05181638e-01   1.03342733e-01  -1.60743288e-01
    5.28394201e-02   1.23666825e-01]
 [ -6.53244174e-02   1.96760786e-01   2.83553938e-01  -1.22066257e-01
   -1.42709646e-02  -3.71712843e-02  -2.53709828e-02   1.02315286e-01
   -2.42939683e-01   2.97359904e-04]
 [ -9.44999120e-02  -2.23943169e-03   2.02153203e-01  -3.75749089e-02
   -8.51327929e-02  -1.23736599e-01  -1.63623515e-01  -1.39409891e-01
   -2.17756349e-01   1.31525277e-02]
 [  9.69669050e-02  -2.85538078e-01   7.78640110e-02   8.08557606e-02
    5.22520261e-02   1.52297304e-01   1.89214988e-01   2.43169439e-02
   -1.08980863e-01   1.81636549e-01]]
final_inputs_run [[ 0.05636481]
 [ 0.25292578]
 [ 0.44436318]
 ..., 
 [ 0.16248214]
 [-0.0456044 ]
 [-0.09463428]]
final_outputs_run [[ 0.05636481]
 [ 0.25292578]
 [ 0.44436318]
 ..., 
 [ 0.16248214]
 [-0.0456044 ]
 [-0.09463428]]
Progress: 0.7% ... Training loss: 0.642 ... Validation loss: 1.043[ 0.01227945]
[-0.94874367]
[-0.3485525]
[-0.10577274]
[ 0.82665306]
[ 0.97255976]
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[ 0.14914944]
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[ 0.9598587]
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[ 1.47005317]
[ 0.28997253]
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[ 0.1425299]
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[ 1.8276657]
[ 1.03384803]
[ 0.79630588]
[ 0.13305944]
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[ 0.65306574]
[ 0.33118314]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
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16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
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16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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[1440 rows x 56 columns]
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    3.56691160e-02  -4.65484835e-02  -1.46415729e-01   7.69281686e-02
   -1.57186587e-01  -2.25277060e-01]
 [  2.05957627e-01   2.43014505e-01  -3.78756197e-03  -2.22406041e-02
   -3.09695996e-02   6.71783744e-02  -5.52854962e-02  -9.97865216e-02
   -7.34314530e-03  -3.08447225e-02]
 [  4.00631342e-02   1.52207826e-02  -2.14909801e-01   1.00866634e-01
    1.52247482e-01  -6.14211379e-02   1.70955352e-01   2.30988504e-02
   -1.30716754e-02  -1.72292075e-01]
 [  2.30095905e-02   1.68790583e-01   1.50879325e-01  -3.99006543e-02
   -2.27778942e-01  -1.76213656e-02  -1.73102750e-02   7.63671051e-02
   -1.53643759e-01  -3.91250600e-02]
 [  1.32885726e-01   2.44732171e-02  -1.54364180e-02  -9.13377487e-02
   -1.23263064e-01   6.38988320e-02  -9.69286133e-02   5.75418871e-02
    2.18321242e-02   4.46083014e-02]
 [ -1.42323400e-01   1.67564833e-01   1.19842182e-01   4.36134760e-02
    1.50179365e-01  -1.53285936e-01  -1.51352408e-01  -1.38560318e-01
    3.84070272e-04   1.42118093e-01]
 [  1.76783483e-01   2.34662734e-01   8.55463387e-02   1.27231648e-01
   -7.07274728e-02  -2.54325378e-01  -7.92012805e-02  -9.05809370e-02
   -1.13097196e-01   1.51868817e-01]
 [  2.56492694e-02  -1.61760413e-01   9.03209675e-02   1.91000027e-01
   -2.63381316e-02  -1.78838836e-02  -1.02670172e-01   4.70022298e-02
    1.27557013e-01  -1.70277022e-01]
 [  8.45917469e-02   5.54217257e-02   8.51216044e-02  -4.72513316e-02
   -2.17960455e-01   2.31404291e-01   3.25512540e-02   6.08072218e-02
    1.41708255e-01  -3.07134755e-01]
 [  2.71629447e-01  -1.11883361e-01  -4.57185620e-02  -2.37143332e-01
    2.98048557e-01  -6.78225225e-02  -5.96335322e-02   1.50186500e-01
    1.31379007e-01  -2.20993940e-01]
 [ -1.73865398e-01  -8.09353009e-02  -2.53485235e-02   2.03684107e-02
    2.48507981e-01  -1.49697179e-01  -1.20969479e-01   1.17384601e-01
    3.40290768e-01  -1.95979150e-01]
 [  2.56429226e-01   1.88605460e-02  -1.32857146e-01   1.84397407e-01
    1.53094458e-01  -1.40510754e-01  -8.88368782e-02  -1.06833923e-01
    2.46240858e-02  -5.75041195e-02]
 [ -2.77303816e-01  -1.68353576e-01   2.62746078e-01   2.77063977e-03
   -1.09220771e-01   8.94372210e-02   1.28384824e-01   1.69795525e-01
   -1.38408319e-02  -7.88330688e-02]
 [  1.10597167e-01  -1.04914517e-03   2.51602860e-01  -2.32140319e-01
    1.85596091e-02   8.56966111e-02   9.98720759e-02   1.74723379e-01
    9.20809399e-02  -1.04766830e-01]
 [  1.27838456e-01   8.12291867e-02  -8.97747437e-02  -1.13754117e-01
   -1.70745399e-01   1.96030702e-01   6.33864638e-02  -1.87697502e-01
   -1.09570085e-01   2.12641799e-03]
 [ -1.89654626e-01   1.04286607e-01  -1.76130188e-01  -8.59945876e-02
   -2.53743147e-01   5.76643151e-02   1.59695532e-01   1.14793641e-01
    2.83723894e-02   2.17289932e-02]
 [  2.59900610e-02   7.95796323e-02  -2.66994458e-04   5.68654372e-02
   -5.40157379e-02   1.59165004e-01  -2.93952792e-01  -5.15906224e-02
   -3.67328325e-02  -1.62292390e-01]
 [  1.98752861e-02   5.31050117e-03   2.01094626e-01  -1.49163734e-01
   -5.63971961e-02  -1.94094312e-01   1.39383089e-01  -1.99706491e-01
    1.70103309e-02   1.54317737e-01]
 [  6.83131258e-03   2.27802768e-01   4.03433558e-01   1.90374370e-01
    1.38391393e-01   2.32797294e-02   9.84406174e-02  -6.76183268e-02
    1.49297786e-01  -5.12890265e-02]
 [  4.13092392e-02   3.79281156e-02   2.01179218e-02   9.37495580e-02
   -1.00388115e-01  -1.05310864e-01   1.03197164e-01  -1.60592719e-01
    5.28836653e-02   1.23460567e-01]
 [ -6.54842643e-02   1.96678768e-01   2.83657000e-01  -1.22161349e-01
   -1.40562541e-02  -3.72323717e-02  -2.54361187e-02   1.02389662e-01
   -2.42918660e-01   2.15606227e-04]
 [ -9.42085341e-02  -1.98724351e-03   2.01913962e-01  -3.73338334e-02
   -8.56468370e-02  -1.23590084e-01  -1.63479773e-01  -1.39567893e-01
   -2.17796568e-01   1.34760517e-02]
 [  9.67876778e-02  -2.85650895e-01   7.80061572e-02   8.07520679e-02
    5.18717944e-02   1.52213199e-01   1.89107125e-01   2.43999805e-02
   -1.08953878e-01   1.81462313e-01]]
final_inputs_run [[ 0.04710527]
 [ 0.24903323]
 [ 0.44275308]
 ..., 
 [ 0.15512529]
 [-0.05912195]
 [-0.10939028]]
final_outputs_run [[ 0.04710527]
 [ 0.24903323]
 [ 0.44275308]
 ..., 
 [ 0.15512529]
 [-0.05912195]
 [-0.10939028]]
Progress: 0.8% ... Training loss: 0.640 ... Validation loss: 1.044[-0.47328737]
[-0.83023623]
[ 0.93845595]
[ 0.55006163]
[ 2.46461364]
[-0.45133617]
[ 0.07697065]
[-0.15042474]
[ 0.25627416]
[-0.19279948]
[-0.72012318]
[-0.89162559]
[-1.0297104]
[ 0.35790031]
[-0.40287317]
[-0.15385815]
[ 1.73554965]
[ 1.06070845]
[-0.21778162]
[ 1.0407915]
[ 0.7298768]
[-0.29854768]
[-1.0577764]
[ 0.62845702]
[ 0.33975526]
[ 0.08237601]
[ 1.58406815]
[-0.78089314]
[-0.33052819]
[-0.91331921]
[-0.42060042]
[ 0.10629823]
[ 0.48788825]
[ 0.0477729]
[-0.21399247]
[ 0.03248696]
[-0.32497331]
[-0.97959992]
[ 0.17958874]
[-1.32692339]
[-0.05205596]
[-0.43393148]
[-0.53658317]
[-0.1702792]
[-0.07012217]
[ 0.72121353]
[ 0.09899361]
[-0.53826649]
[ 1.70626908]
[-0.11104034]
[-0.78626772]
[-0.13381603]
[-0.97407262]
[-0.54243389]
[-0.1738817]
[-0.1838677]
[-0.1667164]
[-1.30535173]
[-0.56412639]
[ 1.26261992]
[-0.13660947]
[-0.6742922]
[-0.19247669]
[-0.2538947]
[-0.1907893]
[-0.13159962]
[-0.32497331]
[ 0.08261726]
[-0.44341843]
[-0.0015069]
[-1.09303641]
[-0.81634631]
[-0.97899672]
[-0.26498098]
[ 0.65139001]
[-0.66666887]
[-0.4242961]
[ 0.00267599]
[-0.29167718]
[-0.05787607]
[ 2.21937708]
[-0.42254308]
[ 1.27741885]
[ 2.11322058]
[-0.26629111]
[ 0.77795087]
[ 0.24418697]
[ 1.60800575]
[-0.35441245]
[ 0.67383544]
[-0.3861966]
[-0.17149986]
[ 1.28338601]
[-0.16764797]
[ 0.07472387]
[-0.90824106]
[ 0.35047494]
[-1.08149005]
[ 1.73120689]
[-0.07802847]
[-0.20404829]
[-0.41409507]
[-0.9293947]
[ 0.53697022]
[ 1.82509942]
[-1.41646866]
[-0.75901743]
[ 0.91783451]
[ 1.64809216]
[-1.15762072]
[-1.04168825]
[-0.76133956]
[-1.18247296]
[ 0.07115159]
[ 1.19835156]
[-0.24477919]
[ 0.18526205]
[ 0.67557066]
[ 0.30982108]
[ 1.56544089]
[-0.07243732]
[-1.15334042]
[-0.45164044]
[ 0.01760118]
[-0.79981474]
[ 0.99723538]
[-1.02575465]
[-0.76246141]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
15426          0          0          1          0          0          0   
15427          0          0          0          1          0          0   
15428          0          0          0          1          0          0   
15429          0          0          0          1          0          0   
15430          0          0          0          1          0          0   
15431          0          0          0          1          0          0   
15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
12             1  
13             1  
14             1  
15             1  
16             1  
17             1  
18             1  
19             1  
20             1  
21             1  
22             1  
23             1  
24             0  
25             0  
26             0  
27             0  
28             0  
29             0  
...          ...  
15405          0  
15406          0  
15407          0  
15408          0  
15409          0  
15410          0  
15411          0  
15412          0  
15413          0  
15414          0  
15415          0  
15416          0  
15417          0  
15418          0  
15419          0  
15420          0  
15421          0  
15422          0  
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[15435 rows x 56 columns]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

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    1.37335301e-01   2.34572266e-02   9.86173673e-02  -6.78154162e-02
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    5.48814063e-02   1.51266389e-01   1.88127289e-01   2.54294992e-02
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final_inputs_run [[ 0.03440025]
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 ..., 
 [ 0.14419663]
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final_outputs_run [[ 0.03440025]
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 ..., 
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Progress: 0.8% ... Training loss: 0.637 ... Validation loss: 1.048[-0.76011828]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
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3              0          0          0          0          0          0   
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[15435 rows x 56 columns]
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   -8.54385179e-02  -1.73981873e-01]
 [  8.42110671e-02   2.66559245e-02  -7.35107838e-02  -8.98366758e-02
   -1.23969002e-01  -2.58569270e-02   6.73742165e-02   3.74736654e-02
   -3.24919046e-03   1.10612190e-01]
 [ -1.94283403e-01  -1.84872756e-02   2.32506834e-02   9.51535009e-02
   -1.55337804e-01   8.53163904e-02   5.28924277e-02   2.11663120e-01
    1.34643662e-01  -1.97054475e-02]
 [ -1.49750222e-01   1.46581080e-01   2.41696046e-01  -1.32500271e-02
    9.61660881e-02   3.73856687e-02   1.06522774e-01  -1.34633568e-01
    1.96492686e-01  -6.25926595e-02]
 [  2.01754734e-01  -6.70538175e-02  -1.72291386e-02  -2.17277093e-01
    2.46688185e-02   1.54258144e-01  -4.11663413e-02  -2.59325988e-02
    1.06338674e-01   7.36567096e-02]
 [  5.27580945e-02   4.60189517e-02  -2.75576864e-01  -2.12717615e-01
    3.14707968e-01  -9.24537080e-02   1.20738099e-01   4.80466946e-02
   -8.23386053e-03  -5.83882169e-02]
 [ -1.46944380e-01   1.06317404e-01  -2.37512694e-01   7.14703736e-02
    1.88213802e-01  -5.87946299e-02   6.62949211e-02  -1.01832086e-01
    2.10279190e-01   2.01375038e-01]
 [  1.18236493e-01   1.98670102e-01   2.42095709e-02  -4.90207088e-02
    7.76539713e-03   2.14807566e-01  -4.76404929e-02  -2.23749286e-01
   -8.72696351e-02   1.65752679e-01]
 [ -1.09827289e-02  -2.96323381e-02  -8.20838360e-03  -1.46204051e-01
    1.95224117e-01   2.73866350e-02   3.27740505e-02  -1.29606308e-01
    1.15221627e-01   7.13837209e-02]
 [  8.82690630e-02  -1.43567558e-02  -1.74058810e-01  -2.36283323e-01
   -1.56653980e-01   1.41838893e-01   1.45382269e-01  -2.28745513e-02
    2.43925176e-01   6.23813605e-02]
 [ -3.98827880e-02  -8.40563882e-02  -1.49142606e-01   1.51077049e-01
   -5.82065819e-02  -3.63545008e-02  -2.50446706e-02   1.13500014e-01
   -9.29684350e-02   1.94498025e-01]
 [  1.51989533e-01   1.75031035e-01  -5.75934317e-02   2.19778107e-01
   -1.23947643e-01  -4.88149505e-02  -6.03481681e-02   1.55031171e-01
    1.08308327e-01   2.97382168e-01]
 [ -2.23916126e-01   3.26090506e-02  -1.57890070e-01   8.85370537e-02
   -1.28888724e-01  -1.28297615e-01  -1.56807637e-01   5.46013557e-02
    1.20051059e-01  -2.51921695e-01]
 [  6.41674130e-02  -6.00689158e-02  -6.50767505e-02  -1.13018265e-01
   -6.85565670e-02  -8.01782395e-02   8.02995517e-02  -3.93668062e-03
   -1.80533553e-01   7.87105849e-02]
 [  1.00814720e-01  -1.75947244e-01  -1.85343626e-02  -1.23629165e-01
   -2.26967182e-01  -8.79395261e-02   1.75327077e-01  -8.51311786e-02
   -1.11352540e-01   6.60132850e-02]
 [ -4.24380644e-02   8.55433370e-02  -8.98738347e-02   2.86555819e-02
    4.28506827e-02   6.63147438e-02   3.72684431e-02   1.57919576e-01
    2.67775101e-01  -3.39477993e-02]
 [ -1.27895095e-01  -1.83093787e-01  -3.83802551e-02  -1.90825876e-01
    2.81764789e-01  -9.24446352e-04   1.61183911e-01  -1.37432354e-03
   -6.24127216e-02  -6.74635909e-02]
 [ -2.43900211e-01  -2.49872773e-01  -1.06953703e-01   2.20964981e-02
    3.87194370e-02  -4.71180257e-02  -1.47022273e-01   7.75697402e-02
   -1.57012067e-01  -2.26492643e-01]
 [  2.05932828e-01   2.42992405e-01  -3.75325782e-03  -2.22774913e-02
   -3.08331412e-02   6.71610394e-02  -5.53044376e-02  -9.97660834e-02
   -7.33636497e-03  -3.08933783e-02]
 [  4.03813727e-02   1.54552742e-02  -2.15164991e-01   1.01118602e-01
    1.51432608e-01  -6.12795709e-02   1.71119484e-01   2.29097291e-02
   -1.31236982e-02  -1.71964725e-01]
 [  2.23385948e-02   1.68259598e-01   1.51561119e-01  -4.04792333e-02
   -2.26535775e-01  -1.79805554e-02  -1.76787619e-02   7.67634361e-02
   -1.53536081e-01  -3.98586004e-02]
 [  1.32735970e-01   2.43713920e-02  -1.53190901e-02  -9.14397368e-02
   -1.23037531e-01   6.38293591e-02  -9.69985155e-02   5.76143727e-02
    2.18532550e-02   4.44892113e-02]
 [ -1.42009088e-01   1.67665704e-01   1.19795660e-01   4.36677608e-02
    1.49771810e-01  -1.53239325e-01  -1.51266343e-01  -1.38645417e-01
    3.57905893e-04   1.42281858e-01]
 [  1.76984469e-01   2.34847723e-01   8.54008175e-02   1.27399123e-01
   -7.12030376e-02  -2.54234230e-01  -7.90867664e-02  -9.07011859e-02
   -1.13128306e-01   1.52091713e-01]
 [  2.59761452e-02  -1.61533344e-01   9.01179340e-02   1.91240078e-01
   -2.71184728e-02  -1.77402527e-02  -1.02507613e-01   4.68411440e-02
    1.27513909e-01  -1.70017691e-01]
 [  8.31557170e-02   5.42578704e-02   8.64468666e-02  -4.85522356e-02
   -2.14576157e-01   2.30603466e-01   3.17127960e-02   6.16896045e-02
    1.41939624e-01  -3.08581786e-01]
 [  2.70755155e-01  -1.12495989e-01  -4.50682809e-02  -2.37740968e-01
    2.99127322e-01  -6.82492240e-02  -6.01052038e-02   1.50641990e-01
    1.31505710e-01  -2.21782143e-01]
 [ -1.75275144e-01  -8.22033591e-02  -2.40205842e-02   1.90565445e-02
    2.51506736e-01  -1.50470791e-01  -1.21884036e-01   1.18305733e-01
    3.40535104e-01  -1.97554058e-01]
 [  2.55750194e-01   1.83620339e-02  -1.32280264e-01   1.83859440e-01
    1.54262862e-01  -1.40790423e-01  -8.92110772e-02  -1.06436981e-01
    2.47306344e-02  -5.81113254e-02]
 [ -2.77258868e-01  -1.68322254e-01   2.62709076e-01   2.80510943e-03
   -1.09337056e-01   8.94579276e-02   1.28406130e-01   1.69773946e-01
   -1.38469674e-02  -7.87928209e-02]
 [  1.10925627e-01  -7.83103218e-04   2.51358513e-01  -2.31893325e-01
    1.78161679e-02   8.58613527e-02   1.00055354e-01   1.74529518e-01
    9.20285060e-02  -1.04449450e-01]
 [  1.28048250e-01   8.13821655e-02  -8.99461225e-02  -1.13592410e-01
   -1.71227917e-01   1.96133271e-01   6.34907299e-02  -1.87811132e-01
   -1.09599225e-01   2.32838040e-03]
 [ -1.89086809e-01   1.04741011e-01  -1.76640776e-01  -8.55092955e-02
   -2.55283269e-01   5.79635673e-02   1.60017145e-01   1.14451463e-01
    2.82815620e-02   2.23495135e-02]
 [  2.61460952e-02   7.96695283e-02  -3.78511854e-04   5.69554688e-02
   -5.43237295e-02   1.59215815e-01  -2.93897752e-01  -5.16574859e-02
   -3.67464909e-02  -1.62154261e-01]
 [  2.06486677e-02   5.85602954e-03   2.00492945e-01  -1.48585138e-01
   -5.82519649e-02  -1.93759244e-01   1.39766805e-01  -2.00133871e-01
    1.69057798e-02   1.55129090e-01]
 [  7.09832144e-03   2.27846892e-01   4.03243112e-01   1.90498327e-01
    1.36844620e-01   2.33580921e-02   9.84939661e-02  -6.76926749e-02
    1.49277712e-01  -5.10174774e-02]
 [  4.33683617e-02   3.95662323e-02   1.83846943e-02   9.54935530e-02
   -1.05396645e-01  -1.04260317e-01   1.04339319e-01  -1.61792799e-01
    5.25652903e-02   1.25647943e-01]
 [ -6.41703387e-02   1.97568562e-01   2.82592901e-01  -1.21063972e-01
   -1.80572290e-02  -3.66145943e-02  -2.48114536e-02   1.01658330e-01
   -2.43102092e-01   1.56641697e-03]
 [ -9.36589906e-02  -1.62567497e-03   2.01522878e-01  -3.69237626e-02
   -8.73507479e-02  -1.23312492e-01  -1.63232937e-01  -1.39816279e-01
   -2.17862322e-01   1.40641211e-02]
 [  9.59716900e-02  -2.86472972e-01   7.90409465e-02   7.98467297e-02
    5.27351341e-02   1.51602768e-01   1.88447447e-01   2.50571141e-02
   -1.08766897e-01   1.80249879e-01]]
final_inputs_run [[-1.08271417]
 [-1.0848394 ]
 [-1.13378181]
 ..., 
 [-0.4037857 ]
 [-0.31738334]
 [-0.17418179]]
final_outputs_run [[-1.08271417]
 [-1.0848394 ]
 [-1.13378181]
 ..., 
 [-0.4037857 ]
 [-0.31738334]
 [-0.17418179]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
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Progress: 0.8% ... Training loss: 0.636 ... Validation loss: 1.094[-0.37654454]
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3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
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6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
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12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
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18      0        0 -0.399817  1.310171   0.519881         1         0   
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22      0        0 -0.503683  1.621165   0.276298         1         0   
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28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
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15414   1        0 -0.088219  0.325357   0.031898         0         0   
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15416   1        0  0.015647  0.221693  -0.456086         0         0   
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15427   1        0 -0.192085  1.310171  -0.821460         0         0   
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15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

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       weekday_6  
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[15435 rows x 56 columns]
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final_inputs_run [[-1.08497364]
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 ..., 
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final_outputs_run [[-1.08497364]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
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15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
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15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
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...          ...  
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16872          0  
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16874          0  

[1440 rows x 56 columns]
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    1.27536557e-01  -1.70188407e-01]
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    1.42026406e-01  -3.09358518e-01]
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    3.40619819e-01  -1.98310139e-01]
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    1.55211776e-01  -1.41004895e-01  -8.94559262e-02  -1.06203002e-01
    2.47793385e-02  -5.85713220e-02]
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   -1.08566473e-01   8.92960190e-02   1.28237126e-01   1.69938049e-01
   -1.38135254e-02  -7.91051781e-02]
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   -1.09614298e-01   2.48040853e-03]
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   -2.56286052e-01   5.81885948e-02   1.60259936e-01   1.14227489e-01
    2.82342096e-02   2.28119249e-02]
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    5.26169340e-02   1.25246498e-01]
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   -2.43221239e-01   2.71912136e-03]
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   -2.17904149e-01   1.45728632e-02]
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    5.40030509e-02   1.51277784e-01   1.88085329e-01   2.54053151e-02
   -1.08693266e-01   1.79544032e-01]]
final_inputs_run [[-0.04545978]
 [ 0.16050443]
 [ 0.36068328]
 ..., 
 [ 0.06341229]
 [-0.16090897]
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final_outputs_run [[-0.04545978]
 [ 0.16050443]
 [ 0.36068328]
 ..., 
 [ 0.06341229]
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Progress: 0.8% ... Training loss: 0.635 ... Validation loss: 1.092[ 0.95695493]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
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15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
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16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
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16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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16874         0         1             0    ...          1      0      0   

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 [  1.53391857e-01   1.76107957e-01  -5.86788654e-02   2.20982197e-01
   -1.27172027e-01  -4.81093109e-02  -5.95566042e-02   1.54297271e-01
    1.08153403e-01   2.98845976e-01]
 [ -2.22252819e-01   3.38974051e-02  -1.59185979e-01   8.99303917e-02
   -1.32989851e-01  -1.27455074e-01  -1.55898259e-01   5.37529995e-02
    1.19878252e-01  -2.50207426e-01]
 [  6.58523983e-02  -5.87854710e-02  -6.63854435e-02  -1.11604467e-01
   -7.27308946e-02  -7.93189023e-02   8.12127670e-02  -4.78643564e-03
   -1.80711707e-01   8.04352364e-02]
 [  1.01389485e-01  -1.75511541e-01  -1.89759231e-02  -1.23154134e-01
   -2.28350432e-01  -8.76562291e-02   1.75620675e-01  -8.54075703e-02
   -1.11412646e-01   6.65970901e-02]
 [ -4.21378154e-02   8.57660827e-02  -9.00753271e-02   2.88924316e-02
    4.21004319e-02   6.64544340e-02   3.74154517e-02   1.57782892e-01
    2.67745698e-01  -3.36606175e-02]
 [ -1.28370238e-01  -1.83424010e-01  -3.79836931e-02  -1.91195547e-01
    2.82837865e-01  -1.15224281e-03   1.60924492e-01  -1.13927291e-03
   -6.23605541e-02  -6.79605923e-02]
 [ -2.44203696e-01  -2.50118026e-01  -1.06712511e-01   2.18316206e-02
    3.94708152e-02  -4.72727929e-02  -1.47181676e-01   7.77219477e-02
   -1.56979544e-01  -2.26839635e-01]
 [  2.05143245e-01   2.42386494e-01  -3.07505898e-03  -2.29940170e-02
   -2.90067976e-02   6.67328338e-02  -5.57709692e-02  -9.93336285e-02
   -7.24681982e-03  -3.17570390e-02]
 [  4.02784077e-02   1.53978747e-02  -2.15053484e-01   1.01024321e-01
    1.51637517e-01  -6.13467845e-02   1.71076088e-01   2.29622554e-02
   -1.31112061e-02  -1.72107658e-01]
 [  2.24239661e-02   1.68459391e-01   1.51481385e-01  -4.03319595e-02
   -2.26682044e-01  -1.78721588e-02  -1.75499607e-02   7.66645549e-02
   -1.53562393e-01  -3.96856008e-02]
 [  1.32217258e-01   2.39929261e-02  -1.49090833e-02  -9.18585790e-02
   -1.21821531e-01   6.35688279e-02  -9.72768834e-02   5.78649619e-02
    2.19087976e-02   4.39721093e-02]
 [ -1.41859899e-01   1.67776366e-01   1.19704506e-01   4.37934015e-02
    1.49421315e-01  -1.53161962e-01  -1.51186482e-01  -1.38721974e-01
    3.42027389e-04   1.42438409e-01]
 [  1.76178027e-01   2.34338922e-01   8.60337376e-02   1.26820710e-01
   -6.94551902e-02  -2.54611841e-01  -7.94842972e-02  -9.03243404e-02
   -1.13048100e-01   1.51410087e-01]
 [  2.59937124e-02  -1.61538601e-01   9.01273819e-02   1.91230631e-01
   -2.72025077e-02  -1.77453954e-02  -1.02514501e-01   4.68483673e-02
    1.27515550e-01  -1.69998936e-01]
 [  8.14647808e-02   5.29134646e-02   8.78054971e-02  -4.99679810e-02
   -2.10554812e-01   2.29661498e-01   3.06733788e-02   6.26349138e-02
    1.42137618e-01  -3.10267167e-01]
 [  2.68206069e-01  -1.14421022e-01  -4.30046131e-02  -2.39616587e-01
    3.04049912e-01  -6.94822087e-02  -6.15856439e-02   1.51987638e-01
    1.31792857e-01  -2.24296828e-01]
 [ -1.76344022e-01  -8.30076836e-02  -2.31907027e-02   1.82499588e-02
    2.53471251e-01  -1.51019486e-01  -1.22491085e-01   1.18858867e-01
    3.40651072e-01  -1.98611954e-01]
 [  2.54352394e-01   1.73129507e-02  -1.31184446e-01   1.82737338e-01
    1.56893400e-01  -1.41446961e-01  -8.99583454e-02  -1.05731913e-01
    2.48790816e-02  -5.94978960e-02]
 [ -2.77463481e-01  -1.68493907e-01   2.62952353e-01   2.56405173e-03
   -1.08844082e-01   8.93472312e-02   1.28282858e-01   1.69895603e-01
   -1.38202026e-02  -7.90288753e-02]
 [  1.11356675e-01  -4.52554039e-04   2.51033067e-01  -2.31534901e-01
    1.66971778e-02   8.60791255e-02   1.00295832e-01   1.74307900e-01
    9.19822000e-02  -1.04003235e-01]
 [  1.28373445e-01   8.16243257e-02  -9.01984077e-02  -1.13332224e-01
   -1.72011831e-01   1.96295179e-01   6.36617647e-02  -1.87966515e-01
   -1.09631886e-01   2.66023156e-03]
 [ -1.88526681e-01   1.05183068e-01  -1.77121615e-01  -8.50221648e-02
   -2.56614521e-01   5.82655289e-02   1.60343599e-01   1.14150893e-01
    2.82177045e-02   2.29634881e-02]
 [  2.53773691e-02   7.91554166e-02   1.57424180e-04   5.64178642e-02
   -5.30700548e-02   1.58856360e-01  -2.94295594e-01  -5.12990130e-02
   -3.66681007e-02  -1.62763463e-01]
 [  1.89977557e-02   4.55839840e-03   2.01876882e-01  -1.49844984e-01
   -5.53889072e-02  -1.94590711e-01   1.38793420e-01  -1.99229829e-01
    1.70956678e-02   1.53391085e-01]
 [  8.30835571e-03   2.28828321e-01   4.02442863e-01   1.91548972e-01
    1.34338648e-01   2.39614182e-02   9.91795093e-02  -6.83373161e-02
    1.49144798e-01  -4.97370938e-02]
 [  4.29598877e-02   3.92731372e-02   1.87462111e-02   9.52112407e-02
   -1.05029256e-01  -1.04497592e-01   1.04075121e-01  -1.61564004e-01
    5.26188402e-02   1.25289864e-01]
 [ -6.26645882e-02   1.98865163e-01   2.81436229e-01  -1.19780232e-01
   -2.19056596e-02  -3.57678276e-02  -2.38791299e-02   1.00823942e-01
   -2.43280190e-01   3.18855167e-03]
 [ -9.38172891e-02  -1.76320356e-03   2.01723112e-01  -3.69505004e-02
   -8.74743527e-02  -1.23400055e-01  -1.63440498e-01  -1.39641343e-01
   -2.17820676e-01   1.40084076e-02]
 [  9.50620582e-02  -2.87173066e-01   7.98363988e-02   7.90531532e-02
    5.44811422e-02   1.51107517e-01   1.87872239e-01   2.55933262e-02
   -1.08652971e-01   1.79237091e-01]]
final_inputs_run [[-0.01887743]
 [ 0.19311574]
 [ 0.39500507]
 ..., 
 [ 0.09298666]
 [-0.13608915]
 [-0.18761902]]
final_outputs_run [[-0.01887743]
 [ 0.19311574]
 [ 0.39500507]
 ..., 
 [ 0.09298666]
 [-0.13608915]
 [-0.18761902]]
Progress: 0.8% ... Training loss: 0.632 ... Validation loss: 1.069[-0.28827203]
[ 0.81572832]
[ 0.27497057]
[-0.90310946]
[ 0.25883587]
[-0.29665819]
[ 2.13544838]
[-1.27278344]
[-0.19137159]
[ 0.89248147]
[-1.05482163]
[-0.54820982]
[ 0.19183851]
[-0.01406728]
[ 0.29761696]
[-0.41704276]
[ 0.88922991]
[-0.19688861]
[ 0.70567558]
[-0.12855319]
[ 0.75962541]
[-0.5471388]
[ 0.90789961]
[ 0.999899]
[-0.91427086]
[-0.21729256]
[-1.43808913]
[ 0.56599429]
[-0.72691404]
[-0.11002994]
[-0.30034054]
[ 0.04498348]
[ 0.47249502]
[-0.65357814]
[ 0.86318014]
[-1.01702698]
[ 0.429202]
[ 0.07171444]
[-0.51995041]
[-0.16967581]
[-0.47547735]
[-0.09297371]
[-0.37741666]
[ 2.03327667]
[-0.86731214]
[ 0.14813386]
[ 0.87868889]
[-0.2701239]
[-0.28740067]
[-0.94485822]
[ 1.0133096]
[-0.88907081]
[ 0.36668649]
[-0.3510206]
[-0.96787756]
[-0.27755066]
[-0.25825188]
[ 0.03189289]
[ 0.79068612]
[-0.20163893]
[ 0.86373562]
[-0.328663]
[-0.05165928]
[-0.14970416]
[-0.8932855]
[ 0.10857206]
[ 0.61028752]
[ 0.268646]
[-0.34727547]
[ 0.60499283]
[ 1.25997897]
[-0.25079888]
[ 0.20546196]
[ 0.49347705]
[ 0.61203445]
[-0.38235842]
[ 2.36687952]
[ 1.44403344]
[ 0.5694796]
[ 1.11916535]
[ 0.36434395]
[-0.60781368]
[-0.35719611]
[-0.39549484]
[-1.28516224]
[-0.69014868]
[ 0.15272434]
[-0.40561536]
[ 0.8843813]
[ 0.51854296]
[-0.04293418]
[ 0.30216145]
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[-0.17774665]
[-0.2992333]
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[ 0.8837669]
[ 0.74101988]
[-0.3407778]
[-0.25682469]
[ 1.59761987]
[ 1.5333576]
[-1.39911583]
[-1.27561816]
[-0.76718923]
[-0.71398192]
[ 0.43563667]
[-0.99571747]
[-0.00042694]
[ 0.7212559]
[-1.12362313]
[ 1.83736154]
[ 0.26751653]
[ 0.14987424]
[-0.62375621]
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[-0.02950304]
[-0.06392637]
[-0.32522527]
[ 1.75341649]
[-0.52189062]
[-0.51392083]
[ 0.10776077]
[ 1.13440271]
[-0.83900603]
[ 2.52713256]
[-1.4135517]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15437   1        0  0.327244 -0.555792   0.886073         0         0   
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15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
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15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
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   -1.08923884e-01   8.93646042e-02   1.28302126e-01   1.69876900e-01
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   -1.09635410e-01   2.69721142e-03]
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    2.82200875e-02   2.29396165e-02]
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   -5.19778343e-02   1.58471030e-01  -2.94729698e-01  -5.09084507e-02
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    1.70560725e-02   1.53777659e-01]
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    1.31607714e-01   2.45679215e-02   9.98177058e-02  -6.89610970e-02
    1.48998649e-01  -4.84897211e-02]
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 [  9.46127626e-02  -2.87545092e-01   8.03272982e-02   7.86123588e-02
    5.50180766e-02   1.50872280e-01   1.87572497e-01   2.58910193e-02
   -1.08583599e-01   1.78702958e-01]]
final_inputs_run [[ 0.00753275]
 [ 0.21947073]
 [ 0.4205577 ]
 ..., 
 [ 0.11654625]
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final_outputs_run [[ 0.00753275]
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 ..., 
 [ 0.11654625]
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Progress: 0.8% ... Training loss: 0.630 ... Validation loss: 1.053[ 0.08410334]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15433         0         1             0    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -2.96086078e-01  -1.45735700e-01   6.27134533e-02  -1.08139504e-01
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    2.58724588e-01  -1.20264451e-01  -1.86760795e-01   3.37245524e-02
   -2.42348396e-01   8.31088216e-03]
 [ -1.47577844e-01   5.91760859e-02   8.11132143e-04  -1.36363214e-01
   -4.87255958e-02  -2.47840080e-02   5.75163156e-02   6.90062130e-02
   -1.82476843e-01   1.45749678e-01]
 [  2.54206122e-01  -2.15295697e-01  -8.69367846e-02   7.78901424e-02
    1.56658926e-01   4.18979766e-02  -5.65925811e-02  -6.10837860e-02
    2.54151640e-01   2.43839109e-02]
 [ -9.03898653e-02   1.51407179e-01  -5.25183141e-02   2.72257524e-02
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    4.55709142e-02   1.37368395e-01]
 [  7.94147639e-02   1.39096240e-01  -1.66592453e-02  -8.46100316e-03
    7.76240378e-02  -4.13402989e-02  -2.53667865e-01   2.51667430e-01
   -1.40540181e-01  -3.15516404e-02]
 [ -2.10214228e-02   3.01075733e-01  -1.25679244e-01   4.65452381e-02
    4.99280520e-02  -4.54129706e-02  -7.67126498e-02  -2.68561804e-01
   -8.27614916e-02  -1.19936591e-01]
 [ -6.97121776e-02   1.43636003e-01  -9.32759182e-02  -2.96442618e-01
   -1.70650598e-01  -3.10227850e-01   4.35222378e-02  -8.16981880e-02
   -8.52551361e-02  -1.75197334e-01]
 [  8.51282529e-02   2.74999140e-02  -7.43119678e-02  -8.89938373e-02
   -1.26663885e-01  -2.53646990e-02   6.79454316e-02   3.69335629e-02
   -3.36926114e-03   1.11675436e-01]
 [ -1.94189708e-01  -1.85029052e-02   2.34253738e-02   9.49887827e-02
   -1.56216417e-01   8.52187572e-02   5.26952025e-02   2.11794014e-01
    1.34670416e-01  -1.96618653e-02]
 [ -1.45211461e-01   1.50204896e-01   2.38021764e-01  -9.34245720e-03
    8.56876047e-02   3.96813317e-02   1.08955277e-01  -1.37011453e-01
    1.95941479e-01  -5.77881467e-02]
 [  2.00903981e-01  -6.75623040e-02  -1.65555713e-02  -2.17777596e-01
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   -8.18467226e-03  -5.87473582e-02]
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    2.10259861e-01   2.01544269e-01]
 [  1.17454484e-01   1.98040452e-01   2.48179651e-02  -4.96702252e-02
    9.67473220e-03   2.14398652e-01  -4.80595853e-02  -2.23360567e-01
   -8.71892321e-02   1.64945571e-01]
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   -1.60191332e-01   1.42569419e-01   1.46153009e-01  -2.36249266e-02
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   -6.53326928e-02  -3.48882250e-02  -2.34799448e-02   1.11999548e-01
   -9.33200290e-02   1.97558988e-01]
 [  1.54415610e-01   1.76903948e-01  -5.95261904e-02   2.21836182e-01
   -1.29675637e-01  -4.76094253e-02  -5.89995388e-02   1.53753639e-01
    1.08023277e-01   2.99908750e-01]
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   -1.36774406e-01  -1.26672085e-01  -1.55053391e-01   5.29181146e-02
    1.19681019e-01  -2.48618975e-01]
 [  6.77425202e-02  -5.73514749e-02  -6.78804133e-02  -1.10044804e-01
   -7.70999533e-02  -7.83878060e-02   8.21898901e-02  -5.77579742e-03
   -1.80952542e-01   8.23785000e-02]
 [  1.02911112e-01  -1.74347729e-01  -2.01841090e-02  -1.21900203e-01
   -2.32228624e-01  -8.69013767e-02   1.76427749e-01  -8.62202523e-02
   -1.11610740e-01   6.81927710e-02]
 [ -4.14654168e-02   8.62788905e-02  -9.06124561e-02   2.94578809e-02
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    2.67662345e-01  -3.29608960e-02]
 [ -1.28841858e-01  -1.83783797e-01  -3.76328783e-02  -1.91590000e-01
    2.83909923e-01  -1.37794982e-03   1.60678861e-01  -8.94475972e-04
   -6.22991673e-02  -6.84117524e-02]
 [ -2.45625884e-01  -2.51246314e-01  -1.05498272e-01   2.05499638e-02
    4.27477396e-02  -4.80637700e-02  -1.48048107e-01   7.85304240e-02
   -1.56784071e-01  -2.28359257e-01]
 [  2.04347890e-01   2.41834857e-01  -2.39952273e-03  -2.36808936e-02
   -2.70642816e-02   6.63300030e-02  -5.62039084e-02  -9.89171348e-02
   -7.14696691e-03  -3.26020698e-02]
 [  4.12162885e-02   1.61158602e-02  -2.15844443e-01   1.01806314e-01
    1.49739490e-01  -6.09040583e-02   1.71572173e-01   2.24663728e-02
   -1.32368699e-02  -1.71156448e-01]
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   -2.27084865e-01  -1.77900151e-02  -1.74250005e-02   7.65629578e-02
   -1.53592953e-01  -3.95051510e-02]
 [  1.31968503e-01   2.38022041e-02  -1.46930730e-02  -9.20581377e-02
   -1.21416844e-01   6.34295941e-02  -9.74241224e-02   5.80035625e-02
    2.19429848e-02   4.37201273e-02]
 [ -1.42170294e-01   1.67515907e-01   1.20053246e-01   4.34870966e-02
    1.50098317e-01  -1.53326005e-01  -1.51392366e-01  -1.38527740e-01
    3.87355052e-04   1.42050355e-01]
 [  1.76254996e-01   2.34407782e-01   8.59694634e-02   1.26890527e-01
   -6.95955012e-02  -2.54574311e-01  -7.94377223e-02  -9.03700936e-02
   -1.13060393e-01   1.51503871e-01]
 [  2.60500805e-02  -1.61480474e-01   9.01140394e-02   1.91273077e-01
   -2.75865076e-02  -1.77231511e-02  -1.02498785e-01   4.68206430e-02
    1.27508983e-01  -1.69944328e-01]
 [  8.11600813e-02   5.26578786e-02   8.80773872e-02  -5.02273872e-02
   -2.09798102e-01   2.29485978e-01   3.04782350e-02   6.28236500e-02
    1.42184776e-01  -3.10607945e-01]
 [  2.67085831e-01  -1.15244433e-01  -4.20539418e-02  -2.40479736e-01
    3.05835653e-01  -7.00847658e-02  -6.22741572e-02   1.52615613e-01
    1.31954068e-01  -2.25385219e-01]
 [ -1.77851879e-01  -8.43550925e-02  -2.17533162e-02   1.67728087e-02
    2.56742389e-01  -1.51859760e-01  -1.23500798e-01   1.19814466e-01
    3.40870684e-01  -2.00339853e-01]
 [  2.52645013e-01   1.60645323e-02  -1.29786074e-01   1.81378491e-01
    1.60202970e-01  -1.42217550e-01  -9.08878408e-02  -1.04821158e-01
    2.51035070e-02  -6.12050042e-02]
 [ -2.77720341e-01  -1.68700992e-01   2.63179288e-01   2.33029508e-03
   -1.08130844e-01   8.92117046e-02   1.28142755e-01   1.70040686e-01
   -1.37833043e-02  -7.93266360e-02]
 [  1.11779171e-01  -1.26442976e-04   2.50701165e-01  -2.31189085e-01
    1.55488423e-02   8.62916358e-02   1.00528725e-01   1.74078586e-01
    9.19245980e-02  -1.03561597e-01]
 [  1.28527695e-01   8.17618476e-02  -9.03447625e-02  -1.13196449e-01
   -1.72452862e-01   1.96376196e-01   6.37477485e-02  -1.88056188e-01
   -1.09653161e-01   2.84539864e-03]
 [ -1.88327352e-01   1.05326328e-01  -1.77268764e-01  -8.48553495e-02
   -2.57074931e-01   5.83615378e-02   1.60443865e-01   1.14047362e-01
    2.81907864e-02   2.31633982e-02]
 [  2.60140905e-02   7.97099590e-02  -3.34218641e-04   5.70390589e-02
   -5.52811628e-02   1.59143738e-01  -2.94023197e-01  -5.16218079e-02
   -3.67490840e-02  -1.62032044e-01]
 [  1.88682401e-02   4.40810108e-03   2.02037153e-01  -1.50015240e-01
   -5.54116144e-02  -1.94669946e-01   1.38646087e-01  -1.99087450e-01
    1.71354448e-02   1.53207115e-01]
 [  1.00143884e-02   2.30023524e-01   4.01226742e-01   1.92800569e-01
    1.30339429e-01   2.47476076e-02   9.99639433e-02  -6.91390761e-02
    1.48955720e-01  -4.80892341e-02]
 [  4.18301491e-02   3.84029577e-02   1.97402336e-02   9.42545402e-02
   -1.03285548e-01  -1.05111741e-01   1.03381836e-01  -1.60930718e-01
    5.27811295e-02   1.24111510e-01]
 [ -6.13286094e-02   2.00026375e-01   2.80341020e-01  -1.18595070e-01
   -2.52931742e-02  -3.50932711e-02  -2.31243290e-02   1.00076586e-01
   -2.43469758e-01   4.69539101e-03]
 [ -9.33241322e-02  -1.36967349e-03   2.01399411e-01  -3.66455323e-02
   -8.88815443e-02  -1.23196441e-01  -1.63275571e-01  -1.39845476e-01
   -2.17876516e-01   1.44724355e-02]
 [  9.54950018e-02  -2.86881093e-01   7.95808257e-02   7.93753110e-02
    5.29281926e-02   1.51325706e-01   1.88040167e-01   2.54138246e-02
   -1.08706120e-01   1.79649818e-01]]
final_inputs_run [[-1.14108935]
 [-1.14501099]
 [-1.19521232]
 ..., 
 [-0.45338803]
 [-0.36658808]
 [-0.21635068]]
final_outputs_run [[-1.14108935]
 [-1.14501099]
 [-1.19521232]
 ..., 
 [-0.45338803]
 [-0.36658808]
 [-0.21635068]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
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Progress: 0.8% ... Training loss: 0.636 ... Validation loss: 1.114[-0.65121599]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
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15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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 [  9.53171580e-02  -2.87051153e-01   7.97498871e-02   7.91887652e-02
    5.31230424e-02   1.51217993e-01   1.87899656e-01   2.55235066e-02
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final_inputs_run [[-1.09391906]
 [-1.09831696]
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 ..., 
 [-0.40660437]
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final_outputs_run [[-1.09391906]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
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15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
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16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
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...          ...  
16845          0  
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16864          0  
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16866          0  
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16868          0  
16869          0  
16870          0  
16871          0  
16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
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    5.31230424e-02   1.51217993e-01   1.87899656e-01   2.55235066e-02
   -1.08682288e-01   1.79433872e-01]]
final_inputs_run [[-0.02739713]
 [ 0.18555224]
 [ 0.38816862]
 ..., 
 [ 0.08332562]
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final_outputs_run [[-0.02739713]
 [ 0.18555224]
 [ 0.38816862]
 ..., 
 [ 0.08332562]
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Progress: 0.8% ... Training loss: 0.629 ... Validation loss: 1.073[-0.06209375]
[-0.88593454]
[ 0.92412277]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
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15414   1        0 -0.088219  0.325357   0.031898         0         0   
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final_inputs_run [[-1.07409383]
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 ..., 
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final_outputs_run [[-1.07409383]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
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15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
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15451          0          0          0          0          1          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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[1440 rows x 56 columns]
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 [  5.18509462e-02   4.52632707e-02  -2.74536402e-01  -2.13207610e-01
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   -8.13351704e-03  -5.91117125e-02]
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    1.09905910e-02   2.14120232e-01  -4.83570751e-02  -2.23080879e-01
   -8.71268534e-02   1.64373131e-01]
 [ -1.12976767e-02  -2.98762142e-02  -7.95799043e-03  -1.46512891e-01
    1.95774432e-01   2.72003880e-02   3.25759613e-02  -1.29424987e-01
    1.15265009e-01   7.10905049e-02]
 [  9.09031447e-02  -1.23436548e-02  -1.76122380e-01  -2.34152993e-01
   -1.62906317e-01   1.43159771e-01   1.46766764e-01  -2.41951173e-02
    2.43645276e-01   6.50893692e-02]
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   -6.76764492e-02  -3.43955145e-02  -2.29468437e-02   1.11524640e-01
   -9.34195053e-02   1.98597932e-01]
 [  1.55467424e-01   1.77705895e-01  -6.03522961e-02   2.22713206e-01
   -1.32347330e-01  -4.70731558e-02  -5.84120462e-02   1.53217616e-01
    1.07904472e-01   3.01010355e-01]
 [ -2.19704120e-01   3.58890179e-02  -1.61337452e-01   9.21470275e-02
   -1.39347917e-01  -1.26145360e-01  -1.54489127e-01   5.24068894e-02
    1.19572940e-01  -2.47539407e-01]
 [  7.00503649e-02  -5.56123247e-02  -6.96473986e-02  -1.08157706e-01
   -8.26525635e-02  -7.72374779e-02   8.34061100e-02  -6.89119242e-03
   -1.81204372e-01   8.47509106e-02]
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   -2.34579216e-01  -8.64161630e-02   1.76931872e-01  -8.67056917e-02
   -1.11722620e-01   6.92054135e-02]
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    3.97574444e-02   6.69413141e-02   3.79141057e-02   1.57296249e-01
    2.67631022e-01  -3.26548254e-02]
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   -6.22341357e-02  -6.90798720e-02]
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   -1.56474802e-01  -2.31054362e-01]
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   -2.62617703e-02   6.61524948e-02  -5.63867769e-02  -9.87523911e-02
   -7.11372105e-03  -3.29521178e-02]
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   -1.32417525e-02  -1.71133596e-01]
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   -2.25997277e-01  -1.80078553e-02  -1.76488315e-02   7.67700497e-02
   -1.53548066e-01  -3.99269804e-02]
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   -1.19249060e-01   6.28876729e-02  -9.80177241e-02   5.85287220e-02
    2.20581180e-02   4.26480424e-02]
 [ -1.42868280e-01   1.66901750e-01   1.20705789e-01   4.28574511e-02
    1.51368575e-01  -1.53729888e-01  -1.51823886e-01  -1.38134241e-01
    4.70764114e-04   1.41251423e-01]
 [  1.75411850e-01   2.33761015e-01   8.66535857e-02   1.26207881e-01
   -6.74984301e-02  -2.54994100e-01  -7.98872385e-02  -8.99588920e-02
   -1.12969762e-01   1.50633780e-01]
 [  2.57119091e-02  -1.61751271e-01   9.03949156e-02   1.90974140e-01
   -2.67909593e-02  -1.79062673e-02  -1.02683624e-01   4.70075354e-02
    1.27552457e-01  -1.70285469e-01]
 [  8.09814656e-02   5.25293422e-02   8.82609732e-02  -5.03828707e-02
   -2.09318422e-01   2.29393022e-01   3.03660830e-02   6.29252402e-02
    1.42206140e-01  -3.10753977e-01]
 [  2.65395349e-01  -1.16563350e-01  -4.06981426e-02  -2.41819833e-01
    3.08353323e-01  -7.09856859e-02  -6.33334986e-02   1.53491456e-01
    1.32142430e-01  -2.27028364e-01]
 [ -1.79208811e-01  -8.56026748e-02  -2.03922553e-02   1.54614630e-02
    2.59758905e-01  -1.52655462e-01  -1.24446846e-01   1.20653778e-01
    3.41052653e-01  -2.01982093e-01]
 [  2.51381626e-01   1.50630840e-02  -1.28790252e-01   1.80322006e-01
    1.62760587e-01  -1.42843437e-01  -9.16340913e-02  -1.04150900e-01
    2.52526904e-02  -6.25062487e-02]
 [ -2.78237875e-01  -1.69152542e-01   2.63624492e-01   1.82088411e-03
   -1.06968599e-01   8.88951204e-02   1.27796643e-01   1.70364445e-01
   -1.37047823e-02  -7.99292924e-02]
 [  1.12106186e-01   1.36588040e-04   2.50469062e-01  -2.30938909e-01
    1.47059484e-02   8.64540225e-02   1.00703492e-01   1.73907512e-01
    9.18862233e-02  -1.03213303e-01]
 [  1.28852272e-01   8.20143819e-02  -9.06004598e-02  -1.12935754e-01
   -1.73211522e-01   1.96539175e-01   6.39275146e-02  -1.88215774e-01
   -1.09687214e-01   3.19559414e-03]
 [ -1.87608183e-01   1.05950050e-01  -1.77891583e-01  -8.42213514e-02
   -2.58996735e-01   5.87508241e-02   1.60869766e-01   1.13642781e-01
    2.80978746e-02   2.39840853e-02]
 [  2.48664764e-02   7.86407101e-02   7.93859705e-04   5.59797250e-02
   -5.32812162e-02   1.58454339e-01  -2.94794898e-01  -5.09354116e-02
   -3.66055572e-02  -1.63306632e-01]
 [  1.97379949e-02   5.18170726e-03   2.01326426e-01  -1.49206257e-01
   -5.78621835e-02  -1.94200427e-01   1.39164874e-01  -1.99568542e-01
    1.70399808e-02   1.54220415e-01]
 [  9.71463134e-03   2.29740894e-01   4.01472730e-01   1.92595138e-01
    1.29561641e-01   2.46001761e-02   9.97563796e-02  -6.89917357e-02
    1.48973336e-01  -4.82693713e-02]
 [  4.12378954e-02   3.77702360e-02   2.04419052e-02   9.35662618e-02
   -1.02759300e-01  -1.05603088e-01   1.02777113e-01  -1.60443399e-01
    5.28958079e-02   1.23265569e-01]
 [ -6.20513292e-02   1.99538365e-01   2.80980549e-01  -1.19135096e-01
   -2.36733549e-02  -3.53902823e-02  -2.35177950e-02   1.00470627e-01
   -2.43363876e-01   4.08347798e-03]
 [ -9.33934378e-02  -1.48016898e-03   2.01565017e-01  -3.67979290e-02
   -8.85858937e-02  -1.23288289e-01  -1.63416479e-01  -1.39761221e-01
   -2.17871936e-01   1.43579613e-02]
 [  9.46988475e-02  -2.87539860e-01   8.02871732e-02   7.86595262e-02
    5.47367163e-02   1.50908384e-01   1.87546894e-01   2.58630903e-02
   -1.08600362e-01   1.78766895e-01]]
final_inputs_run [[  9.48867019e-05]
 [  2.12375341e-01]
 [  4.15963210e-01]
 ..., 
 [  1.08092288e-01]
 [ -1.28587778e-01]
 [ -1.84560648e-01]]
final_outputs_run [[  9.48867019e-05]
 [  2.12375341e-01]
 [  4.15963210e-01]
 ..., 
 [  1.08092288e-01]
 [ -1.28587778e-01]
 [ -1.84560648e-01]]
Progress: 0.8% ... Training loss: 0.626 ... Validation loss: 1.054[-0.29240592]
[-0.21385407]
[-0.13093378]
[ 0.15544938]
[-0.65092865]
[ 1.10401853]
[ 0.58030149]
[-0.54111821]
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[ 1.98662112]
[ 0.98188353]
[ 0.85315925]
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[ 0.2416053]
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[ 2.69072779]
[ 0.86241749]
[ 0.96092888]
[-0.5954198]
[ 1.27963594]
[ 0.40105663]
[ 0.13676484]
[-0.84797363]
[ 0.9295926]
[-0.05808879]
[-0.66610941]
[ 0.03693342]
[-0.22342449]
[-0.34397476]
[-0.64258708]
[ 0.68458209]
[-1.14177952]
[-0.15821559]
[-0.4733316]
[-0.24217524]
[ 1.67971456]
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[-1.12789512]
[ 0.24012313]
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[ 0.74637104]
[ 0.09298326]
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[ 0.05910173]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
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15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
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    4.63318900e-04   1.41309169e-01]
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   -2.63174341e-02  -1.79986642e-02  -1.02781218e-01   4.70986075e-02
    1.27578689e-01  -1.70491284e-01]
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    1.42340699e-01  -3.11610536e-01]
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    3.08746235e-01  -7.10702713e-02  -6.34177557e-02   1.53577774e-01
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    2.62733192e-01  -1.53408008e-01  -1.25249480e-01   1.21446394e-01
    3.41245933e-01  -2.03476460e-01]
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    1.64052631e-01  -1.43129152e-01  -9.19420874e-02  -1.03845305e-01
    2.53300162e-02  -6.30931500e-02]
 [ -2.78232367e-01  -1.69155901e-01   2.63622636e-01   1.82687732e-03
   -1.07001627e-01   8.88934887e-02   1.27795261e-01   1.70365153e-01
   -1.37044584e-02  -7.99231157e-02]
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    1.39327402e-02   8.65990968e-02   1.00851266e-01   1.73752222e-01
    9.18477046e-02  -1.02913625e-01]
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   -1.72976713e-01   1.96474408e-01   6.38603372e-02  -1.88148751e-01
   -1.09669818e-01   3.07005736e-03]
 [ -1.87564429e-01   1.05984338e-01  -1.77928953e-01  -8.41825132e-02
   -2.59089081e-01   5.87736143e-02   1.60892782e-01   1.13619498e-01
    2.80919295e-02   2.40297420e-02]
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   -5.36548023e-02   1.58532544e-01  -2.94736454e-01  -5.10046510e-02
   -3.66248321e-02  -1.63107784e-01]
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   -5.76620317e-02  -1.94226346e-01   1.39138047e-01  -1.99543144e-01
    1.70456863e-02   1.54171802e-01]
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    1.31223699e-01   2.42112538e-02   9.93666930e-02  -6.86003941e-02
    1.49070057e-01  -4.90820696e-02]
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   -1.02679244e-01  -1.05640620e-01   1.02755190e-01  -1.60412678e-01
    5.29043273e-02   1.23222007e-01]
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   -2.17677487e-01   1.29302318e-02]
 [  9.43218219e-02  -2.87862985e-01   8.06523192e-02   7.82438625e-02
    5.53056360e-02   1.50628692e-01   1.87237246e-01   2.61530760e-02
   -1.08523825e-01   1.78306365e-01]]
final_inputs_run [[ 0.04308481]
 [ 0.25376095]
 [ 0.45663285]
 ..., 
 [ 0.14823684]
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final_outputs_run [[ 0.04308481]
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 ..., 
 [ 0.14823684]
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Progress: 0.8% ... Training loss: 0.626 ... Validation loss: 1.029[-0.29119228]
[ 0.02602401]
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[ 0.44985091]
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[ 1.04989716]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
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29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
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15410         0         1             1    ...          0      0      0   
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15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.01791045e-01  -1.50574078e-01   6.80344558e-02  -1.13215085e-01
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   -4.13212180e-01   8.07881285e-02  -3.14593807e-02  -7.87369359e-02
    4.40487090e-02   2.79077782e-01]
 [ -2.33699976e-01   3.62841253e-02   1.20896672e-01  -6.11825380e-02
    2.11369813e-02  -1.80410507e-02  -7.39108253e-02   1.85749327e-03
   -1.41378533e-01  -3.53698923e-02]
 [  3.59679899e-01   7.52156288e-03   6.28237707e-02  -1.51656152e-01
   -3.49764224e-01   2.79908895e-01   3.84324568e-02   5.51728122e-02
    1.49651727e-01   9.82623293e-02]
 [ -6.12511757e-02  -4.85631834e-02  -8.25478214e-03   1.69948103e-01
   -1.24255255e-02  -2.77657573e-01   1.41660369e-02  -4.78521918e-02
    1.15782921e-01   9.32331311e-02]
 [  1.95782234e-01   7.52633904e-02   1.02713373e-01   6.32375532e-02
    5.77492326e-02  -8.62614812e-02   6.44502112e-03   1.34959184e-01
    5.48741017e-02  -2.63222781e-03]
 [ -1.62784587e-01  -1.47380190e-03  -8.70161102e-02  -4.36903533e-02
    2.24144112e-01   8.07761192e-02  -2.72388197e-02   1.84764979e-01
   -6.99086627e-02   8.95660379e-02]
 [ -1.13705827e-01  -1.05718000e-01  -5.18796398e-02  -8.50260763e-02
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 [ -1.36252543e-01   9.14887752e-02  -1.35275297e-01   6.99358257e-02
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   -2.42407253e-01   8.74833213e-03]
 [ -1.47585234e-01   5.91545631e-02   8.73800191e-04  -1.36438255e-01
   -4.88081624e-02  -2.48174415e-02   5.75077035e-02   6.90289452e-02
   -1.82472905e-01   1.45638805e-01]
 [  2.54206122e-01  -2.15295697e-01  -8.69367846e-02   7.78901424e-02
    1.56658926e-01   4.18979766e-02  -5.65925811e-02  -6.10837860e-02
    2.54151640e-01   2.43839109e-02]
 [ -9.05681979e-02   1.51252932e-01  -5.23535629e-02   2.70483486e-02
    1.17552496e-01  -9.55989780e-02   2.62812548e-03  -2.97581290e-02
    4.55838589e-02   1.37174071e-01]
 [  8.01653419e-02   1.39664110e-01  -1.71744499e-02  -7.92698728e-03
    7.58633379e-02  -4.09793680e-02  -2.53279453e-01   2.51312406e-01
   -1.40632250e-01  -3.08091853e-02]
 [ -2.10542777e-02   3.01023362e-01  -1.25592558e-01   4.64642335e-02
    5.00449900e-02  -4.54527672e-02  -7.67777742e-02  -2.68519192e-01
   -8.27576132e-02  -1.19974179e-01]
 [ -7.00330107e-02   1.43281018e-01  -9.29002158e-02  -2.96765570e-01
   -1.69939750e-01  -3.10418090e-01   4.31638423e-02  -8.14278070e-02
   -8.52033888e-02  -1.75518153e-01]
 [  8.22626324e-02   2.52520628e-02  -7.19302857e-02  -9.14036992e-02
   -1.20112199e-01  -2.67701034e-02   6.63821878e-02   3.84977293e-02
   -2.98546318e-03   1.08702741e-01]
 [ -1.93671316e-01  -1.81363762e-02   2.30988476e-02   9.52676849e-02
   -1.58188993e-01   8.53483600e-02   5.27611186e-02   2.11607448e-01
    1.34607498e-01  -1.92032024e-02]
 [ -1.42137573e-01   1.52611922e-01   2.35665592e-01  -6.86215170e-03
    7.86361932e-02   4.11889271e-02   1.10543109e-01  -1.38579476e-01
    1.95552247e-01  -5.45940958e-02]
 [  2.00266331e-01  -6.80192182e-02  -1.60414740e-02  -2.18264965e-01
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    1.06524787e-01   7.23910343e-02]
 [  5.28875070e-02   4.60551408e-02  -2.75346487e-01  -2.12330852e-01
    3.09847306e-01  -9.24552809e-02   1.20603592e-01   4.79936709e-02
   -8.28650471e-03  -5.79952470e-02]
 [ -1.47253617e-01   1.05947596e-01  -2.36991177e-01   7.10450321e-02
    1.88354858e-01  -5.90609179e-02   6.60127992e-02  -1.01537396e-01
    2.10357130e-01   2.00694955e-01]
 [  1.16818920e-01   1.97573909e-01   2.52911487e-02  -5.01830596e-02
    1.11257782e-02   2.14084682e-01  -4.83926328e-02  -2.23041500e-01
   -8.71109816e-02   1.64319917e-01]
 [ -1.11398044e-02  -2.97377832e-02  -8.10862911e-03  -1.46367118e-01
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    1.15231491e-01   7.12507626e-02]
 [  9.12883007e-02  -1.20394452e-02  -1.76443841e-01  -2.33833692e-01
   -1.63760420e-01   1.43357758e-01   1.46971726e-01  -2.44006773e-02
    2.43595538e-01   6.54879928e-02]
 [ -3.46446789e-02  -8.00997193e-02  -1.53334804e-01   1.55422737e-01
   -7.10836234e-02  -3.37318392e-02  -2.22587262e-02   1.10809870e-01
   -9.36190260e-02   1.99916827e-01]
 [  1.56350900e-01   1.78366365e-01  -6.10652122e-02   2.23420288e-01
   -1.34535261e-01  -4.66420650e-02  -5.79560257e-02   1.52756456e-01
    1.07778395e-01   3.01886035e-01]
 [ -2.18394048e-01   3.69378815e-02  -1.62464022e-01   9.32615722e-02
   -1.42730078e-01  -1.25503535e-01  -1.53790350e-01   5.16870472e-02
    1.19381047e-01  -2.46154989e-01]
 [  7.17854360e-02  -5.42843502e-02  -7.10548832e-02  -1.06714578e-01
   -8.70320244e-02  -7.63790154e-02   8.42933838e-02  -7.81507927e-03
   -1.81451120e-01   8.65345878e-02]
 [  1.05920983e-01  -1.72036435e-01  -2.25504006e-02  -1.19412876e-01
   -2.39541948e-01  -8.54271697e-02   1.77985570e-01  -8.78007526e-02
   -1.12011371e-01   7.13181576e-02]
 [ -4.01512927e-02   8.72708581e-02  -9.16750918e-02   3.05428986e-02
    3.71148422e-02   6.74405101e-02   3.84402019e-02   1.56746045e-01
    2.67484847e-01  -3.15982259e-02]
 [ -1.30023423e-01  -1.84684594e-01  -3.67366442e-02  -1.92534582e-01
    2.86425620e-01  -1.95069851e-03   1.60092366e-01  -3.05691880e-04
   -6.21705827e-02  -6.95650415e-02]
 [ -2.50223025e-01  -2.54891974e-01  -1.01634324e-01   1.66136968e-02
    5.39790065e-02  -5.03726683e-02  -1.50580022e-01   8.09967353e-02
   -1.56176310e-01  -2.33226283e-01]
 [  2.03549131e-01   2.41275908e-01  -1.73355488e-03  -2.43492324e-02
   -2.50900725e-02   6.59376353e-02  -5.66145254e-02  -9.85127202e-02
   -7.04650001e-03  -3.34127636e-02]
 [  4.11742131e-02   1.60875420e-02  -2.15818390e-01   1.01727781e-01
    1.49721273e-01  -6.09496278e-02   1.71547428e-01   2.24992225e-02
   -1.32246124e-02  -1.71249963e-01]
 [  2.27199773e-02   1.68871966e-01   1.51224473e-01  -4.00224136e-02
   -2.27460677e-01  -1.76845968e-02  -1.72815237e-02   7.64010860e-02
   -1.53648609e-01  -3.92418714e-02]
 [  1.30831580e-01   2.29191436e-02  -1.37244647e-02  -9.29830982e-02
   -1.19005407e-01   6.28422653e-02  -9.80649605e-02   5.85795150e-02
    2.20688763e-02   4.25495675e-02]
 [ -1.42649182e-01   1.67107044e-01   1.20520377e-01   4.30627728e-02
    1.51093725e-01  -1.53616090e-01  -1.51685422e-01  -1.38275925e-01
    4.33195441e-04   1.41501864e-01]
 [  1.75227092e-01   2.33663587e-01   8.67902090e-02   1.26083846e-01
   -6.68722069e-02  -2.55069629e-01  -7.99601643e-02  -8.98830647e-02
   -1.12954897e-01   1.50480340e-01]
 [  2.56837027e-02  -1.61737307e-01   9.04428477e-02   1.90932581e-01
   -2.66331550e-02  -1.79336613e-02  -1.02712648e-01   4.70280697e-02
    1.27559549e-01  -1.70350920e-01]
 [  7.98585988e-02   5.16444411e-02   8.92478103e-02  -5.12767491e-02
   -2.07127614e-01   2.28783418e-01   2.97069858e-02   6.35697088e-02
    1.42372283e-01  -3.11832572e-01]
 [  2.64878581e-01  -1.16881251e-01  -4.02558785e-02  -2.42190798e-01
    3.09167595e-01  -7.12232491e-02  -6.36235242e-02   1.53786369e-01
    1.32223297e-01  -2.27525790e-01]
 [ -1.81138454e-01  -8.72488845e-02  -1.87209774e-02   1.37110313e-02
    2.63703831e-01  -1.53715567e-01  -1.25598286e-01   1.21797135e-01
    3.41335894e-01  -2.04027349e-01]
 [  2.50176570e-01   1.41283695e-02  -1.27835795e-01   1.79310766e-01
    1.65733176e-01  -1.43444622e-01  -9.22724216e-02  -1.03488216e-01
    2.54275930e-02  -6.37615100e-02]
 [ -2.78327425e-01  -1.69215893e-01   2.63695493e-01   1.76033959e-03
   -1.06813160e-01   8.88471365e-02   1.27750008e-01   1.70411534e-01
   -1.36915733e-02  -8.00152192e-02]
 [  1.12437180e-01   3.85079291e-04   2.50241466e-01  -2.30695407e-01
    1.37930856e-02   8.66151101e-02   1.00864741e-01   1.73735572e-01
    9.18412444e-02  -1.02881594e-01]
 [  1.29132087e-01   8.22389480e-02  -9.08249940e-02  -1.12717348e-01
   -1.73938869e-01   1.96676065e-01   6.40698675e-02  -1.88372646e-01
   -1.09730526e-01   3.49074304e-03]
 [ -1.87286827e-01   1.06214366e-01  -1.78183461e-01  -8.39457833e-02
   -2.59831448e-01   5.89202264e-02   1.61045321e-01   1.13460412e-01
    2.80469974e-02   2.43443279e-02]
 [  2.58146082e-02   7.93713533e-02   3.28361368e-05   5.67615319e-02
   -5.57310722e-02   1.58918172e-01  -2.94335498e-01  -5.14218800e-02
   -3.67415581e-02  -1.62289069e-01]
 [  1.98381126e-02   5.25064436e-03   2.01300615e-01  -1.49152784e-01
   -5.81418471e-02  -1.94156323e-01   1.39219797e-01  -1.99628584e-01
    1.70197199e-02   1.54322515e-01]
 [  9.88626198e-03   2.29782248e-01   4.01505667e-01   1.92578057e-01
    1.29257244e-01   2.46108820e-02   9.97841004e-02  -6.90513949e-02
    1.48940335e-01  -4.82210155e-02]
 [  4.10932933e-02   3.77685040e-02   2.05004776e-02   9.35169143e-02
   -1.02694681e-01  -1.05661246e-01   1.02767494e-01  -1.60419272e-01
    5.29013766e-02   1.23261224e-01]
 [ -6.04552724e-02   2.00823523e-01   2.79600145e-01  -1.17734580e-01
   -2.77080901e-02  -3.45582275e-02  -2.26282703e-02   9.95920797e-02
   -2.43598445e-01   5.81369695e-03]
 [ -9.48731889e-02  -2.59146537e-03   2.02875908e-01  -3.80028844e-02
   -8.61393131e-02  -1.24023588e-01  -1.64264265e-01  -1.38897850e-01
   -2.17648557e-01   1.28258933e-02]
 [  9.57131104e-02  -2.86789251e-01   7.94964552e-02   7.93790819e-02
    5.17540089e-02   1.51324503e-01   1.87933650e-01   2.53939821e-02
   -1.08734180e-01   1.79744424e-01]]
final_inputs_run [[-1.13014122]
 [-1.13510977]
 [-1.1848802 ]
 ..., 
 [-0.43081629]
 [-0.33876194]
 [-0.18107098]]
final_outputs_run [[-1.13014122]
 [-1.13510977]
 [-1.1848802 ]
 ..., 
 [-0.43081629]
 [-0.33876194]
 [-0.18107098]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
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 ..., 
 [ 0.06082852]
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final_outputs_run [[-0.03972165]
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 ..., 
 [ 0.06082852]
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Progress: 0.8% ... Training loss: 0.626 ... Validation loss: 1.081[ 0.26829516]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
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15429         0         1             0    ...          0      0      0   
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15433         0         1             0    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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1              1  
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4              1  
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[15435 rows x 56 columns]
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    3.09584022e-01  -9.23995374e-02   1.20659406e-01   4.79379629e-02
   -8.29957360e-03  -5.78808191e-02]
 [ -1.46966600e-01   1.06190763e-01  -2.37224769e-01   7.12939567e-02
    1.87613338e-01  -5.89115657e-02   6.61711182e-02  -1.01680850e-01
    2.10323080e-01   2.00982964e-01]
 [  1.16307723e-01   1.97178445e-01   2.56659796e-02  -5.06031976e-02
    1.23249203e-02   2.13817150e-01  -4.86589861e-02  -2.22789180e-01
   -8.70522805e-02   1.63808205e-01]
 [ -1.11984415e-02  -2.97792083e-02  -8.06427480e-03  -1.46416316e-01
    1.95490770e-01   2.72554208e-02   3.26255558e-02  -1.29503138e-01
    1.15237593e-01   7.11941759e-02]
 [  9.14186013e-02  -1.19375922e-02  -1.76553904e-01  -2.33742214e-01
   -1.64049811e-01   1.43423658e-01   1.47038672e-01  -2.44606973e-02
    2.43581999e-01   6.56218719e-02]
 [ -3.40644719e-02  -7.96552597e-02  -1.53793412e-01   1.55904274e-01
   -7.23926648e-02  -3.34375994e-02  -2.19493831e-02   1.10531822e-01
   -9.36849325e-02   2.00513702e-01]
 [  1.56999825e-01   1.78896271e-01  -6.15977512e-02   2.23976058e-01
   -1.35958957e-01  -4.63077028e-02  -5.75936669e-02   1.52431660e-01
    1.07701056e-01   3.02581839e-01]
 [ -2.17966839e-01   3.72851729e-02  -1.62802157e-01   9.36360223e-02
   -1.43726539e-01  -1.25288301e-01  -1.53552518e-01   5.14685628e-02
    1.19329816e-01  -2.45685851e-01]
 [  7.26158256e-02  -5.35891270e-02  -7.17238203e-02  -1.05993859e-01
   -8.91763433e-02  -7.59571960e-02   8.47612640e-02  -8.24343872e-03
   -1.81551807e-01   8.74559782e-02]
 [  1.06368416e-01  -1.71696096e-01  -2.28910069e-02  -1.19059739e-01
   -2.40629825e-01  -8.51903347e-02   1.78224326e-01  -8.80273227e-02
   -1.12064307e-01   7.17878921e-02]
 [ -4.00926594e-02   8.73195229e-02  -9.17229693e-02   3.05947472e-02
    3.69583596e-02   6.74715461e-02   3.84724958e-02   1.56715987e-01
    2.67478763e-01  -3.15334828e-02]
 [ -1.30084075e-01  -1.84747700e-01  -3.67049213e-02  -1.92586175e-01
    2.86705305e-01  -1.98316593e-03   1.60066413e-01  -2.78826045e-04
   -6.21617089e-02  -6.96230772e-02]
 [ -2.50511155e-01  -2.55114120e-01  -1.01451369e-01   1.63761429e-02
    5.46932114e-02  -5.05017327e-02  -1.50730957e-01   8.11343131e-02
   -1.56146133e-01  -2.33524766e-01]
 [  2.03531179e-01   2.41261227e-01  -1.72210921e-03  -2.43645547e-02
   -2.50204055e-02   6.59291574e-02  -5.66217620e-02  -9.85031075e-02
   -7.04450132e-03  -3.34332336e-02]
 [  4.13982577e-02   1.62822055e-02  -2.16010111e-01   1.01928266e-01
    1.49202708e-01  -6.08399498e-02   1.71680678e-01   2.23781103e-02
   -1.32530765e-02  -1.71010173e-01]
 [  2.31234048e-02   1.69199506e-01   1.50956495e-01  -3.97240445e-02
   -2.28357156e-01  -1.74842589e-02  -1.70552258e-02   7.61961220e-02
   -1.53697764e-01  -3.88112431e-02]
 [  1.30834103e-01   2.29403593e-02  -1.37161733e-02  -9.29599824e-02
   -1.19128699e-01   6.28226313e-02  -9.80814812e-02   5.85865992e-02
    2.20727648e-02   4.25421617e-02]
 [ -1.42897278e-01   1.66907494e-01   1.20722504e-01   4.28574025e-02
    1.51629058e-01  -1.53739198e-01  -1.51815640e-01  -1.38153111e-01
    4.61140761e-04   1.41238330e-01]
 [  1.75072217e-01   2.33552866e-01   8.68899757e-02   1.25961943e-01
   -6.65805890e-02  -2.55156447e-01  -8.00361679e-02  -8.98094480e-02
   -1.12938238e-01   1.50348665e-01]
 [  2.54521255e-02  -1.61899814e-01   9.06821136e-02   1.90644185e-01
   -2.60059023e-02  -1.81065539e-02  -1.02896045e-01   4.71823722e-02
    1.27599354e-01  -1.70680287e-01]
 [  7.98210377e-02   5.16489119e-02   8.92742924e-02  -5.12939156e-02
   -2.06976795e-01   2.28791028e-01   2.97243194e-02   6.35600126e-02
    1.42368698e-01  -3.11859023e-01]
 [  2.64012975e-01  -1.17584685e-01  -3.95661471e-02  -2.42853021e-01
    3.10970010e-01  -7.16762178e-02  -6.41390225e-02   1.54244284e-01
    1.32332716e-01  -2.28431233e-01]
 [ -1.81691715e-01  -8.76485551e-02  -1.82944957e-02   1.32884717e-02
    2.64825558e-01  -1.54000654e-01  -1.25924472e-01   1.22090562e-01
    3.41403897e-01  -2.04606663e-01]
 [  2.49453762e-01   1.35477727e-02  -1.27264726e-01   1.78730344e-01
    1.67096877e-01  -1.43792553e-01  -9.26895048e-02  -1.03109330e-01
    2.55165052e-02  -6.44923550e-02]
 [ -2.78329214e-01  -1.69265233e-01   2.63733456e-01   1.70572787e-03
   -1.06640345e-01   8.88109267e-02   1.27708897e-01   1.70436216e-01
   -1.36832015e-02  -8.00832024e-02]
 [  1.12535282e-01   4.49780030e-04   2.50170040e-01  -2.30623295e-01
    1.34119805e-02   8.66653251e-02   1.00911280e-01   1.73695038e-01
    9.18309251e-02  -1.02777657e-01]
 [  1.29265821e-01   8.23314092e-02  -9.09034055e-02  -1.12629837e-01
   -1.74322661e-01   1.96733790e-01   6.41247871e-02  -1.88425539e-01
   -1.09742890e-01   3.62049793e-03]
 [ -1.87128880e-01   1.06346016e-01  -1.78312682e-01  -8.38147266e-02
   -2.60193571e-01   5.90042447e-02   1.61128646e-01   1.13378526e-01
    2.80285039e-02   2.45193836e-02]
 [  2.57907617e-02   7.93430178e-02   2.80873518e-05   5.67295469e-02
   -5.56449908e-02   1.58913075e-01  -2.94351818e-01  -5.14053417e-02
   -3.67380110e-02  -1.62321072e-01]
 [  1.98935878e-02   5.35107110e-03   2.01177316e-01  -1.49049833e-01
   -5.85164689e-02  -1.94103301e-01   1.39289268e-01  -1.99692573e-01
    1.70058207e-02   1.54493565e-01]
 [  1.08036575e-02   2.30513033e-01   4.00786136e-01   1.93358141e-01
    1.27104795e-01   2.50806214e-02   1.00293618e-01  -6.95156216e-02
    1.48831721e-01  -4.72285255e-02]
 [  4.15169264e-02   3.81610013e-02   2.01600190e-02   9.39302740e-02
   -1.03599615e-01  -1.05457575e-01   1.02994890e-01  -1.60642439e-01
    5.28507181e-02   1.23750688e-01]
 [ -6.05880063e-02   2.00715947e-01   2.79702293e-01  -1.17853595e-01
   -2.76020036e-02  -3.46462515e-02  -2.27201767e-02   9.96810722e-02
   -2.43576739e-01   5.67304068e-03]
 [ -9.50301870e-02  -2.75153084e-03   2.03072164e-01  -3.81627025e-02
   -8.58361029e-02  -1.24093225e-01  -1.64370528e-01  -1.38791112e-01
   -2.17626031e-01   1.25907489e-02]
 [  9.55907540e-02  -2.86878294e-01   7.96778682e-02   7.91779726e-02
    5.17472475e-02   1.51175183e-01   1.87728686e-01   2.55424583e-02
   -1.08694836e-01   1.79510949e-01]]
final_inputs_run [[-1.155601  ]
 [-1.16072511]
 [-1.21120985]
 ..., 
 [-0.45324286]
 [-0.36137408]
 [-0.20432221]]
final_outputs_run [[-1.155601  ]
 [-1.16072511]
 [-1.21120985]
 ..., 
 [-0.45324286]
 [-0.36137408]
 [-0.20432221]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
15442          0  
15443          0  
15444          0  
15445          0  
15446          0  
15447          0  
15448          0  
15449          0  
15450          0  
15451          0  
15452          0  
15453          0  
15454          0  
15455          0  
15456          0  
15457          0  
15458          0  
15459          0  
15460          0  
15461          0  
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final_inputs_run [[-0.06052954]
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final_outputs_run [[-0.06052954]
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Progress: 0.9% ... Training loss: 0.628 ... Validation loss: 1.093[ 0.62544372]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
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final_inputs_run [[-1.04787992]
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 ..., 
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final_outputs_run [[-1.04787992]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15456         0         1             1    ...          0      0      0   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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15435          0  
15436          0  
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[1440 rows x 56 columns]
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 [ -2.16222439e-02   3.00630530e-01  -1.25110009e-01   4.59845976e-02
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   -8.26989360e-02  -1.20532522e-01]
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   -2.96222618e-03   1.08546407e-01]
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   -8.70045550e-02   1.63338031e-01]
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   -1.66059645e-01   1.43864796e-01   1.47492875e-01  -2.48728750e-02
    2.43493363e-01   6.65062905e-02]
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   -7.24625458e-02  -3.34266476e-02  -2.19389266e-02   1.10521393e-01
   -9.36872545e-02   2.00543323e-01]
 [  1.57422546e-01   1.79223235e-01  -6.19117770e-02   2.24325808e-01
   -1.37016093e-01  -4.61010929e-02  -5.73639629e-02   1.52231161e-01
    1.07656444e-01   3.03007142e-01]
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   -1.44265712e-01  -1.25167247e-01  -1.53426258e-01   5.13561205e-02
    1.19305370e-01  -2.45444498e-01]
 [  7.32134981e-02  -5.31493042e-02  -7.21829436e-02  -1.05509644e-01
   -9.05186978e-02  -7.56587840e-02   8.50770940e-02  -8.52090545e-03
   -1.81612892e-01   8.80777832e-02]
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   -2.41505479e-01  -8.50368319e-02   1.78404941e-01  -8.81865669e-02
   -1.12097564e-01   7.21411249e-02]
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    2.67449088e-01  -3.12416829e-02]
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   -6.21906213e-02  -6.93311673e-02]
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   -1.56027211e-01  -2.34721585e-01]
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   -2.31530160e-02   6.54907407e-02  -5.70898478e-02  -9.80927818e-02
   -6.95368596e-03  -3.43344427e-02]
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   -1.32125343e-02  -1.71395044e-01]
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   -2.29156491e-01  -1.72914608e-02  -1.68438467e-02   7.60085509e-02
   -1.53739318e-01  -3.84236261e-02]
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   -1.18420775e-01   6.26770279e-02  -9.82369278e-02   5.87241749e-02
    2.21032358e-02   4.22405017e-02]
 [ -1.43179166e-01   1.66673140e-01   1.20959759e-01   4.26392953e-02
    1.51925418e-01  -1.53890658e-01  -1.51986467e-01  -1.38005830e-01
    4.94311129e-04   1.40977376e-01]
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   -6.45449776e-02  -2.55695054e-01  -8.06557385e-02  -8.92646989e-02
   -1.12812615e-01   1.49265293e-01]
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   -2.51482954e-02  -1.82394280e-02  -1.03034746e-01   4.73080991e-02
    1.27624743e-01  -1.70974656e-01]
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   -2.05533265e-01   2.28383756e-01   2.92867677e-02   6.39417081e-02
    1.42453144e-01  -3.12621722e-01]
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    3.11697122e-01  -7.20648213e-02  -6.46023382e-02   1.54613773e-01
    1.32421816e-01  -2.29096502e-01]
 [ -1.82925187e-01  -8.87483487e-02  -1.73166958e-02   1.21842847e-02
    2.67475122e-01  -1.54697289e-01  -1.26706524e-01   1.22753364e-01
    3.41548231e-01  -2.06008228e-01]
 [  2.48463903e-01   1.27574578e-02  -1.26544245e-01   1.77917177e-01
    1.69369405e-01  -1.44296028e-01  -9.32358093e-02  -1.02632099e-01
    2.56199422e-02  -6.54973366e-02]
 [ -2.78170109e-01  -1.69123990e-01   2.63597946e-01   1.85895473e-03
   -1.07071210e-01   8.89058427e-02   1.27807950e-01   1.70346696e-01
   -1.37030141e-02  -7.98868192e-02]
 [  1.12689130e-01   5.79483086e-04   2.50061779e-01  -2.30488790e-01
    1.30898816e-02   8.67496210e-02   1.01001100e-01   1.73617018e-01
    9.18132810e-02  -1.02607250e-01]
 [  1.29325272e-01   8.23836471e-02  -9.09483216e-02  -1.12586714e-01
   -1.74497300e-01   1.96761512e-01   6.41509203e-02  -1.88453339e-01
   -1.09747799e-01   3.68226138e-03]
 [ -1.87108769e-01   1.06366431e-01  -1.78332846e-01  -8.37932312e-02
   -2.60257593e-01   5.90163971e-02   1.61142739e-01   1.13366258e-01
    2.80257626e-02   2.45458969e-02]
 [  2.35240662e-02   7.75812819e-02   1.82851179e-03   5.49525402e-02
   -5.13138796e-02   1.57771207e-01  -2.95652014e-01  -5.02810072e-02
   -3.64838784e-02  -1.64521553e-01]
 [  1.90768840e-02   4.70361127e-03   2.01815120e-01  -1.49640020e-01
   -5.72490429e-02  -1.94541361e-01   1.38780265e-01  -1.99263641e-01
    1.71009999e-02   1.53641601e-01]
 [  1.02695697e-02   2.29997374e-01   4.01266759e-01   1.92830408e-01
    1.28331563e-01   2.47820273e-02   9.99480979e-02  -6.92239857e-02
    1.48896956e-01  -4.78479522e-02]
 [  3.97859102e-02   3.68244481e-02   2.15337259e-02   9.24528485e-02
   -9.96181767e-02  -1.06357479e-01   1.02042397e-01  -1.59810723e-01
    5.30285776e-02   1.21930503e-01]
 [ -6.08921658e-02   2.00413809e-01   2.80004991e-01  -1.18226479e-01
   -2.70519934e-02  -3.48506286e-02  -2.29552596e-02   9.98632148e-02
   -2.43528376e-01   5.29357141e-03]
 [ -9.43120982e-02  -2.18562941e-03   2.02534730e-01  -3.75814422e-02
   -8.76392518e-02  -1.23736745e-01  -1.63986170e-01  -1.39131184e-01
   -2.17699738e-01   1.33479326e-02]
 [  9.63484350e-02  -2.86287587e-01   7.90765666e-02   7.98413240e-02
    4.99742359e-02   1.51581917e-01   1.88136694e-01   2.51713775e-02
   -1.08775254e-01   1.80349649e-01]]
final_inputs_run [[ 0.04511203]
 [ 0.25553843]
 [ 0.45998664]
 ..., 
 [ 0.14725557]
 [-0.09667374]
 [-0.15485204]]
final_outputs_run [[ 0.04511203]
 [ 0.25553843]
 [ 0.45998664]
 ..., 
 [ 0.14725557]
 [-0.09667374]
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Progress: 0.9% ... Training loss: 0.622 ... Validation loss: 1.025[ 0.28147669]
[-0.51761658]
[ 0.21224946]
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[ 1.53783537]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
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16846         0         1             0    ...          0      0      0   
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16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
15441          0  
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...          ...  
16845          0  
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16874          0  

[1440 rows x 56 columns]
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    5.92935988e-02  -5.14294583e-02  -1.51749271e-01   8.21043217e-02
   -1.55901946e-01  -2.35523789e-01]
 [  2.02514007e-01   2.40484137e-01  -8.63908740e-04  -2.52631937e-02
   -2.24898610e-02   6.53887783e-02  -5.71909989e-02  -9.79906972e-02
   -6.92404543e-03  -3.45564591e-02]
 [  4.12083048e-02   1.61298438e-02  -2.15921262e-01   1.01770359e-01
    1.49909017e-01  -6.09252095e-02   1.71598973e-01   2.24434953e-02
   -1.32497815e-02  -1.71190364e-01]
 [  2.34441737e-02   1.69472645e-01   1.50739096e-01  -3.94493780e-02
   -2.29155190e-01  -1.73256363e-02  -1.68782706e-02   7.60372608e-02
   -1.53728709e-01  -3.84798881e-02]
 [  1.30638241e-01   2.28116766e-02  -1.35752075e-02  -9.31113910e-02
   -1.18523252e-01   6.27235917e-02  -9.81770408e-02   5.86634520e-02
    2.20850159e-02   4.23678809e-02]
 [ -1.43429195e-01   1.66530798e-01   1.21170836e-01   4.24547787e-02
    1.52621570e-01  -1.54000012e-01  -1.52077504e-01  -1.37901881e-01
    5.24782248e-04   1.40752836e-01]
 [  1.74148453e-01   2.32867973e-01   8.75985504e-02   1.25298539e-01
   -6.50640519e-02  -2.55600194e-01  -8.05479194e-02  -8.93754312e-02
   -1.12844859e-01   1.49487205e-01]
 [  2.50603288e-02  -1.62232456e-01   9.10283298e-02   1.90307462e-01
   -2.48467163e-02  -1.83159700e-02  -1.03103600e-01   4.73706795e-02
    1.27647952e-01  -1.71093650e-01]
 [  7.82125166e-02   5.03323122e-02   9.06354164e-02  -5.26488434e-02
   -2.03452133e-01   2.27915376e-01   2.87968286e-02   6.44466777e-02
    1.42597266e-01  -3.13410803e-01]
 [  2.62313628e-01  -1.18795479e-01  -3.81815887e-02  -2.43994206e-01
    3.13472294e-01  -7.25345531e-02  -6.51154939e-02   1.55133762e-01
    1.32579055e-01  -2.30037459e-01]
 [ -1.83981549e-01  -8.96652724e-02  -1.63746104e-02   1.12979967e-02
    2.69760584e-01  -1.55280310e-01  -1.27304188e-01   1.23398182e-01
    3.41734476e-01  -2.07141307e-01]
 [  2.47970974e-01   1.23760548e-02  -1.26148552e-01   1.77510845e-01
    1.70377021e-01  -1.44531578e-01  -9.34916670e-02  -1.02369201e-01
    2.56970885e-02  -6.60132536e-02]
 [ -2.78537923e-01  -1.69399469e-01   2.63906141e-01   1.55142508e-03
   -1.06284952e-01   8.87102638e-02   1.27604681e-01   1.70551887e-01
   -1.36422313e-02  -8.02613557e-02]
 [  1.12576890e-01   4.99625668e-04   2.50159310e-01  -2.30577229e-01
    1.33292909e-02   8.66949878e-02   1.00945537e-01   1.73676439e-01
    9.18305872e-02  -1.02720204e-01]
 [  1.29435173e-01   8.24761559e-02  -9.10294637e-02  -1.12510016e-01
   -1.74801815e-01   1.96818902e-01   6.42122657e-02  -1.88511600e-01
   -1.09765182e-01   3.79439087e-03]
 [ -1.86775677e-01   1.06626147e-01  -1.78610137e-01  -8.35222326e-02
   -2.61111890e-01   5.91827950e-02   1.61313564e-01   1.13184730e-01
    2.79720771e-02   2.48995605e-02]
 [  2.34255132e-02   7.74445667e-02   1.97423645e-03   5.48277403e-02
   -5.10793595e-02   1.57672655e-01  -2.95759830e-01  -5.01752099e-02
   -3.64535465e-02  -1.64602388e-01]
 [  1.97668971e-02   5.28113792e-03   2.01222617e-01  -1.49062888e-01
   -5.94662765e-02  -1.94229992e-01   1.39121104e-01  -1.99628895e-01
    1.69983652e-02   1.54424152e-01]
 [  1.10459483e-02   2.30601089e-01   4.00631604e-01   1.93488301e-01
    1.26112918e-01   2.51691477e-02   1.00362636e-01  -6.96466929e-02
    1.48774945e-01  -4.70129369e-02]
 [  3.90534163e-02   3.62779348e-02   2.21269304e-02   9.19116243e-02
   -9.78425526e-02  -1.06721142e-01   1.01662544e-01  -1.59428176e-01
    5.31401317e-02   1.21267232e-01]
 [ -6.12579765e-02   2.00058266e-01   2.80401880e-01  -1.18552452e-01
   -2.62470073e-02  -3.50734380e-02  -2.31850096e-02   1.00084232e-01
   -2.43456093e-01   4.92359700e-03]
 [ -9.49262029e-02  -2.69405759e-03   2.03103608e-01  -3.81519127e-02
   -8.62507393e-02  -1.24049344e-01  -1.64294067e-01  -1.38755630e-01
   -2.17590490e-01   1.26240501e-02]
 [  9.55920218e-02  -2.86842413e-01   7.97067994e-02   7.92634873e-02
    5.17818779e-02   1.51198871e-01   1.87744470e-01   2.55823364e-02
   -1.08656546e-01   1.79611101e-01]]
final_inputs_run [[ 0.08506211]
 [ 0.28776322]
 [ 0.48924228]
 ..., 
 [ 0.17967719]
 [-0.06087997]
 [-0.11532933]]
final_outputs_run [[ 0.08506211]
 [ 0.28776322]
 [ 0.48924228]
 ..., 
 [ 0.17967719]
 [-0.06087997]
 [-0.11532933]]
Progress: 0.9% ... Training loss: 0.624 ... Validation loss: 1.007[-0.65848469]
[ 0.74924885]
[-0.0285719]
[ 1.34581951]
[-0.20517417]
[-0.35577517]
[-0.95115989]
[-0.68815108]
[-1.07295542]
[-0.15285313]
[ 1.99939939]
[-0.7051357]
[-0.35431098]
[ 1.01136898]
[ 0.03603456]
[ 1.59355661]
[ 0.41388864]
[-1.08155092]
[-0.19455151]
[-0.45085701]
[-0.6419354]
[-0.49771071]
[ 0.05774205]
[-0.43567244]
[-0.39614075]
[-0.45882867]
[-0.7921138]
[ 0.43960501]
[-0.02881699]
[-0.6513698]
[-0.38011425]
[-0.336239]
[ 0.5609182]
[ 0.00432352]
[-0.04537918]
[-0.68863604]
[ 0.03692108]
[ 0.49422909]
[-1.44608139]
[-0.67230463]
[-0.40101557]
[ 0.19340586]
[ 0.03529518]
[-0.28303199]
[-0.09082547]
[-0.10436036]
[-1.18797716]
[-0.21022397]
[ 0.47215005]
[-0.94686664]
[-0.59303356]
[-0.16557594]
[-1.13285818]
[-0.3779965]
[ 0.3505193]
[-0.05897422]
[-0.15611698]
[-0.89173097]
[-0.22735641]
[ 0.3635789]
[-1.12759759]
[-1.13285818]
[ 1.05821482]
[-0.70180626]
[ 0.06316425]
[-0.50868813]
[-0.97008845]
[-0.03948758]
[-0.04133474]
[ 0.33595742]
[-0.78008642]
[-0.52474535]
[-0.78028348]
[ 0.4296915]
[-0.71436122]
[-0.38027888]
[ 1.22040874]
[-0.68189142]
[-0.13739671]
[-0.26109495]
[-0.16568528]
[ 1.39580615]
[-0.38843329]
[ 0.8147361]
[-0.33793488]
[-0.31578785]
[ 1.09476638]
[ 1.11193199]
[-0.21054768]
[ 0.24269339]
[-0.36168714]
[-0.19949096]
[ 3.25415041]
[-0.98363827]
[ 0.17133688]
[-0.04977437]
[-0.11528352]
[ 0.50297619]
[-0.43101668]
[ 0.0952692]
[ 1.07560395]
[-0.24049378]
[-0.44241695]
[-0.2875285]
[ 2.84675755]
[-0.23706753]
[ 0.34161961]
[ 1.35038079]
[-0.58830286]
[-0.2588969]
[ 1.33141944]
[-0.19976708]
[ 1.15346232]
[-1.36133346]
[-0.03905168]
[-0.97612633]
[-1.15918505]
[ 0.52858618]
[-0.52458299]
[ 2.99753973]
[-0.83333051]
[ 0.85942185]
[-1.43252724]
[ 0.58612396]
[-0.50236288]
[ 0.02226412]
[ 0.12187631]
[ 1.1052269]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
15426          0          0          1          0          0          0   
15427          0          0          0          1          0          0   
15428          0          0          0          1          0          0   
15429          0          0          0          1          0          0   
15430          0          0          0          1          0          0   
15431          0          0          0          1          0          0   
15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
12             1  
13             1  
14             1  
15             1  
16             1  
17             1  
18             1  
19             1  
20             1  
21             1  
22             1  
23             1  
24             0  
25             0  
26             0  
27             0  
28             0  
29             0  
...          ...  
15405          0  
15406          0  
15407          0  
15408          0  
15409          0  
15410          0  
15411          0  
15412          0  
15413          0  
15414          0  
15415          0  
15416          0  
15417          0  
15418          0  
15419          0  
15420          0  
15421          0  
15422          0  
15423          0  
15424          0  
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[15435 rows x 56 columns]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
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    1.48609614e-01  -4.59860362e-02]
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    5.32917500e-02   1.20242774e-01]
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    4.90884585e-02   1.51628248e-01   1.88173732e-01   2.51039766e-02
   -1.08809905e-01   1.80522958e-01]]
final_inputs_run [[ 0.06568883]
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 ..., 
 [ 0.15438862]
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final_outputs_run [[ 0.06568883]
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 ..., 
 [ 0.15438862]
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Progress: 0.9% ... Training loss: 0.620 ... Validation loss: 1.019[ 0.04444295]
[ 0.61002914]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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2             0         0             1    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
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3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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   -8.53248943e-02  -1.74775007e-01]
 [  8.19327784e-02   2.49230554e-02  -7.15944963e-02  -9.17303072e-02
   -1.19584021e-01  -2.69235683e-02   6.61721703e-02   3.87249203e-02
   -2.93182281e-03   1.08303132e-01]
 [ -1.93973752e-01  -1.83222414e-02   2.34294067e-02   9.48454650e-02
   -1.57734284e-01   8.50743062e-02   5.24300199e-02   2.11778299e-01
    1.34632904e-01  -1.95339231e-02]
 [ -1.38400312e-01   1.55717990e-01   2.32564270e-01  -3.76697287e-03
    7.02917022e-02   4.31756025e-02   1.12656685e-01  -1.40799668e-01
    1.94877757e-01  -5.04177340e-02]
 [  2.01376378e-01  -6.71356583e-02  -1.69180015e-02  -2.17167718e-01
    2.05486701e-02   1.54051422e-01  -4.15021969e-02  -2.56258673e-02
    1.06431871e-01   7.36044378e-02]
 [  5.15550999e-02   4.50303591e-02  -2.74181559e-01  -2.13219209e-01
    3.10521619e-01  -9.30362068e-02   1.19868448e-01   4.86910880e-02
   -8.08687650e-03  -5.90600597e-02]
 [ -1.48633666e-01   1.04483345e-01  -2.35419395e-01   6.95184865e-02
    1.90961266e-01  -5.99476806e-02   6.50665748e-02  -1.00559144e-01
    2.10623998e-01   1.98666036e-01]
 [  1.15475455e-01   1.96541181e-01   2.63195618e-02  -5.12696887e-02
    1.43540012e-02   2.13396140e-01  -4.91027632e-02  -2.22376644e-01
   -8.69449416e-02   1.62941499e-01]
 [ -1.16347647e-02  -3.00972674e-02  -7.76495709e-03  -1.46759146e-01
    1.96494811e-01   2.70237605e-02   3.23892009e-02  -1.29313760e-01
    1.15270164e-01   7.07534209e-02]
 [  9.34740646e-02  -1.03417549e-02  -1.78163818e-01  -2.32201063e-01
   -1.68970573e-01   1.44461121e-01   1.48106746e-01  -2.55338766e-02
    2.43302665e-01   6.77705902e-02]
 [ -3.21376406e-02  -7.81620646e-02  -1.55412266e-01   1.57478432e-01
   -7.72101506e-02  -3.25023590e-02  -2.09267208e-02   1.09461111e-01
   -9.40081242e-02   2.02519353e-01]
 [  1.59224786e-01   1.80604194e-01  -6.34062133e-02   2.25840095e-01
   -1.41565537e-01  -4.51957778e-02  -5.64007358e-02   1.51247302e-01
    1.07367179e-01   3.04905651e-01]
 [ -2.15830810e-01   3.89735249e-02  -1.64637079e-01   9.54500879e-02
   -1.49319940e-01  -1.24213604e-01  -1.52393296e-01   5.02886405e-02
    1.18993643e-01  -2.43383983e-01]
 [  7.52524743e-02  -5.15714107e-02  -7.38597711e-02  -1.03844491e-01
   -9.55314216e-02  -7.46688808e-02   8.61346826e-02  -9.63858674e-03
   -1.81945902e-01   9.02236770e-02]
 [  1.08845678e-01  -1.69751091e-01  -2.49276329e-02  -1.17042285e-01
   -2.47140988e-01  -8.39822403e-02   1.79540315e-01  -8.93947625e-02
   -1.12457617e-01   7.44475201e-02]
 [ -3.92156183e-02   8.79663478e-02  -9.24192211e-02   3.13108554e-02
    3.47478045e-02   6.78972163e-02   3.89294767e-02   1.56258915e-01
    2.67357432e-01  -3.06206862e-02]
 [ -1.30761144e-01  -1.85246143e-01  -3.61253134e-02  -1.93160459e-01
    2.88439466e-01  -2.29730185e-03   1.59741254e-01   7.90207431e-05
   -6.20496799e-02  -7.02721914e-02]
 [ -2.53300350e-01  -2.57418311e-01  -9.89993463e-02   1.38913212e-02
    6.20280271e-02  -5.19541252e-02  -1.52338912e-01   8.27101938e-02
   -1.55713677e-01  -2.36648902e-01]
 [  2.01821709e-01   2.39911382e-01  -2.04702364e-04  -2.59194164e-02
   -2.06244000e-02   6.49926944e-02  -5.76248043e-02  -9.75328190e-02
   -6.78576433e-03  -3.53819449e-02]
 [  4.15750093e-02   1.64971519e-02  -2.16266561e-01   1.02114408e-01
    1.49168870e-01  -6.07076523e-02   1.71847875e-01   2.21935037e-02
   -1.33309944e-02  -1.70764022e-01]
 [  2.41884103e-02   1.70089201e-01   1.50204572e-01  -3.88831647e-02
   -2.30865057e-01  -1.69233161e-02  -1.64269461e-02   7.56031642e-02
   -1.53870177e-01  -3.76879274e-02]
 [  1.30312218e-01   2.25738919e-02  -1.33254134e-02  -9.33606716e-02
   -1.17686843e-01   6.25686943e-02  -9.83386651e-02   5.88361380e-02
    2.21384255e-02   4.20398038e-02]
 [ -1.43566697e-01   1.66308247e-01   1.21417827e-01   4.22152836e-02
    1.53007222e-01  -1.54142312e-01  -1.52210357e-01  -1.37752233e-01
    5.65736229e-04   1.40454655e-01]
 [  1.73859650e-01   2.32528460e-01   8.80101946e-02   1.24901557e-01
   -6.44447001e-02  -2.55805410e-01  -8.07801657e-02  -8.91258419e-02
   -1.12777495e-01   1.49004918e-01]
 [  2.56927550e-02  -1.61715973e-01   9.05334787e-02   1.90829498e-01
   -2.63790260e-02  -1.79772277e-02  -1.02748592e-01   4.70032394e-02
    1.27531787e-01  -1.70421521e-01]
 [  7.76294247e-02   4.98870622e-02   9.11212941e-02  -5.30948219e-02
   -2.02019528e-01   2.27620316e-01   2.84831573e-02   6.47621510e-02
    1.42694189e-01  -3.13984065e-01]
 [  2.61104287e-01  -1.19726353e-01  -3.71614522e-02  -2.44862449e-01
    3.15543586e-01  -7.30716577e-02  -6.57611651e-02   1.55811736e-01
    1.32790615e-01  -2.31245958e-01]
 [ -1.85230023e-01  -9.07046831e-02  -1.52702466e-02   1.02104411e-02
    2.72940357e-01  -1.55927040e-01  -1.28031512e-01   1.24153240e-01
    3.41956422e-01  -2.08495283e-01]
 [  2.45358781e-01   1.03490035e-02  -1.23909334e-01   1.75366215e-01
    1.75831641e-01  -1.45766985e-01  -9.48685357e-02  -1.00929404e-01
    2.61372935e-02  -6.87377386e-02]
 [ -2.78459023e-01  -1.69349497e-01   2.63896374e-01   1.60477010e-03
   -1.06501974e-01   8.87496721e-02   1.27638989e-01   1.70512840e-01
   -1.36568620e-02  -8.01694533e-02]
 [  1.13101458e-01   9.19964568e-04   2.49705271e-01  -2.30151203e-01
    1.21568646e-02   8.69740518e-02   1.01259007e-01   1.73372757e-01
    9.17284272e-02  -1.02141699e-01]
 [  1.30266325e-01   8.31201617e-02  -9.17212750e-02  -1.11851698e-01
   -1.76902050e-01   1.97247195e-01   6.46636099e-02  -1.88994916e-01
   -1.09914128e-01   4.67735577e-03]
 [ -1.85651408e-01   1.07586799e-01  -1.79615026e-01  -8.25595603e-02
   -2.63937629e-01   5.97808103e-02   1.61945900e-01   1.12487180e-01
    2.77628266e-02   2.61580009e-02]
 [  2.39214910e-02   7.78329656e-02   1.60478758e-03   5.51928420e-02
   -5.20724250e-02   1.57957937e-01  -2.95470167e-01  -5.04551891e-02
   -3.65403991e-02  -1.64045226e-01]
 [  2.04244623e-02   5.83806572e-03   2.00724161e-01  -1.48460413e-01
   -6.19551401e-02  -1.93861268e-01   1.39459198e-01  -2.00007928e-01
    1.68938312e-02   1.55175765e-01]
 [  1.21539758e-02   2.31481785e-01   3.99683139e-01   1.94409516e-01
    1.23184806e-01   2.57237851e-02   1.00924722e-01  -7.02818386e-02
    1.48584125e-01  -4.57697949e-02]
 [  3.90407759e-02   3.62705408e-02   2.22210785e-02   9.18806836e-02
   -9.79228905e-02  -1.06710930e-01   1.01688920e-01  -1.59445201e-01
    5.31336176e-02   1.21239240e-01]
 [ -6.00685022e-02   2.01128599e-01   2.79431790e-01  -1.17502790e-01
   -2.94477981e-02  -3.44331996e-02  -2.24616108e-02   9.93597480e-02
   -2.43678909e-01   6.27444499e-03]
 [ -9.52585819e-02  -2.93002287e-03   2.03486008e-01  -3.84948555e-02
   -8.55234103e-02  -1.24190242e-01  -1.64459178e-01  -1.38554169e-01
   -2.17537093e-01   1.22598745e-02]
 [  9.61816447e-02  -2.86669910e-01   7.95195434e-02   7.94282805e-02
    4.98209360e-02   1.51347884e-01   1.87866728e-01   2.54203469e-02
   -1.08723890e-01   1.79903163e-01]]
final_inputs_run [[-1.10869608]
 [-1.11380931]
 [-1.163669  ]
 ..., 
 [-0.38696296]
 [-0.28961435]
 [-0.13649224]]
final_outputs_run [[-1.10869608]
 [-1.11380931]
 [-1.163669  ]
 ..., 
 [-0.38696296]
 [-0.28961435]
 [-0.13649224]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
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Progress: 0.9% ... Training loss: 0.619 ... Validation loss: 1.053[-0.15661582]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
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final_inputs_run [[-1.13169294]
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 ..., 
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final_outputs_run [[-1.13169294]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
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16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
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...          ...  
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[1440 rows x 56 columns]
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   -9.40605964e-02   2.02944125e-01]
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   -1.51670551e-01  -1.23735744e-01  -1.51873880e-01   4.98121199e-02
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    5.70391473e-04   1.40425939e-01]
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   -1.12809732e-01   1.49258634e-01]
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   -2.64866903e-02  -1.79202796e-02  -1.02674176e-01   4.69431593e-02
    1.27514014e-01  -1.70335233e-01]
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   -2.00707647e-01   2.27311020e-01   2.81412739e-02   6.50642858e-02
    1.42776303e-01  -3.14484942e-01]
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    3.18199065e-01  -7.37850884e-02  -6.65707673e-02   1.56525054e-01
    1.32983485e-01  -2.32744587e-01]
 [ -1.85292995e-01  -9.07912714e-02  -1.52026506e-02   1.01255919e-02
    2.73121229e-01  -1.55985341e-01  -1.28111835e-01   1.24213084e-01
    3.41975326e-01  -2.08608801e-01]
 [  2.44898504e-01   9.99572581e-03  -1.23552466e-01   1.75008552e-01
    1.76772174e-01  -1.45981245e-01  -9.51165617e-02  -1.00702059e-01
    2.61949490e-02  -6.92112695e-02]
 [ -2.78706580e-01  -1.69550745e-01   2.64094480e-01   1.39078350e-03
   -1.05920946e-01   8.86122759e-02   1.27494259e-01   1.70646783e-01
   -1.36215052e-02  -8.04467607e-02]
 [  1.13155237e-01   9.69714119e-04   2.49651107e-01  -2.30083295e-01
    1.19454490e-02   8.70108563e-02   1.01301207e-01   1.73333073e-01
    9.17190228e-02  -1.02061700e-01]
 [  1.30694922e-01   8.34373052e-02  -9.20443013e-02  -1.11534942e-01
   -1.77968017e-01   1.97453511e-01   6.48869753e-02  -1.89207129e-01
   -1.09970187e-01   5.12447058e-03]
 [ -1.84987926e-01   1.08106658e-01  -1.80133617e-01  -8.20211607e-02
   -2.65624489e-01   6.01238222e-02   1.62314489e-01   1.12144769e-01
    2.76729527e-02   2.68734117e-02]
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   -5.14671709e-02   1.57797575e-01  -2.95657895e-01  -5.02888146e-02
   -3.64972230e-02  -1.64307303e-01]
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   -6.19960275e-02  -1.93908831e-01   1.39404698e-01  -1.99957468e-01
    1.69062961e-02   1.55091710e-01]
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    1.20462550e-01   2.62366353e-02   1.01492011e-01  -7.08124731e-02
    1.48452274e-01  -4.46925441e-02]
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   -9.78234899e-02  -1.06767732e-01   1.01617331e-01  -1.59386330e-01
    5.31520560e-02   1.21116229e-01]
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   -2.90099347e-02  -3.45858372e-02  -2.26463854e-02   9.94899664e-02
   -2.43637632e-01   5.95721079e-03]
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   -8.56461205e-02  -1.24177314e-01  -1.64410952e-01  -1.38579231e-01
   -2.17548754e-01   1.23513308e-02]
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    4.86219792e-02   1.51520674e-01   1.88042782e-01   2.52265994e-02
   -1.08767251e-01   1.80349027e-01]]
final_inputs_run [[-0.00979705]
 [ 0.1867647 ]
 [ 0.38987338]
 ..., 
 [ 0.07934713]
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final_outputs_run [[-0.00979705]
 [ 0.1867647 ]
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 ..., 
 [ 0.07934713]
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Progress: 0.9% ... Training loss: 0.619 ... Validation loss: 1.061[-0.42696293]
[-0.91906828]
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[ 0.87385261]
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[ 0.16459472]
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[ 0.83381945]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
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15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
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16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
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16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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16874         0         1             0    ...          1      0      0   

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   -1.53826625e-01  -1.23293952e-01  -1.51377586e-01   4.93693398e-02
    1.18764920e-01  -2.41459389e-01]
 [  7.68081259e-02  -5.03619007e-02  -7.50496871e-02  -1.02579266e-01
   -9.93896112e-02  -7.39114424e-02   8.69782929e-02  -1.04058593e-02
   -1.82143842e-01   9.18537506e-02]
 [  1.09810369e-01  -1.68963787e-01  -2.57040708e-02  -1.16212469e-01
   -2.49571318e-01  -8.34922636e-02   1.80076911e-01  -8.98923060e-02
   -1.12581679e-01   7.55030625e-02]
 [ -3.85638234e-02   8.84861936e-02  -9.29337502e-02   3.18343874e-02
    3.32304301e-02   6.82366756e-02   3.92924371e-02   1.55937084e-01
    2.67274429e-01  -2.99185339e-02]
 [ -1.31334592e-01  -1.85714089e-01  -3.56666206e-02  -1.93637940e-01
    2.89650869e-01  -2.60464255e-03   1.59406845e-01   3.82659855e-04
   -6.19729043e-02  -7.09030444e-02]
 [ -2.55786282e-01  -2.59412931e-01  -9.70217648e-02   1.18092020e-02
    6.82375935e-02  -5.32041619e-02  -1.53736511e-01   8.39839635e-02
   -1.55393731e-01  -2.39257616e-01]
 [  2.01103513e-01   2.39385664e-01   3.72487299e-04  -2.65186023e-02
   -1.88737022e-02   6.45994612e-02  -5.80533155e-02  -9.71556387e-02
   -6.68638713e-03  -3.61484056e-02]
 [  4.18157341e-02   1.66915519e-02  -2.16465985e-01   1.02313153e-01
    1.48585380e-01  -6.05965879e-02   1.71976990e-01   2.20728488e-02
   -1.33610098e-02  -1.70523696e-01]
 [  2.44660063e-02   1.70359892e-01   1.50106046e-01  -3.87309873e-02
   -2.31407353e-01  -1.67848828e-02  -1.62485998e-02   7.54460890e-02
   -1.53902994e-01  -3.74147303e-02]
 [  1.30163777e-01   2.24614984e-02  -1.32115884e-02  -9.34803785e-02
   -1.17279224e-01   6.24944970e-02  -9.84180085e-02   5.89088774e-02
    2.21574968e-02   4.18867924e-02]
 [ -1.43601401e-01   1.66312337e-01   1.21476068e-01   4.21912708e-02
    1.53084081e-01  -1.54146028e-01  -1.52201468e-01  -1.37748173e-01
    5.66138381e-04   1.40446213e-01]
 [  1.73961466e-01   2.32630993e-01   8.79519636e-02   1.24980544e-01
   -6.42681039e-02  -2.55747344e-01  -8.07026694e-02  -8.91914159e-02
   -1.12794941e-01   1.49131345e-01]
 [  2.60636601e-02  -1.61314550e-01   9.02668323e-02   1.91205524e-01
   -2.72185271e-02  -1.77304249e-02  -1.02450801e-01   4.67554858e-02
    1.27463557e-01  -1.69953798e-01]
 [  7.64774707e-02   4.89852575e-02   9.20725113e-02  -5.40383739e-02
   -1.99299964e-01   2.26976576e-01   2.77792065e-02   6.53878973e-02
    1.42857238e-01  -3.15130734e-01]
 [  2.59403541e-01  -1.21071766e-01  -3.57894700e-02  -2.46178071e-01
    3.18648598e-01  -7.39522939e-02  -6.67807960e-02   1.56692988e-01
    1.33030704e-01  -2.33042985e-01]
 [ -1.85363068e-01  -9.08329821e-02  -1.51774241e-02   1.01142277e-02
    2.73450673e-01  -1.56010561e-01  -1.28129323e-01   1.24232278e-01
    3.41978998e-01  -2.08650975e-01]
 [  2.44428978e-01   9.61122160e-03  -1.23155310e-01   1.74610876e-01
    1.77848820e-01  -1.46181075e-01  -9.54043461e-02  -1.00445478e-01
    2.62597567e-02  -6.96985676e-02]
 [ -2.78879250e-01  -1.69693528e-01   2.64233674e-01   1.24156808e-03
   -1.05454925e-01   8.85208723e-02   1.27400442e-01   1.70735688e-01
   -1.36003344e-02  -8.06396763e-02]
 [  1.13280416e-01   1.07523658e-03   2.49576367e-01  -2.30009100e-01
    1.16684477e-02   8.70707483e-02   1.01363563e-01   1.73278878e-01
    9.17046151e-02  -1.01931339e-01]
 [  1.30899316e-01   8.35967907e-02  -9.22078900e-02  -1.11367661e-01
   -1.78415093e-01   1.97562254e-01   6.50057547e-02  -1.89309126e-01
   -1.09996792e-01   5.33304448e-03]
 [ -1.84987926e-01   1.08106658e-01  -1.80133617e-01  -8.20211607e-02
   -2.65624489e-01   6.01238222e-02   1.62314489e-01   1.12144769e-01
    2.76729527e-02   2.68734117e-02]
 [  2.33728900e-02   7.73202171e-02   2.16067689e-03   5.47063352e-02
   -5.09601521e-02   1.57647982e-01  -2.95848570e-01  -5.01122574e-02
   -3.64513475e-02  -1.64630047e-01]
 [  1.98421959e-02   5.42224694e-03   2.01129639e-01  -1.48862020e-01
   -6.09417399e-02  -1.94160854e-01   1.39129411e-01  -1.99721381e-01
    1.69704557e-02   1.54643285e-01]
 [  1.33991990e-02   2.32524313e-01   3.98780409e-01   1.95447330e-01
    1.20007256e-01   2.63692953e-02   1.01623411e-01  -7.09307531e-02
    1.48420071e-01  -4.44242631e-02]
 [  3.84675506e-02   3.58976043e-02   2.27169297e-02   9.14107306e-02
   -9.69628585e-02  -1.07020096e-01   1.01325194e-01  -1.59128544e-01
    5.32177663e-02   1.20697658e-01]
 [ -5.88945383e-02   2.02121829e-01   2.78601201e-01  -1.16496578e-01
   -3.25375083e-02  -3.38082107e-02  -2.17788277e-02   9.87209227e-02
   -2.43828550e-01   7.54575464e-03]
 [ -9.49082307e-02  -2.64785485e-03   2.03222707e-01  -3.82371499e-02
   -8.62010671e-02  -1.24013191e-01  -1.64249828e-01  -1.38724707e-01
   -2.17585428e-01   1.26587468e-02]
 [  9.69903637e-02  -2.86013391e-01   7.89088803e-02   8.00493076e-02
    4.79357202e-02   1.51732184e-01   1.88278520e-01   2.50286504e-02
   -1.08818784e-01   1.80770791e-01]]
final_inputs_run [[-0.03218447]
 [ 0.16157556]
 [ 0.36379639]
 ..., 
 [ 0.0572443 ]
 [-0.19057016]
 [-0.23604834]]
final_outputs_run [[-0.03218447]
 [ 0.16157556]
 [ 0.36379639]
 ..., 
 [ 0.0572443 ]
 [-0.19057016]
 [-0.23604834]]
Progress: 0.9% ... Training loss: 0.622 ... Validation loss: 1.080[-1.04634305]
[-0.63124541]
[-0.06123003]
[-1.11551529]
[-0.44848245]
[ 0.43640123]
[-0.60738133]
[-0.18667403]
[-0.10909121]
[ 0.10932361]
[-0.07188572]
[-0.53327408]
[ 1.81737649]
[ 0.03563608]
[-0.02178246]
[-0.35806328]
[-0.13419386]
[-0.92953669]
[-0.04275999]
[-0.19821231]
[-0.51834788]
[ 0.44394233]
[-0.32631722]
[ 0.24862531]
[-0.16244987]
[ 0.05526056]
[ 0.25829684]
[ 1.6494971]
[-0.05800507]
[ 1.12961095]
[ 1.75775964]
[-0.64010309]
[-0.36522955]
[-0.32531018]
[ 0.29383819]
[ 0.41730838]
[-1.26297872]
[ 0.026523]
[-0.41989047]
[-0.40754217]
[ 0.02851361]
[ 0.65805593]
[ 0.25361355]
[ 0.07983181]
[ 3.48805754]
[-0.49932025]
[ 0.83358136]
[ 0.09238542]
[-1.26556905]
[-0.92953669]
[ 2.4291255]
[-0.67615407]
[-0.06977672]
[-0.32004318]
[ 0.00687965]
[ 0.35762452]
[-0.36379505]
[ 0.17101566]
[-0.54711849]
[-0.96224092]
[ 0.9125822]
[-0.34361326]
[-0.24309644]
[-0.32071786]
[ 0.30787719]
[-0.54251942]
[-0.10037732]
[ 0.30616997]
[-0.8187851]
[-0.49134171]
[-0.67077778]
[ 0.78545998]
[-0.14390766]
[ 1.67665498]
[-1.0883331]
[ 1.31826071]
[-0.87789514]
[-0.02764215]
[-1.08516891]
[-0.81760927]
[-0.29693379]
[ 0.41089352]
[-0.72497246]
[-0.57140703]
[ 0.17054212]
[-0.70474466]
[ 0.25361355]
[-0.0099865]
[-0.56733456]
[ 0.05032458]
[ 0.31758554]
[ 0.46908099]
[-0.85859234]
[-0.84225989]
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[ 0.83358136]
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[-0.967393]
[-0.06194723]
[-1.14570589]
[-0.28313388]
[ 0.10026245]
[ 1.21450903]
[ 0.30356259]
[-0.20684418]
[ 1.40723603]
[ 0.02771807]
[-1.33475361]
[ 3.01711702]
[ 0.36701717]
[ 0.85479694]
[-0.47779737]
[ 2.39911917]
[-0.70055173]
[-0.04517737]
[ 0.57137917]
[-0.32825881]
[ 0.8228999]
[-0.3502605]
[ 1.0427388]
[ 0.0458567]
[ 0.88296688]
[ 0.8084154]
[ 0.29447933]
[ 2.69646503]
[ 1.24572035]
[-0.94833118]
[-0.00735275]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15437   1        0  0.327244 -0.555792   0.886073         0         0   
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15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
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16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
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    9.16932257e-02  -1.01834726e-01]
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   -1.78088012e-01   1.97471018e-01   6.49012420e-02  -1.89230476e-01
   -1.09975251e-01   5.15361640e-03]
 [ -1.84813194e-01   1.08249069e-01  -1.80263465e-01  -8.18817971e-02
   -2.66039495e-01   6.02165196e-02   1.62411593e-01   1.12059777e-01
    2.76524317e-02   2.70643380e-02]
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   -5.23679222e-02   1.57931862e-01  -2.95573755e-01  -5.03536037e-02
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    1.70754643e-02   1.53821541e-01]
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    1.18824033e-01   2.66146854e-02   1.01902951e-01  -7.11610019e-02
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    4.68848997e-02   1.51942389e-01   1.88480129e-01   2.48558659e-02
   -1.08864453e-01   1.81181207e-01]]
final_inputs_run [[-0.00501098]
 [ 0.18419434]
 [ 0.38570418]
 ..., 
 [ 0.08202615]
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final_outputs_run [[-0.00501098]
 [ 0.18419434]
 [ 0.38570418]
 ..., 
 [ 0.08202615]
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Progress: 0.9% ... Training loss: 0.618 ... Validation loss: 1.062[-0.07892499]
[-0.70655409]
[-0.18963852]
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[ 0.43583375]
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[ 1.0704928]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15421         0         1             0    ...          0      0      0   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
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15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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6              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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1              1  
2              1  
3              1  
4              1  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.09003570e-01  -1.56017718e-01   7.46342463e-02  -1.18764028e-01
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   -1.82608114e-01   1.46652718e-01]
 [  2.54206122e-01  -2.15295697e-01  -8.69367846e-02   7.78901424e-02
    1.56658926e-01   4.18979766e-02  -5.65925811e-02  -6.10837860e-02
    2.54151640e-01   2.43839109e-02]
 [ -9.02435120e-02   1.51477371e-01  -5.24600688e-02   2.71869589e-02
    1.16432770e-01  -9.55370422e-02   2.68406389e-03  -2.98453603e-02
    4.55465476e-02   1.37432140e-01]
 [  8.26258514e-02   1.41463463e-01  -1.87191433e-02  -6.20984184e-03
    6.93235840e-02  -3.98634400e-02  -2.52111082e-01   2.50282084e-01
   -1.40912033e-01  -2.83730824e-02]
 [ -2.15758357e-02   3.00688603e-01  -1.24791657e-01   4.58384549e-02
    5.08664718e-02  -4.57734406e-02  -7.70848978e-02  -2.68212310e-01
   -8.26555173e-02  -1.20389095e-01]
 [ -6.87110779e-02   1.44228824e-01  -9.39751655e-02  -2.95620677e-01
   -1.73660304e-01  -3.09816122e-01   4.36814222e-02  -8.20526881e-02
   -8.53940609e-02  -1.73865417e-01]
 [  8.14657707e-02   2.45416991e-02  -7.11522405e-02  -9.21358354e-02
   -1.19031728e-01  -2.71870010e-02   6.58329066e-02   3.90247001e-02
   -2.85153678e-03   1.07745302e-01]
 [ -1.93282790e-01  -1.76765517e-02   2.28109578e-02   9.54804606e-02
   -1.59685887e-01   8.54383840e-02   5.28161226e-02   2.11434777e-01
    1.34563656e-01  -1.86926029e-02]
 [ -1.35435799e-01   1.58423532e-01   2.30264425e-01  -1.08292674e-03
    6.35222811e-02   4.48414371e-02   1.14653828e-01  -1.42505618e-01
    1.94452443e-01  -4.70498479e-02]
 [  2.01029226e-01  -6.74699488e-02  -1.65000639e-02  -2.17566992e-01
    2.09803683e-02   1.53847661e-01  -4.17028404e-02  -2.54495192e-02
    1.06476849e-01   7.32830500e-02]
 [  4.85160522e-02   4.26699880e-02  -2.71703173e-01  -2.15217507e-01
    3.14036930e-01  -9.45234140e-02   1.18038753e-01   5.01556484e-02
   -7.70250131e-03  -6.18114446e-02]
 [ -1.50253412e-01   1.03178159e-01  -2.34127012e-01   6.81686464e-02
    1.94331023e-01  -6.07928292e-02   6.41529314e-02  -9.97332067e-02
    2.10832339e-01   1.96848809e-01]
 [  1.15625962e-01   1.96672848e-01   2.61954757e-02  -5.11058682e-02
    1.37701398e-02   2.13466797e-01  -4.90240265e-02  -2.22453831e-01
   -8.69668729e-02   1.63068673e-01]
 [ -1.26745431e-02  -3.09124696e-02  -6.98187055e-03  -1.47611713e-01
    1.99103345e-01   2.64889081e-02   3.18034079e-02  -1.28809028e-01
    1.15392692e-01   6.96741785e-02]
 [  9.56623350e-02  -8.68801648e-03  -1.79786108e-01  -2.30528418e-01
   -1.74336370e-01   1.45575919e-01   1.49274911e-01  -2.65978973e-02
    2.43045452e-01   7.00536629e-02]
 [ -2.96157172e-02  -7.61481647e-02  -1.57357385e-01   1.59585152e-01
   -8.34402586e-02  -3.12428282e-02  -1.95154925e-02   1.08212426e-01
   -9.43226228e-02   2.05237424e-01]
 [  1.60887903e-01   1.81894623e-01  -6.47080154e-02   2.27191850e-01
   -1.45726245e-01  -4.43614225e-02  -5.54755534e-02   1.50430872e-01
    1.07167129e-01   3.06667760e-01]
 [ -2.11898042e-01   4.21410185e-02  -1.67684609e-01   9.88124313e-02
   -1.59203266e-01  -1.22175751e-01  -1.50132539e-01   4.82876181e-02
    1.18502329e-01  -2.39178048e-01]
 [  7.78846880e-02  -4.95435002e-02  -7.58635963e-02  -1.01700001e-01
   -1.02031966e-01  -7.33891220e-02   8.75511672e-02  -1.09177547e-02
   -1.82267537e-01   9.29747789e-02]
 [  1.10545029e-01  -1.68371711e-01  -2.62658338e-02  -1.15605818e-01
   -2.51403652e-01  -8.31118782e-02   1.80471764e-01  -9.02408096e-02
   -1.12668363e-01   7.62897035e-02]
 [ -3.82157279e-02   8.87547878e-02  -9.31794585e-02   3.21001046e-02
    3.22499995e-02   6.83935299e-02   3.94574972e-02   1.55787607e-01
    2.67236141e-01  -2.95738370e-02]
 [ -1.31193829e-01  -1.85637221e-01  -3.57996500e-02  -1.93522621e-01
    2.89367700e-01  -2.51686341e-03   1.59496746e-01   3.29061215e-04
   -6.19907638e-02  -7.07460436e-02]
 [ -2.57964621e-01  -2.61168362e-01  -9.53450746e-02   1.00102379e-02
    7.29015346e-02  -5.43391762e-02  -1.54960317e-01   8.50497983e-02
   -1.55128251e-01  -2.41555499e-01]
 [  2.00688567e-01   2.39069642e-01   7.21083676e-04  -2.69082986e-02
   -1.77849641e-02   6.43584093e-02  -5.83147916e-02  -9.69322132e-02
   -6.63188223e-03  -3.66273771e-02]
 [  4.21632062e-02   1.70576123e-02  -2.16794914e-01   1.02651015e-01
    1.48192981e-01  -6.03707278e-02   1.72274590e-01   2.18331200e-02
   -1.34239591e-02  -1.70110579e-01]
 [  2.45276641e-02   1.70481925e-01   1.50067618e-01  -3.86418517e-02
   -2.31477501e-01  -1.67226487e-02  -1.61678176e-02   7.53784005e-02
   -1.53921529e-01  -3.73006983e-02]
 [  1.29470754e-01   2.19645261e-02  -1.26635471e-02  -9.40511839e-02
   -1.15709299e-01   6.21348476e-02  -9.88082638e-02   5.92396758e-02
    2.22386422e-02   4.11627947e-02]
 [ -1.43551929e-01   1.66435505e-01   1.21431881e-01   4.22389698e-02
    1.52917307e-01  -1.54089655e-01  -1.52065995e-01  -1.37839238e-01
    5.45236975e-04   1.40636849e-01]
 [  1.74859737e-01   2.33370486e-01   8.74010947e-02   1.25643834e-01
   -6.62282276e-02  -2.55315503e-01  -8.01882407e-02  -8.96318412e-02
   -1.12900213e-01   1.50085266e-01]
 [  2.61832436e-02  -1.61223847e-01   9.02273876e-02   1.91283942e-01
   -2.71965383e-02  -1.76540967e-02  -1.02360326e-01   4.66899782e-02
    1.27442534e-01  -1.69820014e-01]
 [  7.60538102e-02   4.86075337e-02   9.24348792e-02  -5.43795499e-02
   -1.98435620e-01   2.26727255e-01   2.74939189e-02   6.56283485e-02
    1.42916116e-01  -3.15593735e-01]
 [  2.55534011e-01  -1.24104035e-01  -3.28749919e-02  -2.48969085e-01
    3.25194551e-01  -7.58653621e-02  -6.90215378e-02   1.58585576e-01
    1.33502815e-01  -2.36808226e-01]
 [ -1.87270216e-01  -9.24993667e-02  -1.35078677e-02   8.53795700e-03
    2.76771738e-01  -1.57046346e-01  -1.29391176e-01   1.25298445e-01
    3.42244763e-01  -2.10811465e-01]
 [  2.43874119e-01   9.17378032e-03  -1.22728526e-01   1.74162897e-01
    1.78894838e-01  -1.46449411e-01  -9.57210598e-02  -1.00174478e-01
    2.63258199e-02  -7.02536310e-02]
 [ -2.79862559e-01  -1.70513071e-01   2.65010364e-01   4.15424216e-04
   -1.03088718e-01   8.79780582e-02   1.26808519e-01   1.71239572e-01
   -1.34723274e-02  -8.17383907e-02]
 [  1.13561504e-01   1.31159182e-03   2.49370135e-01  -2.29782593e-01
    1.10226284e-02   8.72222334e-02   1.01531087e-01   1.73136595e-01
    9.16686863e-02  -1.01631824e-01]
 [  1.30883013e-01   8.36028726e-02  -9.22012968e-02  -1.11389651e-01
   -1.78446701e-01   1.97539298e-01   6.49717007e-02  -1.89296232e-01
   -1.09991849e-01   5.30127604e-03]
 [ -1.84488010e-01   1.08539880e-01  -1.80553915e-01  -8.15787265e-02
   -2.66948786e-01   6.04004990e-02   1.62612976e-01   1.11883622e-01
    2.76084541e-02   2.74374483e-02]
 [  2.34844128e-02   7.74220417e-02   2.09064526e-03   5.47867247e-02
   -5.15959361e-02   1.57709472e-01  -2.95806698e-01  -5.01340982e-02
   -3.64561384e-02  -1.64518456e-01]
 [  1.77685028e-02   3.69642217e-03   2.02905475e-01  -1.50471268e-01
   -5.73676197e-02  -1.95304405e-01   1.37818954e-01  -1.98589072e-01
    1.72440975e-02   1.52393393e-01]
 [  1.38196469e-02   2.32816626e-01   3.98582109e-01   1.95794686e-01
    1.17591220e-01   2.65587401e-02   1.01802584e-01  -7.11004838e-02
    1.48393490e-01  -4.38993403e-02]
 [  3.86120550e-02   3.60400770e-02   2.25854148e-02   9.15521791e-02
   -9.74237829e-02  -1.06984752e-01   1.01358842e-01  -1.59193347e-01
    5.32059943e-02   1.20877833e-01]
 [ -5.85038248e-02   2.02532015e-01   2.78443879e-01  -1.16040078e-01
   -3.42738190e-02  -3.35648695e-02  -2.15122608e-02   9.84319645e-02
   -2.43883640e-01   8.15384411e-03]
 [ -9.51479443e-02  -2.75825257e-03   2.03443604e-01  -3.83132044e-02
   -8.61200062e-02  -1.24083805e-01  -1.64313344e-01  -1.38654678e-01
   -2.17576991e-01   1.25061411e-02]
 [  9.75270341e-02  -2.85616531e-01   7.85046933e-02   8.04385598e-02
    4.65651653e-02   1.52026962e-01   1.88581697e-01   2.47770415e-02
   -1.08886926e-01   1.81375498e-01]]
final_inputs_run [[-1.14666548]
 [-1.15259386]
 [-1.20280234]
 ..., 
 [-0.40132021]
 [-0.30312097]
 [-0.15317455]]
final_outputs_run [[-1.14666548]
 [-1.15259386]
 [-1.20280234]
 ..., 
 [-0.40132021]
 [-0.30312097]
 [-0.15317455]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
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Progress: 0.9% ... Training loss: 0.617 ... Validation loss: 1.062[-0.07693617]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
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15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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15433         0         1             0    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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final_inputs_run [[-1.10655485]
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 ..., 
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final_outputs_run [[-1.10655485]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
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15446          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
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16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16866          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
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...          ...  
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16871          0  
16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
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   -8.53773125e-02  -1.24183263e-01  -1.64426228e-01  -1.38545690e-01
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    4.62063626e-02   1.52025312e-01   1.88522715e-01   2.48088182e-02
   -1.08874450e-01   1.81404104e-01]]
final_inputs_run [[ 0.03494546]
 [ 0.21567768]
 [ 0.41558107]
 ..., 
 [ 0.11723326]
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final_outputs_run [[ 0.03494546]
 [ 0.21567768]
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 ..., 
 [ 0.11723326]
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Progress: 0.9% ... Training loss: 0.613 ... Validation loss: 1.036[ 0.26859919]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
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15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
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16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
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16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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16874         0         1             0    ...          1      0      0   

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 [  1.15905971e-01   1.96878562e-01   2.59558596e-02  -5.08548800e-02
    1.30249463e-02   2.13610990e-01  -4.88678929e-02  -2.22599816e-01
   -8.70074576e-02   1.63369253e-01]
 [ -1.24858505e-02  -3.07482165e-02  -7.13351652e-03  -1.47447218e-01
    1.98623509e-01   2.65918191e-02   3.19149921e-02  -1.28911856e-01
    1.15365773e-01   6.98755650e-02]
 [  9.58453874e-02  -8.54802676e-03  -1.79920936e-01  -2.30380087e-01
   -1.74800906e-01   1.45669087e-01   1.49376517e-01  -2.66869077e-02
    2.43023059e-01   7.02439847e-02]
 [ -2.79115892e-02  -7.47772178e-02  -1.58733195e-01   1.61037882e-01
   -8.78534177e-02  -3.03539646e-02  -1.85299817e-02   1.07345555e-01
   -9.45533072e-02   2.07141903e-01]
 [  1.61642775e-01   1.82492179e-01  -6.53085396e-02   2.27818679e-01
   -1.47575025e-01  -4.39693500e-02  -5.50485724e-02   1.50053711e-01
    1.07066734e-01   3.07463775e-01]
 [ -2.10167127e-01   4.35638874e-02  -1.69090980e-01   1.00325022e-01
   -1.63643168e-01  -1.21266239e-01  -1.49122430e-01   4.73796130e-02
    1.18268619e-01  -2.37278739e-01]
 [  7.99760142e-02  -4.79208549e-02  -7.74346741e-02  -9.99991975e-02
   -1.07122983e-01  -7.23456740e-02   8.86839611e-02  -1.19485092e-02
   -1.82542413e-01   9.51921027e-02]
 [  1.11017175e-01  -1.67997131e-01  -2.66306331e-02  -1.15206291e-01
   -2.52631118e-01  -8.28720208e-02   1.80731727e-01  -9.04830412e-02
   -1.12732221e-01   7.67915381e-02]
 [ -3.70205012e-02   8.97147857e-02  -9.41006776e-02   3.30896394e-02
    2.92758673e-02   6.90084984e-02   4.01272921e-02   1.55188730e-01
    2.67080297e-01  -2.82688758e-02]
 [ -1.31828062e-01  -1.86178824e-01  -3.52487784e-02  -1.94071952e-01
    2.90879851e-01  -2.84639844e-03   1.59129663e-01   6.69471638e-04
   -6.19003231e-02  -7.14528701e-02]
 [ -2.61197184e-01  -2.63856104e-01  -9.28635558e-02   7.26585443e-03
    8.03789074e-02  -5.59915318e-02  -1.56826498e-01   8.67115095e-02
   -1.54694103e-01  -2.45126797e-01]
 [  2.00428834e-01   2.38836080e-01   9.34485625e-04  -2.71372379e-02
   -1.71381355e-02   6.42234460e-02  -5.84817974e-02  -9.67824298e-02
   -6.59110538e-03  -3.69166365e-02]
 [  4.27210518e-02   1.75534604e-02  -2.17263712e-01   1.03153507e-01
    1.47043094e-01  -6.00681982e-02   1.72622545e-01   2.15146110e-02
   -1.35095960e-02  -1.69490251e-01]
 [  2.44364231e-02   1.70466098e-01   1.50164131e-01  -3.87178414e-02
   -2.31209356e-01  -1.67560540e-02  -1.61941709e-02   7.54045462e-02
   -1.53916990e-01  -3.73825448e-02]
 [  1.29037431e-01   2.16341448e-02  -1.23063718e-02  -9.44274930e-02
   -1.14660378e-01   6.19028788e-02  -9.90536476e-02   5.94607846e-02
    2.23002843e-02   4.07058919e-02]
 [ -1.44193596e-01   1.65829834e-01   1.22058519e-01   4.16385745e-02
    1.54314361e-01  -1.54470167e-01  -1.52528308e-01  -1.37426420e-01
    6.57163142e-04   1.39839569e-01]
 [  1.74771758e-01   2.33285431e-01   8.75217848e-02   1.25538993e-01
   -6.57488949e-02  -2.55380004e-01  -8.02314238e-02  -8.95876639e-02
   -1.12893379e-01   1.49977978e-01]
 [  2.64631736e-02  -1.60966564e-01   9.00637188e-02   1.91532648e-01
   -2.80253884e-02  -1.74928281e-02  -1.02159698e-01   4.65095121e-02
    1.27396922e-01  -1.69402755e-01]
 [  7.51073983e-02   4.78470322e-02   9.31983613e-02  -5.51583377e-02
   -1.96306684e-01   2.26201939e-01   2.69190790e-02   6.61292311e-02
    1.43052674e-01  -3.16510167e-01]
 [  2.53237070e-01  -1.25889262e-01  -3.12112395e-02  -2.50614609e-01
    3.29289408e-01  -7.70340026e-02  -7.03938687e-02   1.59787050e-01
    1.33835010e-01  -2.39051656e-01]
 [ -1.88267064e-01  -9.33558952e-02  -1.26526001e-02   7.62051431e-03
    2.78868368e-01  -1.57613897e-01  -1.30053749e-01   1.25880058e-01
    3.42397361e-01  -2.11965058e-01]
 [  2.41971217e-01   7.68242237e-03  -1.21332924e-01   1.72636340e-01
    1.82529233e-01  -1.47383758e-01  -9.68070715e-02  -9.92202714e-02
    2.65732432e-02  -7.21929499e-02]
 [ -2.79981857e-01  -1.70638097e-01   2.65133412e-01   2.85587853e-04
   -1.02787977e-01   8.78913609e-02   1.26707582e-01   1.71326899e-01
   -1.34462799e-02  -8.19148335e-02]
 [  1.13934252e-01   1.61355051e-03   2.49163725e-01  -2.29546590e-01
    1.01031307e-02   8.74130900e-02   1.01738005e-01   1.72950095e-01
    9.16204253e-02  -1.01251792e-01]
 [  1.31174814e-01   8.38432687e-02  -9.24380605e-02  -1.11148942e-01
   -1.79132334e-01   1.97695416e-01   6.51407705e-02  -1.89447648e-01
   -1.10033356e-01   5.61431363e-03]
 [ -1.84059008e-01   1.08909384e-01  -1.80918574e-01  -8.12114426e-02
   -2.68101002e-01   6.06245588e-02   1.62871137e-01   1.11649936e-01
    2.75456490e-02   2.79361394e-02]
 [  2.29245841e-02   7.69415869e-02   2.59639891e-03   5.43257687e-02
   -5.07855357e-02   1.57360021e-01  -2.96201708e-01  -4.97885754e-02
   -3.63606543e-02  -1.64997095e-01]
 [  1.69541951e-02   3.11514647e-03   2.03537113e-01  -1.51035148e-01
   -5.66162493e-02  -1.95680173e-01   1.37357559e-01  -1.98189584e-01
    1.73396849e-02   1.51688066e-01]
 [  1.42062107e-02   2.32926687e-01   3.98360338e-01   1.95948449e-01
    1.15974635e-01   2.66509155e-02   1.01891274e-01  -7.11950268e-02
    1.48368319e-01  -4.35250473e-02]
 [  3.86277162e-02   3.60800501e-02   2.25462533e-02   9.15752495e-02
   -9.77320298e-02  -1.06974149e-01   1.01337090e-01  -1.59194997e-01
    5.32124088e-02   1.20924529e-01]
 [ -5.89365479e-02   2.02225708e-01   2.78825622e-01  -1.16310512e-01
   -3.36364456e-02  -3.37546016e-02  -2.17290138e-02   9.86405939e-02
   -2.43823716e-01   7.76661997e-03]
 [ -9.57309290e-02  -3.14313146e-03   2.03802607e-01  -3.86761331e-02
   -8.51612402e-02  -1.24315294e-01  -1.64572498e-01  -1.38423612e-01
   -2.17509921e-01   1.19428546e-02]
 [  9.79345061e-02  -2.85378554e-01   7.83205208e-02   8.06671300e-02
    4.52223759e-02   1.52177553e-01   1.88642366e-01   2.46866974e-02
   -1.08906690e-01   1.81692660e-01]]
final_inputs_run [[ 0.03763031]
 [ 0.21982947]
 [ 0.42007914]
 ..., 
 [ 0.11990201]
 [-0.12912971]
 [-0.16271811]]
final_outputs_run [[ 0.03763031]
 [ 0.21982947]
 [ 0.42007914]
 ..., 
 [ 0.11990201]
 [-0.12912971]
 [-0.16271811]]
Progress: 1.0% ... Training loss: 0.612 ... Validation loss: 1.033[ 0.60863466]
[-0.3819896]
[ 0.07264373]
[-0.36571041]
[-0.66036934]
[-0.42773674]
[-0.26431505]
[-0.64212185]
[ 0.13564579]
[-0.83269857]
[ 0.23740992]
[-0.45897656]
[-0.27764823]
[-0.49687172]
[ 1.24399219]
[-0.63460795]
[ 0.30807969]
[ 0.47161276]
[-0.51708625]
[-0.74762746]
[-0.14827037]
[ 0.23872302]
[-0.11125639]
[-0.49400216]
[-1.00958479]
[-0.58441556]
[-0.63191814]
[ 0.11969389]
[-0.30952832]
[ 0.06923183]
[ 0.22808353]
[-0.63020395]
[ 2.2759835]
[-0.1431475]
[-0.54877676]
[ 0.65494647]
[-0.73785062]
[-0.06896415]
[ 0.27239519]
[-0.43246161]
[ 0.32052869]
[-0.31571969]
[ 0.65379353]
[-0.80933145]
[ 0.72841684]
[ 0.14184838]
[ 0.1205855]
[-0.27525246]
[ 0.19784608]
[ 0.92514002]
[-0.68943557]
[ 0.18097323]
[-1.06867406]
[ 1.1126632]
[-0.18449736]
[-0.04866754]
[-0.23902369]
[ 0.14184838]
[-0.12015697]
[ 0.40814989]
[-0.64989016]
[ 1.72888385]
[ 0.92266275]
[ 0.01774292]
[ 0.33661133]
[-0.01397079]
[-0.05284761]
[-0.79427086]
[ 1.96234807]
[ 0.84134701]
[ 0.69256286]
[ 0.26124196]
[-0.32044885]
[-0.59607895]
[ 0.35880719]
[-0.2481259]
[ 0.11571887]
[-1.02422235]
[ 2.38302368]
[ 0.7815147]
[-0.58050917]
[-0.07874154]
[ 0.04429531]
[-0.38899711]
[ 0.66454463]
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[ 0.08629169]
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[ 0.42071583]
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[ 1.87229111]
[ 0.73067236]
[ 0.21934316]
[ 2.09026756]
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[ 0.17225314]
[ 0.20518765]
[ 0.08121746]
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[ 0.10716633]
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[ 0.59085801]
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[ 0.94871226]
[-0.10385294]
[-0.63142077]
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[ 0.38334148]
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[ 1.45033995]
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[ 0.05082553]
[ 1.021778]
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[ 0.68643269]
[ 0.16613727]
[-0.35340406]
[ 0.60948564]
[-0.14101905]
[-0.4103025]
[ 1.64591381]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
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15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
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15448   1        0  0.015647 -0.607624   1.374057         0         0   
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15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
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    1.27453103e-01  -1.69817843e-01]
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    1.43114382e-01  -3.16915469e-01]
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    2.80492944e-01  -1.58035330e-01  -1.30595528e-01   1.26346797e-01
    3.42531621e-01  -2.12870317e-01]
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    1.83731964e-01  -1.47672138e-01  -9.71776237e-02  -9.88831304e-02
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   -1.02708552e-01   8.78705697e-02   1.26680807e-01   1.71349765e-01
   -1.34400757e-02  -8.19594345e-02]
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    9.45097228e-03   8.75404631e-02   1.01882933e-01   1.72813327e-01
    9.15811393e-02  -1.00971771e-01]
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   -1.79049955e-01   1.97675969e-01   6.51215865e-02  -1.89428247e-01
   -1.10027630e-01   5.57336053e-03]
 [ -1.83680418e-01   1.09283491e-01  -1.81286340e-01  -8.08399237e-02
   -2.69184735e-01   6.08619883e-02   1.63124269e-01   1.11415427e-01
    2.74792439e-02   2.84400318e-02]
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   -5.05214087e-02   1.57193014e-01  -2.96416587e-01  -4.96111446e-02
   -3.63058509e-02  -1.65318459e-01]
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    1.73020674e-02   1.52029445e-01]
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    1.15903540e-01   2.66452694e-02   1.01868662e-01  -7.11868637e-02
    1.48373052e-01  -4.35361234e-02]
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    4.47279741e-02   1.52126622e-01   1.88562940e-01   2.47468921e-02
   -1.08886645e-01   1.81586539e-01]]
final_inputs_run [[ 0.0492886 ]
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 [ 0.43994462]
 ..., 
 [ 0.13542193]
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final_outputs_run [[ 0.0492886 ]
 [ 0.23815529]
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 ..., 
 [ 0.13542193]
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Progress: 1.0% ... Training loss: 0.610 ... Validation loss: 1.023[-0.59007857]
[ 0.35940757]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
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24            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
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15407         0         1             0    ...          0      0      0   
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15419         0         1             0    ...          0      0      0   
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15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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6              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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1              1  
2              1  
3              1  
4              1  
5              1  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.14379404e-01  -1.60615282e-01   7.93328634e-02  -1.23162040e-01
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    1.49514019e-01   9.99633342e-02]
 [ -6.40261623e-02  -5.09496253e-02  -5.62783327e-03   1.67187255e-01
   -8.36935258e-03  -2.79388314e-01   1.18695894e-02  -4.60165964e-02
    1.16283960e-01   9.02591252e-02]
 [  2.02488749e-01   8.11391181e-02   9.76657628e-02   7.01253598e-02
    2.98451140e-02  -8.24964346e-02   9.99869341e-03   1.31151773e-01
    5.38645526e-02   6.38484915e-03]
 [ -1.69398067e-01  -7.14378064e-03  -8.11297022e-02  -4.94802789e-02
    2.37477556e-01   7.70775244e-02  -3.12136063e-02   1.88461746e-01
   -6.89618930e-02   8.17568816e-02]
 [ -1.10557069e-01  -1.03060235e-01  -5.28270918e-02  -8.19552065e-02
   -1.58137327e-02  -6.85105906e-02   2.83096067e-01   9.20837363e-02
    1.97698269e-01  -1.67603675e-02]
 [ -1.40734668e-01   8.77896396e-02  -1.31258596e-01   6.60717428e-02
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   -2.41680538e-01   3.85459550e-03]
 [ -1.47200081e-01   5.92066892e-02   9.76492031e-04  -1.36611777e-01
   -5.08447727e-02  -2.47775086e-02   5.74629816e-02   6.89981291e-02
   -1.82462592e-01   1.45780421e-01]
 [  2.54206122e-01  -2.15295697e-01  -8.69367846e-02   7.78901424e-02
    1.56658926e-01   4.18979766e-02  -5.65925811e-02  -6.10837860e-02
    2.54151640e-01   2.43839109e-02]
 [ -8.97422652e-02   1.51866120e-01  -5.28294503e-02   2.75781358e-02
    1.15071698e-01  -9.53053765e-02   2.92738914e-03  -3.00756511e-02
    4.54815521e-02   1.37936584e-01]
 [  8.25330983e-02   1.41351513e-01  -1.85398167e-02  -6.35011359e-03
    6.92500327e-02  -3.99578728e-02  -2.52213050e-01   2.50396724e-01
   -1.40887749e-01  -2.84952982e-02]
 [ -2.33973160e-02   2.99241934e-01  -1.23272710e-01   4.43526268e-02
    5.51458241e-02  -4.66651637e-02  -7.80883952e-02  -2.67278344e-01
   -8.23980608e-02  -1.22292424e-01]
 [ -7.01236017e-02   1.43138533e-01  -9.29298398e-02  -2.96793675e-01
   -1.70175633e-01  -3.10482997e-01   4.29049183e-02  -8.13525366e-02
   -8.51945270e-02  -1.75338767e-01]
 [  8.15158031e-02   2.45023024e-02  -7.10699466e-02  -9.21745073e-02
   -1.19351527e-01  -2.72107912e-02   6.57834927e-02   3.90697850e-02
   -2.83267267e-03   1.07753979e-01]
 [ -1.92625171e-01  -1.73147429e-02   2.24881432e-02   9.57282602e-02
   -1.62438045e-01   8.55994514e-02   5.28795629e-02   2.11308196e-01
    1.34551756e-01  -1.81695930e-02]
 [ -1.33898694e-01   1.59550139e-01   2.29115372e-01   1.59731923e-04
    5.91403907e-02   4.56011059e-02   1.15370801e-01  -1.43232971e-01
    1.94257707e-01  -4.53911690e-02]
 [  2.03160532e-01  -6.56744703e-02  -1.82090334e-02  -2.15597434e-01
    1.41140870e-02   1.54959517e-01  -4.05494661e-02  -2.65398264e-02
    1.06185898e-01   7.57297043e-02]
 [  4.65276167e-02   4.11207670e-02  -2.69978558e-01  -2.16668346e-01
    3.16403985e-01  -9.55337892e-02   1.16788339e-01   5.12137054e-02
   -7.39593082e-03  -6.36247061e-02]
 [ -1.51999857e-01   1.01706360e-01  -2.32610912e-01   6.66103392e-02
    1.98374159e-01  -6.17804433e-02   6.30789951e-02  -9.87529496e-02
    2.11089753e-01   1.94778274e-01]
 [  1.16332610e-01   1.97196371e-01   2.55980350e-02  -5.04802919e-02
    1.18940557e-02   2.13830642e-01  -4.86283722e-02  -2.22828362e-01
   -8.70711201e-02   1.63825769e-01]
 [ -1.26880335e-02  -3.09053962e-02  -6.97259377e-03  -1.47610564e-01
    1.99195963e-01   2.64905854e-02   3.18111238e-02  -1.28809362e-01
    1.15394756e-01   6.96619843e-02]
 [  9.69153949e-02  -7.71687200e-03  -1.80754360e-01  -2.29551504e-01
   -1.77457997e-01   1.46209726e-01   1.49943500e-01  -2.72318224e-02
    2.42876661e-01   7.13885807e-02]
 [ -2.67602340e-02  -7.38869393e-02  -1.59661518e-01   1.61998770e-01
   -9.06233206e-02  -2.97612252e-02  -1.78906553e-02   1.06747780e-01
   -9.47233299e-02   2.08385798e-01]
 [  1.62323438e-01   1.83021047e-01  -6.58425971e-02   2.28366484e-01
   -1.49311150e-01  -4.36265872e-02  -5.46738384e-02   1.49711476e-01
    1.06974733e-01   3.08176550e-01]
 [ -2.09332320e-01   4.42472360e-02  -1.69777090e-01   1.01039149e-01
   -1.65685023e-01  -1.20837296e-01  -1.48639389e-01   4.69331838e-02
    1.18152084e-01  -2.36382772e-01]
 [  8.12858243e-02  -4.69299426e-02  -7.84528043e-02  -9.89744782e-02
   -1.10501239e-01  -7.17052969e-02   8.93879073e-02  -1.26050811e-02
   -1.82727004e-01   9.65787329e-02]
 [  1.12174377e-01  -1.67088611e-01  -2.75218290e-02  -1.14267395e-01
   -2.55584299e-01  -8.22938886e-02   1.81328000e-01  -9.10737534e-02
   -1.12895065e-01   7.80201926e-02]
 [ -3.59770184e-02   9.05533549e-02  -9.49344392e-02   3.39558722e-02
    2.65862628e-02   6.95304536e-02   4.07046431e-02   1.54665015e-01
    2.66931970e-01  -2.71582356e-02]
 [ -1.31689531e-01  -1.86073492e-01  -3.53613141e-02  -1.93953043e-01
    2.90509718e-01  -2.76830047e-03   1.59205419e-01   5.98698088e-04
   -6.19187496e-02  -7.13037926e-02]
 [ -2.61828829e-01  -2.64336013e-01  -9.23569062e-02   6.77530323e-03
    8.18680096e-02  -5.63109558e-02  -1.57191043e-01   8.70482899e-02
   -1.54599324e-01  -2.45822548e-01]
 [  2.00238403e-01   2.38651314e-01   1.10318377e-03  -2.73332415e-02
   -1.64905610e-02   6.41201658e-02  -5.86038007e-02  -9.66748411e-02
   -6.55997969e-03  -3.71387865e-02]
 [  4.28038444e-02   1.76542946e-02  -2.17298140e-01   1.03217468e-01
    1.46792750e-01  -6.00423699e-02   1.72681486e-01   2.14578414e-02
   -1.35218798e-02  -1.69436154e-01]
 [  2.45902417e-02   1.70639912e-01   1.50046494e-01  -3.85838828e-02
   -2.31512596e-01  -1.66685904e-02  -1.60819324e-02   7.53036334e-02
   -1.53946219e-01  -3.71889806e-02]
 [  1.28961701e-01   2.15809047e-02  -1.22453143e-02  -9.44871201e-02
   -1.14475242e-01   6.18655662e-02  -9.90941224e-02   5.95019617e-02
    2.23114193e-02   4.06295404e-02]
 [ -1.44633703e-01   1.65451436e-01   1.22450151e-01   4.12527209e-02
    1.55351801e-01  -1.54712044e-01  -1.52815638e-01  -1.37161327e-01
    7.33268143e-04   1.39297066e-01]
 [  1.74691348e-01   2.33293610e-01   8.75929452e-02   1.25530681e-01
   -6.59206940e-02  -2.55449057e-01  -8.02372080e-02  -8.95958734e-02
   -1.12890501e-01   1.50001143e-01]
 [  2.59858155e-02  -1.61364306e-01   9.05627137e-02   1.91051019e-01
   -2.68479634e-02  -1.77853894e-02  -1.02495159e-01   4.68093984e-02
    1.27483314e-01  -1.70028672e-01]
 [  7.37921281e-02   4.68703242e-02   9.42077723e-02  -5.61310868e-02
   -1.93314266e-01   2.25524844e-01   2.61899330e-02   6.68035445e-02
    1.43244929e-01  -3.17778566e-01]
 [  2.50262063e-01  -1.28340702e-01  -2.87700882e-02  -2.52867608e-01
    3.35225813e-01  -7.85566037e-02  -7.21781303e-02   1.61425182e-01
    1.34302788e-01  -2.42270553e-01]
 [ -1.89955682e-01  -9.49533559e-02  -1.10580230e-02   5.93614960e-03
    2.82690335e-01  -1.58550035e-01  -1.31219576e-01   1.26910040e-01
    3.42686022e-01  -2.13954756e-01]
 [  2.41165063e-01   7.01465456e-03  -1.20619986e-01   1.71870308e-01
    1.84334762e-01  -1.47799500e-01  -9.73290449e-02  -9.87388589e-02
    2.67082382e-02  -7.31565042e-02]
 [ -2.80140127e-01  -1.70768299e-01   2.65267605e-01   1.48574445e-04
   -1.02384217e-01   8.78128860e-02   1.26618839e-01   1.71413512e-01
   -1.34224596e-02  -8.20867118e-02]
 [  1.14257323e-01   1.86308376e-03   2.48932686e-01  -2.29304314e-01
    9.28673936e-03   8.75740484e-02   1.01918123e-01   1.72780850e-01
    9.15714656e-02  -1.00901689e-01]
 [  1.31322532e-01   8.39670765e-02  -9.25675191e-02  -1.11025956e-01
   -1.79457197e-01   1.97772629e-01   6.52289229e-02  -1.89530094e-01
   -1.10056382e-01   5.77805918e-03]
 [ -1.83224289e-01   1.09652684e-01  -1.81663743e-01  -8.04558541e-02
   -2.70389264e-01   6.10910473e-02   1.63389280e-01   1.11164256e-01
    2.74081801e-02   2.89543284e-02]
 [  2.39238382e-02   7.76591592e-02   1.89820913e-03   5.51298263e-02
   -5.35841772e-02   1.57827962e-01  -2.95725515e-01  -5.02604840e-02
   -3.64891989e-02  -1.63980798e-01]
 [  1.68320310e-02   3.08254721e-03   2.03587615e-01  -1.50989650e-01
   -5.67717590e-02  -1.95743848e-01   1.37287588e-01  -1.98146889e-01
    1.73559013e-02   1.51651183e-01]
 [  1.54469983e-02   2.33904629e-01   3.97442368e-01   1.96916893e-01
    1.12837934e-01   2.72590519e-02   1.02492827e-01  -7.18132065e-02
    1.48207555e-01  -4.22700045e-02]
 [  3.82774839e-02   3.57379314e-02   2.29590260e-02   9.12214629e-02
   -9.76503025e-02  -1.07182727e-01   1.01010196e-01  -1.58906508e-01
    5.33004862e-02   1.20534706e-01]
 [ -5.88856072e-02   2.02225510e-01   2.78858872e-01  -1.16317149e-01
   -3.40944981e-02  -3.37638146e-02  -2.17553443e-02   9.86347848e-02
   -2.43818305e-01   7.84025769e-03]
 [ -9.61833139e-02  -3.53477809e-03   2.04193198e-01  -3.90461198e-02
   -8.42347983e-02  -1.24511192e-01  -1.64824086e-01  -1.38186998e-01
   -2.17441503e-01   1.14789156e-02]
 [  9.66572807e-02  -2.86448688e-01   7.95447573e-02   7.94633364e-02
    4.75088188e-02   1.51426880e-01   1.87768857e-01   2.54993877e-02
   -1.08675691e-01   1.80138329e-01]]
final_inputs_run [[-1.12006538]
 [-1.12780643]
 [-1.1754242 ]
 ..., 
 [-0.35686196]
 [-0.25563524]
 [-0.103368  ]]
final_outputs_run [[-1.12006538]
 [-1.12780643]
 [-1.1754242 ]
 ..., 
 [-0.35686196]
 [-0.25563524]
 [-0.103368  ]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
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Progress: 1.0% ... Training loss: 0.609 ... Validation loss: 1.023[ 0.61775393]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
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15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
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1              1  
2              1  
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[15435 rows x 56 columns]
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    1.20202249e-02   2.13816246e-01  -4.86466776e-02  -2.22809119e-01
   -8.70662801e-02   1.63811045e-01]
 [ -1.27044739e-02  -3.09135928e-02  -6.96654085e-03  -1.47613563e-01
    1.99260231e-01   2.64856623e-02   3.18065569e-02  -1.28806080e-01
    1.15396322e-01   6.96427768e-02]
 [  9.78854781e-02  -6.87722993e-03  -1.81591453e-01  -2.28732367e-01
   -1.80088897e-01   1.46720032e-01   1.50517262e-01  -2.77846984e-02
    2.42726280e-01   7.25013241e-02]
 [ -2.61407393e-02  -7.34098776e-02  -1.60146507e-01   1.62510171e-01
   -9.22150285e-02  -2.94423829e-02  -1.75564504e-02   1.06431835e-01
   -9.48119084e-02   2.09044751e-01]
 [  1.62951628e-01   1.83513686e-01  -6.63332797e-02   2.28883430e-01
   -1.50971273e-01  -4.33056792e-02  -5.43294032e-02   1.49400002e-01
    1.06883781e-01   3.08840593e-01]
 [ -2.08505493e-01   4.48965489e-02  -1.70454985e-01   1.01732622e-01
   -1.67870875e-01  -1.20429619e-01  -1.48178734e-01   4.64899207e-02
    1.18031199e-01  -2.35487457e-01]
 [  8.21654887e-02  -4.62459240e-02  -7.91295045e-02  -9.82669032e-02
   -1.12739793e-01  -7.12613267e-02   8.98437977e-02  -1.30597489e-02
   -1.82855016e-01   9.74864713e-02]
 [  1.12450903e-01  -1.66898753e-01  -2.77538768e-02  -1.14030803e-01
   -2.56306481e-01  -8.21494092e-02   1.81474729e-01  -9.12222632e-02
   -1.12937125e-01   7.83282991e-02]
 [ -3.59139802e-02   9.06099868e-02  -9.49902210e-02   3.40137510e-02
    2.64087707e-02   6.95645984e-02   4.07438747e-02   1.54628222e-01
    2.66921790e-01  -2.70831582e-02]
 [ -1.31525903e-01  -1.85955021e-01  -3.54893702e-02  -1.93822453e-01
    2.90140624e-01  -2.68537612e-03   1.59290217e-01   5.16395537e-04
   -6.19420861e-02  -7.11292699e-02]
 [ -2.62746161e-01  -2.65057172e-01  -9.16346099e-02   6.04213739e-03
    8.41650678e-02  -5.67590181e-02  -1.57699127e-01   8.75245321e-02
   -1.54463457e-01  -2.46798429e-01]
 [  1.99951969e-01   2.38432463e-01   1.33267162e-03  -2.75878467e-02
   -1.57311048e-02   6.39589590e-02  -5.87796255e-02  -9.65099388e-02
   -6.51301703e-03  -3.74468084e-02]
 [  4.29317088e-02   1.77303895e-02  -2.17388046e-01   1.03291807e-01
    1.46643537e-01  -5.99818535e-02   1.72752052e-01   2.13939834e-02
   -1.35409154e-02  -1.69324372e-01]
 [  2.43764752e-02   1.70503640e-01   1.50206648e-01  -3.87511437e-02
   -2.31096191e-01  -1.67801902e-02  -1.62016045e-02   7.54203766e-02
   -1.53911764e-01  -3.74235608e-02]
 [  1.28314072e-01   2.10622269e-02  -1.17076962e-02  -9.50416412e-02
   -1.12924962e-01   6.15332288e-02  -9.94590325e-02   5.98472306e-02
    2.24105415e-02   3.99235747e-02]
 [ -1.44192093e-01   1.65856743e-01   1.22065879e-01   4.16513673e-02
    1.54306192e-01  -1.54468603e-01  -1.52530887e-01  -1.37430508e-01
    6.56903322e-04   1.39843883e-01]
 [  1.74578373e-01   2.33207472e-01   8.76821314e-02   1.25441368e-01
   -6.56192399e-02  -2.55503867e-01  -8.02967623e-02  -8.95373026e-02
   -1.12873862e-01   1.49880887e-01]
 [  2.58466307e-02  -1.61464126e-01   9.06748410e-02   1.90943614e-01
   -2.65609711e-02  -1.78549527e-02  -1.02563421e-01   4.68814832e-02
    1.27504147e-01  -1.70161711e-01]
 [  7.31172460e-02   4.63000778e-02   9.47572381e-02  -5.66907093e-02
   -1.91681485e-01   2.25155628e-01   2.57825109e-02   6.71778396e-02
    1.43352284e-01  -3.18500231e-01]
 [  2.49934385e-01  -1.28575534e-01  -2.85396518e-02  -2.53064061e-01
    3.35813225e-01  -7.87247676e-02  -7.23698549e-02   1.61602348e-01
    1.34352807e-01  -2.42612500e-01]
 [ -1.90142126e-01  -9.51752737e-02  -1.08378873e-02   5.69435872e-03
    2.83203589e-01  -1.58673218e-01  -1.31351222e-01   1.27055125e-01
    3.42726241e-01  -2.14234844e-01]
 [  2.40193516e-01   6.25382985e-03  -1.19827314e-01   1.71058180e-01
    1.86578075e-01  -1.48256319e-01  -9.78694416e-02  -9.82230915e-02
    2.68539102e-02  -7.42195120e-02]
 [ -2.80645536e-01  -1.71205517e-01   2.65692741e-01  -3.03472168e-04
   -1.01083297e-01   8.75046286e-02   1.26275740e-01   1.71709783e-01
   -1.33292473e-02  -8.26877619e-02]
 [  1.14066109e-01   1.71213687e-03   2.49088872e-01  -2.29466710e-01
    9.80767515e-03   8.74763869e-02   1.01816330e-01   1.72882192e-01
    9.15987228e-02  -1.01107925e-01]
 [  1.31491419e-01   8.41060581e-02  -9.27038217e-02  -1.10893290e-01
   -1.79881286e-01   1.97861564e-01   6.53245637e-02  -1.89620303e-01
   -1.10081721e-01   5.96673780e-03]
 [ -1.82955464e-01   1.09879038e-01  -1.81898156e-01  -8.02337598e-02
   -2.71083347e-01   6.12284973e-02   1.63550413e-01   1.11017491e-01
    2.73665963e-02   2.92590647e-02]
 [  2.39769159e-02   7.77206418e-02   1.84043075e-03   5.51965732e-02
   -5.36040952e-02   1.57882975e-01  -2.95660723e-01  -5.03011655e-02
   -3.65004575e-02  -1.63913928e-01]
 [  1.69341213e-02   3.18372512e-03   2.03476150e-01  -1.50854010e-01
   -5.73492672e-02  -1.95691204e-01   1.37311802e-01  -1.98188536e-01
    1.73520790e-02   1.51789176e-01]
 [  1.53477736e-02   2.33810125e-01   3.97524143e-01   1.96825821e-01
    1.13014583e-01   2.71794964e-02   1.02416511e-01  -7.17632591e-02
    1.48223926e-01  -4.23867236e-02]
 [  3.81633072e-02   3.56861303e-02   2.30498732e-02   9.11271197e-02
   -9.74065973e-02  -1.07264897e-01   1.00921635e-01  -1.58834878e-01
    5.33238855e-02   1.20434712e-01]
 [ -5.81064997e-02   2.02819603e-01   2.78251838e-01  -1.15683145e-01
   -3.62959342e-02  -3.33866639e-02  -2.13566248e-02   9.82423080e-02
   -2.43923964e-01   8.64439715e-03]
 [ -9.63547579e-02  -3.73231123e-03   2.04381791e-01  -3.92977970e-02
   -8.36134584e-02  -1.24596870e-01  -1.64921417e-01  -1.38070728e-01
   -2.17409843e-01   1.12695555e-02]
 [  9.63679940e-02  -2.86664136e-01   7.97565829e-02   7.92346677e-02
    4.77873533e-02   1.51282188e-01   1.87582747e-01   2.56642395e-02
   -1.08625477e-01   1.79812174e-01]]
final_inputs_run [[-1.12789518]
 [-1.13520634]
 [-1.18307038]
 ..., 
 [-0.35803467]
 [-0.2564355 ]
 [-0.10616554]]
final_outputs_run [[-1.12789518]
 [-1.13520634]
 [-1.18307038]
 ..., 
 [-0.35803467]
 [-0.2564355 ]
 [-0.10616554]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
15442          0  
15443          0  
15444          0  
15445          0  
15446          0  
15447          0  
15448          0  
15449          0  
15450          0  
15451          0  
15452          0  
15453          0  
15454          0  
15455          0  
15456          0  
15457          0  
15458          0  
15459          0  
15460          0  
15461          0  
15462          0  
15463          0  
15464          0  
...          ...  
16845          0  
16846          0  
16847          0  
16848          0  
16849          0  
16850          0  
16851          0  
16852          0  
16853          0  
16854          0  
16855          0  
16856          0  
16857          0  
16858          0  
16859          0  
16860          0  
16861          0  
16862          0  
16863          0  
16864          0  
16865          0  
16866          0  
16867          0  
16868          0  
16869          0  
16870          0  
16871          0  
16872          0  
16873          0  
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[1440 rows x 56 columns]
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final_inputs_run [[ 0.04725493]
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Progress: 1.0% ... Training loss: 0.608 ... Validation loss: 1.023[ 0.26097288]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
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final_inputs_run [[-1.12989969]
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 ..., 
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final_outputs_run [[-1.12989969]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15454         0         1             1    ...          0      0      0   
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15456         0         1             1    ...          0      0      0   
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15458         0         1             1    ...          0      0      0   
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15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
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15450          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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[1440 rows x 56 columns]
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   -2.73803570e-03   1.07125377e-01]
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    1.14478436e-02   2.13935146e-01  -4.85209541e-02  -2.22931632e-01
   -8.71003955e-02   1.64066310e-01]
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   -1.80545133e-01   1.46803002e-01   1.50606694e-01  -2.78706769e-02
    2.42703450e-01   7.26865466e-02]
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   -9.33580994e-02  -2.92160775e-02  -1.73000871e-02   1.06198782e-01
   -9.48792506e-02   2.09543032e-01]
 [  1.63377664e-01   1.83847430e-01  -6.66772500e-02   2.29226117e-01
   -1.52123158e-01  -4.30922145e-02  -5.40870456e-02   1.49175350e-01
    1.06823940e-01   3.09289032e-01]
 [ -2.07853871e-01   4.54216576e-02  -1.70980296e-01   1.02275509e-01
   -1.69523302e-01  -1.20113565e-01  -1.47809254e-01   4.61448192e-02
    1.17937365e-01  -2.34774914e-01]
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   -1.14621052e-01  -7.08929101e-02   9.02416570e-02  -1.34358077e-02
   -1.82961372e-01   9.82678862e-02]
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   -2.58323622e-01  -8.17569005e-02   1.81906588e-01  -9.16336332e-02
   -1.13052110e-01   7.91773435e-02]
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   -1.54336934e-01  -2.47705089e-01]
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   -6.50680339e-03  -3.74895758e-02]
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    1.46348812e-01  -5.99293312e-02   1.72812977e-01   2.13285885e-02
   -1.35584898e-02  -1.69184791e-01]
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   -2.30455979e-01  -1.69092476e-02  -1.63377304e-02   7.55456636e-02
   -1.53875530e-01  -3.76770164e-02]
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   -1.12902070e-01   6.15343832e-02  -9.94570206e-02   5.98485324e-02
    2.24102133e-02   3.99250667e-02]
 [ -1.44173196e-01   1.65908453e-01   1.22063996e-01   4.16721161e-02
    1.54447955e-01  -1.54457950e-01  -1.52492169e-01  -1.37454775e-01
    6.50970613e-04   1.39883487e-01]
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   -6.55355568e-02  -2.55569041e-01  -8.03628193e-02  -8.94756381e-02
   -1.12856047e-01   1.49793547e-01]
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   -2.68826159e-02  -1.77815818e-02  -1.02491541e-01   4.68118280e-02
    1.27483808e-01  -1.70050248e-01]
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   -1.90711636e-01   2.24938019e-01   2.55269346e-02   6.74104504e-02
    1.43418623e-01  -3.18919295e-01]
 [  2.48703157e-01  -1.29612406e-01  -2.74912438e-02  -2.54085516e-01
    3.38027841e-01  -7.94220348e-02  -7.31856592e-02   1.62360935e-01
    1.34568961e-01  -2.43925451e-01]
 [ -1.91038758e-01  -9.59075724e-02  -1.01192737e-02   4.99469299e-03
    2.84474126e-01  -1.59158400e-01  -1.31947335e-01   1.27553639e-01
    3.42873108e-01  -2.15172778e-01]
 [  2.39719038e-01   5.87967242e-03  -1.19459585e-01   1.70691101e-01
    1.87651178e-01  -1.48489282e-01  -9.81348770e-02  -9.79798295e-02
    2.69223339e-02  -7.47044002e-02]
 [ -2.80663566e-01  -1.71209695e-01   2.65708333e-01  -3.08601552e-04
   -1.00994405e-01   8.75083459e-02   1.26280396e-01   1.71710360e-01
   -1.33300621e-02  -8.27049103e-02]
 [  1.14052233e-01   1.69896102e-03   2.49098661e-01  -2.29474032e-01
    9.82020301e-03   8.74674171e-02   1.01806587e-01   1.72888678e-01
    9.16012738e-02  -1.01125386e-01]
 [  1.31682976e-01   8.42654348e-02  -9.28624397e-02  -1.10728177e-01
   -1.80389324e-01   1.97957982e-01   6.54343594e-02  -1.89724659e-01
   -1.10109770e-01   6.18395191e-03]
 [ -1.82729881e-01   1.10063080e-01  -1.82086670e-01  -8.00368035e-02
   -2.71695725e-01   6.13514091e-02   1.63682991e-01   1.10897579e-01
    2.73327073e-02   2.95148795e-02]
 [  2.37879678e-02   7.75906117e-02   1.99606500e-03   5.50522747e-02
   -5.33729448e-02   1.57821883e-01  -2.95747311e-01  -5.02042869e-02
   -3.64727818e-02  -1.64082329e-01]
 [  1.67442812e-02   3.01124796e-03   2.03686012e-01  -1.51062397e-01
   -5.68709829e-02  -1.95831082e-01   1.37137463e-01  -1.98044038e-01
    1.73958285e-02   1.51555937e-01]
 [  1.54462717e-02   2.33916042e-01   3.97391816e-01   1.96908264e-01
    1.12256440e-01   2.72275676e-02   1.02481300e-01  -7.18242092e-02
    1.48200556e-01  -4.21955346e-02]
 [  3.83801194e-02   3.58227104e-02   2.29403725e-02   9.12594931e-02
   -9.81139613e-02  -1.07211540e-01   1.00934230e-01  -1.58865103e-01
    5.33203868e-02   1.20635245e-01]
 [ -5.80917012e-02   2.02812676e-01   2.78259692e-01  -1.15628940e-01
   -3.68069377e-02  -3.34076208e-02  -2.14177736e-02   9.82580473e-02
   -2.43911456e-01   8.69381767e-03]
 [ -9.64043913e-02  -3.77762912e-03   2.04431644e-01  -3.92662337e-02
   -8.41213504e-02  -1.24631822e-01  -1.64939061e-01  -1.38044590e-01
   -2.17400067e-01   1.12666798e-02]
 [  9.65844935e-02  -2.86515655e-01   7.96236807e-02   7.94002643e-02
    4.72442312e-02   1.51348509e-01   1.87631610e-01   2.55970830e-02
   -1.08635113e-01   1.80000060e-01]]
final_inputs_run [[ 0.05014805]
 [ 0.24111784]
 [ 0.44571101]
 ..., 
 [ 0.13744013]
 [-0.1220769 ]
 [-0.15790358]]
final_outputs_run [[ 0.05014805]
 [ 0.24111784]
 [ 0.44571101]
 ..., 
 [ 0.13744013]
 [-0.1220769 ]
 [-0.15790358]]
Progress: 1.0% ... Training loss: 0.607 ... Validation loss: 1.018[ 1.25633685]
[-0.02490518]
[ 0.37521553]
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[ 0.28589574]
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[ 1.07352144]
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[ 0.15454666]
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[ 0.687]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
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   -1.35546336e-02  -1.69213664e-01]
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   -1.53847504e-01  -3.78541159e-02]
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   -1.12605641e-01   6.14313991e-02  -9.95742716e-02   5.99663196e-02
    2.24416645e-02   3.96984374e-02]
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    1.54826545e-01  -1.54532613e-01  -1.52572258e-01  -1.37379829e-01
    6.72636112e-04   1.39725850e-01]
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   -6.48334745e-02  -2.55701479e-01  -8.04782294e-02  -8.93508954e-02
   -1.12818822e-01   1.49514241e-01]
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   -2.68979837e-02  -1.77303130e-02  -1.02436136e-01   4.67636306e-02
    1.27466779e-01  -1.69925405e-01]
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   -1.90119186e-01   2.24807457e-01   2.53725573e-02   6.75560483e-02
    1.43460143e-01  -3.19162181e-01]
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    3.40551170e-01  -8.00248005e-02  -7.38703529e-02   1.62975077e-01
    1.34749462e-01  -2.45208918e-01]
 [ -1.91878592e-01  -9.66735863e-02  -9.33988261e-03   4.24396724e-03
    2.86450557e-01  -1.59604429e-01  -1.32490624e-01   1.28057644e-01
    3.43016035e-01  -2.16148156e-01]
 [  2.39160990e-01   5.44729945e-03  -1.19000254e-01   1.70236754e-01
    1.88954608e-01  -1.48756825e-01  -9.84545565e-02  -9.76779238e-02
    2.70070039e-02  -7.53111224e-02]
 [ -2.81115921e-01  -1.71627881e-01   2.66086360e-01  -7.38137393e-04
   -9.98379109e-02   8.72292236e-02   1.25981998e-01   1.71992829e-01
   -1.32496043e-02  -8.32519304e-02]
 [  1.14415910e-01   1.98662540e-03   2.48844408e-01  -2.29216217e-01
    8.91763560e-03   8.76487955e-02   1.02005944e-01   1.72698809e-01
    9.15467425e-02  -1.00747437e-01]
 [  1.31992276e-01   8.45025740e-02  -9.31081223e-02  -1.10475540e-01
   -1.81183733e-01   1.98115392e-01   6.56067870e-02  -1.89882686e-01
   -1.10155005e-01   6.52010986e-03]
 [ -1.82398445e-01   1.10335199e-01  -1.82368290e-01  -7.97536420e-02
   -2.72612358e-01   6.15282850e-02   1.63871055e-01   1.10717446e-01
    2.72820116e-02   2.98967781e-02]
 [  2.36758869e-02   7.75706731e-02   2.10565823e-03   5.49508840e-02
   -5.28641866e-02   1.57796279e-01  -2.95746756e-01  -5.01795265e-02
   -3.64680272e-02  -1.64169097e-01]
 [  1.65664908e-02   2.87512453e-03   2.03881116e-01  -1.51172200e-01
   -5.72154376e-02  -1.95894995e-01   1.37016043e-01  -1.97939645e-01
    1.74249209e-02   1.51387401e-01]
 [  1.54300920e-02   2.33882980e-01   3.97383476e-01   1.96899010e-01
    1.11915430e-01   2.71793020e-02   1.02455879e-01  -7.18264652e-02
    1.48205138e-01  -4.22384388e-02]
 [  3.72651731e-02   3.48936146e-02   2.38346098e-02   9.02924909e-02
   -9.50413151e-02  -1.07767167e-01   1.00284555e-01  -1.58244904e-01
    5.34925786e-02   1.19385202e-01]
 [ -5.77164504e-02   2.03128910e-01   2.77955132e-01  -1.15299453e-01
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   -2.43975206e-01   9.12931693e-03]
 [ -9.75756710e-02  -4.87523113e-03   2.05536851e-01  -4.03513412e-02
   -8.12830781e-02  -1.25322296e-01  -1.65768035e-01  -1.37283796e-01
   -2.17177900e-01   9.88711853e-03]
 [  9.64490623e-02  -2.86642784e-01   7.97380623e-02   7.92901929e-02
    4.75166885e-02   1.51268276e-01   1.87520714e-01   2.56825472e-02
   -1.08610157e-01   1.79862602e-01]]
final_inputs_run [[ 0.11409523]
 [ 0.30255945]
 [ 0.5044419 ]
 ..., 
 [ 0.19912076]
 [-0.05892082]
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final_outputs_run [[ 0.11409523]
 [ 0.30255945]
 [ 0.5044419 ]
 ..., 
 [ 0.19912076]
 [-0.05892082]
 [-0.0961605 ]]
Progress: 1.0% ... Training loss: 0.608 ... Validation loss: 0.987[-0.13882881]
[-0.45052102]
[-0.32146161]
[-1.11034677]
[-0.04729635]
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[ 0.57313384]
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[ 0.27772604]
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[ 0.17762492]
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[ 0.17711514]
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[ 2.85503036]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
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21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
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26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
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15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
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15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
12             1  
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...          ...  
15405          0  
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15427          0  
15428          0  
15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.18532851e-01  -1.64279126e-01   8.30736508e-02  -1.26733177e-01
    3.92738870e-01  -8.71470677e-02  -1.17306161e-01   7.67980845e-03
   -1.61609778e-02  -3.06004311e-01]
 [ -1.24588186e-01   7.54631526e-02  -1.90574735e-01   6.21240619e-02
    1.19201734e-01   7.52514772e-02  -2.51638497e-01  -1.72066728e-02
   -1.59682885e-01  -1.20417211e-01]
 [ -4.01563678e-01  -2.25620874e-01   1.20401561e-01  -2.89956863e-01
    6.20919982e-01  -2.05523553e-01  -8.85494525e-02   1.53415101e-01
   -5.27676877e-02  -2.21452931e-01]
 [  1.35348143e-01   3.31267400e-01  -3.50633414e-01   3.18781029e-01
   -3.95383005e-01   7.94555981e-02  -3.22106006e-02  -7.71852868e-02
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 [ -2.27505204e-01   4.01033126e-02   1.17732081e-01  -5.65629388e-02
    3.49904336e-03  -1.53736041e-02  -7.14604794e-02  -7.18094471e-04
   -1.42111321e-01  -2.98054400e-02]
 [  3.60847504e-01   8.28540170e-03   6.31460527e-02  -1.51512505e-01
   -3.54230301e-01   2.80101540e-01   3.85476592e-02   5.50343744e-02
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 [ -6.29881842e-02  -5.02046823e-02  -6.41494086e-03   1.67903493e-01
   -1.20577925e-02  -2.79032831e-01   1.22085270e-02  -4.64304452e-02
    1.16158544e-01   9.13327792e-02]
 [  2.02593155e-01   8.11736649e-02   9.76596583e-02   7.04586049e-02
    2.56759313e-02  -8.24426625e-02   9.86812299e-03   1.31064198e-01
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 [ -1.69094490e-01  -6.89322686e-03  -8.12642141e-02  -4.92603959e-02
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   -6.90034734e-02   8.20234630e-02]
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   -1.82634877e-01   1.46904592e-01]
 [  2.54206122e-01  -2.15295697e-01  -8.69367846e-02   7.78901424e-02
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 [ -9.08433138e-02   1.50995998e-01  -5.19072099e-02   2.66675332e-02
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    4.56630262e-02   1.36695009e-01]
 [  8.34150636e-02   1.42041276e-01  -1.92084459e-02  -5.67422390e-03
    6.69731916e-02  -3.95230741e-02  -2.51774404e-01   2.49963145e-01
   -1.41012232e-01  -2.75306566e-02]
 [ -2.37295667e-02   2.99010455e-01  -1.22940751e-01   4.40274798e-02
    5.57914627e-02  -4.68288142e-02  -7.82695805e-02  -2.67118189e-01
   -8.23644849e-02  -1.22546911e-01]
 [ -6.82907749e-02   1.44672529e-01  -9.45105527e-02  -2.95221929e-01
   -1.75136830e-01  -3.09632585e-01   4.39557333e-02  -8.24003852e-02
   -8.54972095e-02  -1.73291098e-01]
 [  7.93805528e-02   2.27043662e-02  -6.92160778e-02  -9.40755423e-02
   -1.13927647e-01  -2.83221596e-02   6.44741556e-02   4.03255006e-02
   -2.47190880e-03   1.05266146e-01]
 [ -1.91175711e-01  -1.61952603e-02   2.12935593e-02   9.69339531e-02
   -1.66554417e-01   8.62771850e-02   5.35758872e-02   2.10560898e-01
    1.34341263e-01  -1.65338602e-02]
 [ -1.31335212e-01   1.61606804e-01   2.27058468e-01   2.19842988e-03
    5.27498824e-02   4.69232432e-02   1.16810514e-01  -1.44659391e-01
    1.93828695e-01  -4.25622859e-02]
 [  2.03232949e-01  -6.56418641e-02  -1.82734899e-02  -2.15413887e-01
    1.19761914e-02   1.54923600e-01  -4.06570138e-02  -2.65094064e-02
    1.06210515e-01   7.59009054e-02]
 [  4.35666122e-02   3.86894189e-02  -2.67418978e-01  -2.18988947e-01
    3.21907201e-01  -9.70006674e-02   1.15049193e-01   5.28211116e-02
   -6.90483759e-03  -6.66632034e-02]
 [ -1.51516477e-01   1.02088706e-01  -2.32948157e-01   6.70008329e-02
    1.96958842e-01  -6.15286982e-02   6.33408689e-02  -9.90242424e-02
    2.11006628e-01   1.95214058e-01]
 [  1.16711416e-01   1.97479696e-01   2.53234136e-02  -5.02035882e-02
    1.10346795e-02   2.14003520e-01  -4.84361824e-02  -2.23015344e-01
   -8.71233979e-02   1.64211747e-01]
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    1.15434912e-01   6.93998209e-02]
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   -1.83255634e-01   1.47336712e-01   1.51187464e-01  -2.84562897e-02
    2.42526485e-01   7.38404308e-02]
 [ -2.47715948e-02  -7.23093393e-02  -1.61287764e-01   1.63664526e-01
   -9.56341356e-02  -2.87331134e-02  -1.67769824e-02   1.05677146e-01
   -9.50363136e-02   2.10574306e-01]
 [  1.64033151e-01   1.84335668e-01  -6.71992681e-02   2.29733037e-01
   -1.53763010e-01  -4.27775212e-02  -5.37374195e-02   1.48832512e-01
    1.06719310e-01   3.09970596e-01]
 [ -2.06497496e-01   4.65173206e-02  -1.72107706e-01   1.03429351e-01
   -1.73026976e-01  -1.19458822e-01  -1.47073363e-01   4.54037057e-02
    1.17721863e-01  -2.33308123e-01]
 [  8.39129049e-02  -4.48439627e-02  -8.05322645e-02  -9.68104155e-02
   -1.17345374e-01  -7.03711540e-02   9.07963891e-02  -1.39970332e-02
   -1.83123055e-01   9.93715849e-02]
 [  1.13923691e-01  -1.65722611e-01  -2.89650983e-02  -1.12795546e-01
   -2.60306466e-01  -8.13982516e-02   1.82303599e-01  -9.20334826e-02
   -1.13168505e-01   7.99614873e-02]
 [ -3.49636318e-02   9.13364146e-02  -9.57266279e-02   3.47616614e-02
    2.41774617e-02   7.00470986e-02   4.12424512e-02   1.54151723e-01
    2.66783272e-01  -2.60652812e-02]
 [ -1.31969527e-01  -1.86301801e-01  -3.51339842e-02  -1.94181720e-01
    2.91345659e-01  -2.89973210e-03   1.59049132e-01   7.59256417e-04
   -6.18680312e-02  -7.16199994e-02]
 [ -2.65705507e-01  -2.67495755e-01  -8.90989809e-02   3.48217256e-03
    9.16148729e-02  -5.82867773e-02  -1.59434705e-01   8.91927406e-02
   -1.53982385e-01  -2.50177729e-01]
 [  1.99116005e-01   2.37757352e-01   2.07527295e-03  -2.83320866e-02
   -1.36294749e-02   6.35145821e-02  -5.92678304e-02  -9.60387351e-02
   -6.37762152e-03  -3.83812978e-02]
 [  4.31202688e-02   1.78822507e-02  -2.17541101e-01   1.03466890e-01
    1.46121515e-01  -5.98959067e-02   1.72853662e-01   2.12827866e-02
   -1.35733689e-02  -1.69096159e-01]
 [  2.42016861e-02   1.70417453e-01   1.50298533e-01  -3.88478227e-02
   -2.30543049e-01  -1.68430029e-02  -1.62452521e-02   7.54593168e-02
   -1.53911020e-01  -3.74891611e-02]
 [  1.27951675e-01   2.07567078e-02  -1.13759062e-02  -9.53445429e-02
   -1.12123954e-01   6.13480501e-02  -9.96613300e-02   6.00606427e-02
    2.24718003e-02   3.94975266e-02]
 [ -1.44157102e-01   1.65884072e-01   1.22181627e-01   4.15841562e-02
    1.54541311e-01  -1.54461452e-01  -1.52504894e-01  -1.37446092e-01
    6.54479379e-04   1.39834826e-01]
 [  1.74591141e-01   2.33270999e-01   8.76805097e-02   1.25440935e-01
   -6.54196669e-02  -2.55533475e-01  -8.02561985e-02  -8.95765711e-02
   -1.12888916e-01   1.49929516e-01]
 [  2.64624875e-02  -1.60899827e-01   9.01659997e-02   1.91538525e-01
   -2.80313281e-02  -1.74717020e-02  -1.02105995e-01   4.64393148e-02
    1.27362560e-01  -1.69348667e-01]
 [  7.21877525e-02   4.55402858e-02   9.55284363e-02  -5.74632827e-02
   -1.89359615e-01   2.24647805e-01   2.51943290e-02   6.77339830e-02
    1.43517747e-01  -3.19499672e-01]
 [  2.46399156e-01  -1.31409103e-01  -2.56752436e-02  -2.55724565e-01
    3.42262956e-01  -8.05540790e-02  -7.44808159e-02   1.63542339e-01
    1.34944450e-01  -2.46225844e-01]
 [ -1.92124630e-01  -9.68488515e-02  -9.12263484e-03   4.04262627e-03
    2.87115832e-01  -1.59732543e-01  -1.32630685e-01   1.28201197e-01
    3.43060947e-01  -2.16430538e-01]
 [  2.39097524e-01   5.39509528e-03  -1.18956224e-01   1.70184384e-01
    1.89041057e-01  -1.48785992e-01  -9.84922731e-02  -9.76444381e-02
    2.70203118e-02  -7.53843521e-02]
 [ -2.81180408e-01  -1.71719126e-01   2.66167330e-01  -8.41629054e-04
   -9.95666489e-02   8.71648186e-02   1.25906589e-01   1.72066230e-01
   -1.32250330e-02  -8.33808579e-02]
 [  1.14865183e-01   2.35198300e-03   2.48475125e-01  -2.28857971e-01
    7.71847546e-03   8.78722153e-02   1.02248754e-01   1.72445336e-01
    9.14671423e-02  -1.00262447e-01]
 [  1.32283314e-01   8.47445980e-02  -9.33555905e-02  -1.10247033e-01
   -1.82023992e-01   1.98255869e-01   6.57720526e-02  -1.90045850e-01
   -1.10206300e-01   6.84719825e-03]
 [ -1.81776865e-01   1.10877429e-01  -1.82934053e-01  -7.92137919e-02
   -2.74337584e-01   6.18639155e-02   1.64233235e-01   1.10337895e-01
    2.71639654e-02   3.06292587e-02]
 [  2.39758791e-02   7.77411149e-02   1.93793168e-03   5.51427335e-02
   -5.37801071e-02   1.57910530e-01  -2.95638522e-01  -5.03076084e-02
   -3.65051587e-02  -1.63902036e-01]
 [  1.73944668e-02   3.56173966e-03   2.03199554e-01  -1.50500379e-01
   -5.92742073e-02  -1.95487784e-01   1.37510027e-01  -1.98450768e-01
    1.72657606e-02   1.52350435e-01]
 [  1.57411398e-02   2.34164753e-01   3.97103816e-01   1.97212331e-01
    1.10897765e-01   2.73338288e-02   1.02626450e-01  -7.20141688e-02
    1.48146259e-01  -4.18702804e-02]
 [  3.78108254e-02   3.53480916e-02   2.33544801e-02   9.07869479e-02
   -9.64808992e-02  -1.07466397e-01   1.00654128e-01  -1.58598258e-01
    5.33782245e-02   1.20019588e-01]
 [ -5.77350639e-02   2.03163814e-01   2.78052214e-01  -1.15218023e-01
   -3.85285409e-02  -3.31835414e-02  -2.11886555e-02   9.79934073e-02
   -2.43963295e-01   9.26181592e-03]
 [ -9.68843620e-02  -4.29654126e-03   2.04924490e-01  -3.97756207e-02
   -8.30473241e-02  -1.24965610e-01  -1.65369155e-01  -1.37686277e-01
   -2.17305832e-01   1.06529870e-02]
 [  9.66456547e-02  -2.86454226e-01   7.95999239e-02   7.94473933e-02
    4.71056030e-02   1.51384600e-01   1.87633649e-01   2.55683800e-02
   -1.08647107e-01   1.80065411e-01]]
final_inputs_run [[-1.14148566]
 [-1.14911214]
 [-1.19738487]
 ..., 
 [-0.36527364]
 [-0.26214589]
 [-0.10869945]]
final_outputs_run [[-1.14148566]
 [-1.14911214]
 [-1.19738487]
 ..., 
 [-0.36527364]
 [-0.26214589]
 [-0.10869945]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
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    4.71056030e-02   1.51384600e-01   1.87633649e-01   2.55683800e-02
   -1.08647107e-01   1.80065411e-01]]
final_inputs_run [[ 0.04933361]
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 ..., 
 [ 0.13216881]
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final_outputs_run [[ 0.04933361]
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 ..., 
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Progress: 1.0% ... Training loss: 0.605 ... Validation loss: 1.021[ 0.4180023]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
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15427   1        0 -0.192085  1.310171  -0.821460         0         0   
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15429   1        0 -0.192085  1.310171  -1.553844         0         0   
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15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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 [ -1.30853180e-01   1.61983497e-01   2.26755073e-01   2.54040868e-03
    5.16330522e-02   4.71952725e-02   1.17117669e-01  -1.44930165e-01
    1.93750324e-01  -4.20218255e-02]
 [  2.02801818e-01  -6.59367808e-02  -1.79575680e-02  -2.15685256e-01
    1.25688800e-02   1.54705883e-01  -4.09067036e-02  -2.62841057e-02
    1.06275524e-01   7.54903461e-02]
 [  4.29190010e-02   3.81142849e-02  -2.66821344e-01  -2.19555051e-01
    3.22963949e-01  -9.73770894e-02   1.14619789e-01   5.32059487e-02
   -6.79502561e-03  -6.74900866e-02]
 [ -1.51309895e-01   1.02257372e-01  -2.33091876e-01   6.71745127e-02
    1.96391313e-01  -6.14163330e-02   6.34642385e-02  -9.91391984e-02
    2.10975161e-01   1.95448525e-01]
 [  1.15989951e-01   1.96945877e-01   2.58880238e-02  -5.07733718e-02
    1.28269988e-02   2.13627210e-01  -4.88566438e-02  -2.22628755e-01
   -8.70144610e-02   1.63454519e-01]
 [ -1.29619540e-02  -3.11127382e-02  -6.73515403e-03  -1.47816552e-01
    2.00064733e-01   2.63310175e-02   3.16353414e-02  -1.28650550e-01
    1.15443476e-01   6.93379223e-02]
 [  9.92852128e-02  -5.77920329e-03  -1.82735217e-01  -2.27593342e-01
   -1.83701499e-01   1.47430642e-01   1.51284428e-01  -2.85497922e-02
    2.42501326e-01   7.40297704e-02]
 [ -2.42945942e-02  -7.19036490e-02  -1.61699579e-01   1.64096565e-01
   -9.69946188e-02  -2.84751589e-02  -1.64866774e-02   1.05409299e-01
   -9.51122645e-02   2.11138151e-01]
 [  1.65332072e-01   1.85414649e-01  -6.82137778e-02   2.30808544e-01
   -1.57158851e-01  -4.21139042e-02  -5.29801458e-02   1.48140894e-01
    1.06526613e-01   3.11432664e-01]
 [ -2.05823839e-01   4.70907009e-02  -1.72676510e-01   1.04035472e-01
   -1.74908562e-01  -1.19098115e-01  -1.46663265e-01   4.50336915e-02
    1.17617590e-01  -2.32529107e-01]
 [  8.44652349e-02  -4.44200842e-02  -8.09673915e-02  -9.63666581e-02
   -1.18732976e-01  -7.01015989e-02   9.10876376e-02  -1.42834524e-02
   -1.83201824e-01   9.99661639e-02]
 [  1.14178238e-01  -1.65509664e-01  -2.91687675e-02  -1.12577892e-01
   -2.60966635e-01  -8.12649243e-02   1.82443926e-01  -9.21648717e-02
   -1.13206237e-01   8.02522123e-02]
 [ -3.45635586e-02   9.16648172e-02  -9.60551479e-02   3.51018835e-02
    2.31011612e-02   7.02586089e-02   4.14735126e-02   1.53943709e-01
    2.66729375e-01  -2.56172160e-02]
 [ -1.32215806e-01  -1.86545843e-01  -3.48843562e-02  -1.94413855e-01
    2.91839430e-01  -3.04047910e-03   1.58876257e-01   9.13148761e-04
   -6.18240342e-02  -7.19508097e-02]
 [ -2.67785092e-01  -2.69271167e-01  -8.73424651e-02   1.66671114e-03
    9.68678988e-02  -5.93857965e-02  -1.60676226e-01   9.03520942e-02
   -1.53663073e-01  -2.52600817e-01]
 [  1.98883855e-01   2.37572747e-01   2.26461937e-03  -2.85413211e-02
   -1.30163974e-02   6.33808237e-02  -5.94152150e-02  -9.59030039e-02
   -6.33962292e-03  -3.86351330e-02]
 [  4.31725997e-02   1.79624742e-02  -2.17613639e-01   1.03543480e-01
    1.45968780e-01  -5.98554928e-02   1.72911265e-01   2.12333158e-02
   -1.35872851e-02  -1.69016281e-01]
 [  2.42384058e-02   1.70446959e-01   1.50269419e-01  -3.88180505e-02
   -2.30640762e-01  -1.68243165e-02  -1.62261097e-02   7.54403542e-02
   -1.53916246e-01  -3.74500097e-02]
 [  1.27816521e-01   2.06740118e-02  -1.12781169e-02  -9.54194780e-02
   -1.11920694e-01   6.12808898e-02  -9.97290012e-02   6.01206093e-02
    2.24897557e-02   3.93886025e-02]
 [ -1.44302591e-01   1.65801531e-01   1.22372111e-01   4.14585950e-02
    1.54788123e-01  -1.54555101e-01  -1.52589736e-01  -1.37368697e-01
    6.76471691e-04   1.39645764e-01]
 [  1.74349283e-01   2.33106830e-01   8.78756789e-02   1.25256097e-01
   -6.47552725e-02  -2.55629875e-01  -8.03887177e-02  -8.94507881e-02
   -1.12854341e-01   1.49663213e-01]
 [  2.68549910e-02  -1.60544427e-01   8.98545667e-02   1.91917559e-01
   -2.87269867e-02  -1.72334172e-02  -1.01799868e-01   4.61940188e-02
    1.27286270e-01  -1.68886425e-01]
 [  7.18607460e-02   4.53000164e-02   9.57697579e-02  -5.76925814e-02
   -1.88676177e-01   2.24481799e-01   2.50155720e-02   6.78994683e-02
    1.43564652e-01  -3.19822581e-01]
 [  2.45995651e-01  -1.31739449e-01  -2.53715417e-02  -2.55974825e-01
    3.43252429e-01  -8.07127753e-02  -7.47057100e-02   1.63752042e-01
    1.35003395e-01  -2.46579887e-01]
 [ -1.92615372e-01  -9.72565830e-02  -8.72500597e-03   3.62581134e-03
    2.88176211e-01  -1.59993919e-01  -1.32931164e-01   1.28475832e-01
    3.43136525e-01  -2.16970290e-01]
 [  2.38309413e-01   4.76156412e-03  -1.18348987e-01   1.69530936e-01
    1.90570160e-01  -1.49188946e-01  -9.89657175e-02  -9.72143081e-02
    2.71418520e-02  -7.62222128e-02]
 [ -2.81082290e-01  -1.71635193e-01   2.66094459e-01  -7.55237699e-04
   -9.97756182e-02   8.72191286e-02   1.25967251e-01   1.72009706e-01
   -1.32407993e-02  -8.32721130e-02]
 [  1.15406655e-01   2.77911787e-03   2.48130570e-01  -2.28485505e-01
    6.35529030e-03   8.81629014e-02   1.02563738e-01   1.72168444e-01
    9.13862564e-02  -9.96834214e-02]
 [  1.32530028e-01   8.49387412e-02  -9.35421635e-02  -1.10055524e-01
   -1.82672912e-01   1.98381595e-01   6.59119634e-02  -1.90176105e-01
   -1.10241199e-01   7.11616158e-03]
 [ -1.81689335e-01   1.10947956e-01  -1.83004250e-01  -7.91349295e-02
   -2.74574168e-01   6.19180077e-02   1.64286856e-01   1.10288103e-01
    2.71494077e-02   3.07389926e-02]
 [  2.47448484e-02   7.83771578e-02   1.34485827e-03   5.57986070e-02
   -5.59577056e-02   1.58302713e-01  -2.95206305e-01  -5.07032483e-02
   -3.66090388e-02  -1.63031296e-01]
 [  1.73700964e-02   3.49555260e-03   2.03310355e-01  -1.50562885e-01
   -5.94192741e-02  -1.95522932e-01   1.37449419e-01  -1.98407745e-01
    1.72815481e-02   1.52308662e-01]
 [  1.54144138e-02   2.33916641e-01   3.97366529e-01   1.96956164e-01
    1.11426920e-01   2.71702252e-02   1.02430543e-01  -7.18352860e-02
    1.48198048e-01  -4.22114537e-02]
 [  3.76548253e-02   3.52357534e-02   2.34827154e-02   9.06659621e-02
   -9.63709202e-02  -1.07548345e-01   1.00542200e-01  -1.58494753e-01
    5.34028909e-02   1.19859193e-01]
 [ -5.85146231e-02   2.02645569e-01   2.78681038e-01  -1.15709890e-01
   -3.67423699e-02  -3.34836485e-02  -2.15172826e-02   9.83357929e-02
   -2.43878865e-01   8.57012040e-03]
 [ -9.60714574e-02  -3.58476951e-03   2.04296527e-01  -3.91001233e-02
   -8.51174861e-02  -1.24507729e-01  -1.64846912e-01  -1.38144883e-01
   -2.17438762e-01   1.15641123e-02]
 [  9.65492741e-02  -2.86605142e-01   7.97284109e-02   7.93362020e-02
    4.71982474e-02   1.51308377e-01   1.87521197e-01   2.56709098e-02
   -1.08618193e-01   1.79867371e-01]]
final_inputs_run [[-1.14829053]
 [-1.15600721]
 [-1.20542365]
 ..., 
 [-0.36449513]
 [-0.26209146]
 [-0.11375263]]
final_outputs_run [[-1.14829053]
 [-1.15600721]
 [-1.20542365]
 ..., 
 [-0.36449513]
 [-0.26209146]
 [-0.11375263]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
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Progress: 1.0% ... Training loss: 0.604 ... Validation loss: 1.024[-0.2039134]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
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final_inputs_run [[-1.08708565]
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 ..., 
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final_outputs_run [[-1.08708565]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15454         0         1             1    ...          0      0      0   
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15456         0         1             1    ...          0      0      0   
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15458         0         1             1    ...          0      0      0   
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15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
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16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
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15441          0          0          0          1          0          0   
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15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
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16854          0          1          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
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[1440 rows x 56 columns]
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 [  2.54206122e-01  -2.15295697e-01  -8.69367846e-02   7.78901424e-02
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 [  8.32770560e-02   1.41920897e-01  -1.89920173e-02  -5.86959018e-03
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   -9.51915250e-02   2.11754222e-01]
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   -1.58469048e-01  -4.18701907e-02  -5.27222773e-02   1.47902624e-01
    1.06466994e-01   3.11934223e-01]
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   -1.77679974e-01  -1.18547250e-01  -1.46036051e-01   4.44748658e-02
    1.17467565e-01  -2.31330494e-01]
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   -1.21456926e-01  -6.95181166e-02   9.17351154e-02  -1.48740352e-02
   -1.83356660e-01   1.01221446e-01]
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   -2.61978730e-01  -8.10554507e-02   1.82660176e-01  -9.23762216e-02
   -1.13263075e-01   8.07061000e-02]
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    2.66729375e-01  -2.56172160e-02]
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   -6.17892800e-02  -7.22006257e-02]
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   -1.53571237e-01  -2.53327829e-01]
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   -1.25194014e-02   6.32571614e-02  -5.95526800e-02  -9.57840314e-02
   -6.30685178e-03  -3.88825474e-02]
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   -1.35369408e-02  -1.69366145e-01]
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   -1.53912860e-01  -3.74899616e-02]
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   -1.11814829e-01   6.12776634e-02  -9.97225901e-02   6.01211737e-02
    2.24884681e-02   3.93918574e-02]
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    1.56755796e-01  -1.55009235e-01  -1.53087402e-01  -1.36897370e-01
    8.06132115e-04   1.38614752e-01]
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   -6.49319629e-02  -2.55593989e-01  -8.03521280e-02  -8.94865420e-02
   -1.12863593e-01   1.49738416e-01]
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   -2.85791867e-02  -1.72615834e-02  -1.01832382e-01   4.62227230e-02
    1.27293726e-01  -1.68943742e-01]
 [  7.04991968e-02   4.41180604e-02   9.69076756e-02  -5.88813689e-02
   -1.85252564e-01   2.23690019e-01   2.41464147e-02   6.86763863e-02
    1.43774978e-01  -3.21323529e-01]
 [  2.45260093e-01  -1.32323586e-01  -2.47851957e-02  -2.56523957e-01
    3.44836723e-01  -8.10755212e-02  -7.51208330e-02   1.64126108e-01
    1.35105675e-01  -2.47357572e-01]
 [ -1.93465696e-01  -9.80573996e-02  -7.97442552e-03   2.80141415e-03
    2.90417596e-01  -1.60473034e-01  -1.33550634e-01   1.28994799e-01
    3.43278515e-01  -2.18023103e-01]
 [  2.37052765e-01   3.75884280e-03  -1.17343679e-01   1.68489557e-01
    1.93385746e-01  -1.49813211e-01  -9.96976028e-02  -9.65442078e-02
    2.73189521e-02  -7.75726091e-02]
 [ -2.81331251e-01  -1.71858120e-01   2.66306428e-01  -9.83320415e-04
   -9.91295049e-02   8.70783080e-02   1.25807317e-01   1.72155227e-01
   -1.32015258e-02  -8.35799039e-02]
 [  1.15377628e-01   2.75096527e-03   2.48143647e-01  -2.28513206e-01
    6.39492870e-03   8.81443869e-02   1.02545819e-01   1.72185029e-01
    9.13893602e-02  -9.97136501e-02]
 [  1.32624973e-01   8.50157280e-02  -9.36172443e-02  -1.09979783e-01
   -1.82913426e-01   1.98431060e-01   6.59661344e-02  -1.90222952e-01
   -1.10253673e-01   7.21206723e-03]
 [ -1.81176600e-01   1.11423015e-01  -1.83445665e-01  -7.86671960e-02
   -2.75878655e-01   6.22146068e-02   1.64616097e-01   1.09988369e-01
    2.70687907e-02   3.13729888e-02]
 [  2.47150199e-02   7.83888151e-02   1.40098522e-03   5.57461765e-02
   -5.59029694e-02   1.58247842e-01  -2.95244518e-01  -5.06716566e-02
   -3.65941836e-02  -1.63043290e-01]
 [  1.75259233e-02   3.62682597e-03   2.03205710e-01  -1.50431974e-01
   -5.98455298e-02  -1.95455155e-01   1.37527755e-01  -1.98484082e-01
    1.72632540e-02   1.52448945e-01]
 [  1.52889310e-02   2.33784779e-01   3.97553180e-01   1.96807591e-01
    1.12070551e-01   2.70774886e-02   1.02339391e-01  -7.17331998e-02
    1.48222529e-01  -4.23800616e-02]
 [  3.66901866e-02   3.44852420e-02   2.42378292e-02   8.99460131e-02
   -9.44209179e-02  -1.07996302e-01   9.99978866e-02  -1.58006865e-01
    5.35313158e-02   1.18887640e-01]
 [ -5.84610866e-02   2.02605646e-01   2.78765163e-01  -1.15770367e-01
   -3.70130179e-02  -3.35127534e-02  -2.16189898e-02   9.84009500e-02
   -2.43858154e-01   8.52723961e-03]
 [ -9.60786648e-02  -3.58374965e-03   2.04290273e-01  -3.90906939e-02
   -8.50551835e-02  -1.24507892e-01  -1.64847313e-01  -1.38136001e-01
   -2.17436308e-01   1.15825485e-02]
 [  9.51503550e-02  -2.87727993e-01   8.08943012e-02   7.80964357e-02
    5.03303800e-02   1.50541572e-01   1.86628682e-01   2.64716184e-02
   -1.08396982e-01   1.78224652e-01]]
final_inputs_run [[ 0.10352974]
 [ 0.28533565]
 [ 0.48706359]
 ..., 
 [ 0.18392161]
 [-0.07651178]
 [-0.10632079]]
final_outputs_run [[ 0.10352974]
 [ 0.28533565]
 [ 0.48706359]
 ..., 
 [ 0.18392161]
 [-0.07651178]
 [-0.10632079]]
Progress: 1.0% ... Training loss: 0.603 ... Validation loss: 0.990[ 0.52949598]
[-0.03333859]
[ 0.69101529]
[ 0.94930129]
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[ 1.31264515]
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[ 1.80519162]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
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final_outputs_run [[-1.15615811]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
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15441         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
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16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
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16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
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15441          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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15436          0  
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   -1.22859619e-01  -6.92409173e-02   9.20404364e-02  -1.51733118e-02
   -1.83447474e-01   1.01818493e-01]
 [  1.15086340e-01  -1.64784011e-01  -2.98974306e-02  -1.11817828e-01
   -2.63316151e-01  -8.08036612e-02   1.82933818e-01  -9.26567554e-02
   -1.13345622e-01   8.12605505e-02]
 [ -3.44089650e-02   9.17864167e-02  -9.61726822e-02   3.52268146e-02
    2.26792982e-02   7.03350924e-02   4.15580258e-02   1.53862535e-01
    2.66705535e-01  -2.54529764e-02]
 [ -1.32403842e-01  -1.86668167e-01  -3.47592280e-02  -1.94564899e-01
    2.92369795e-01  -3.12064431e-03   1.58787460e-01   1.00499504e-03
   -6.18029584e-02  -7.21353850e-02]
 [ -2.68897685e-01  -2.70250356e-01  -8.63464922e-02   6.86110674e-04
    1.00098925e-01  -5.99858655e-02  -1.61358063e-01   9.09952295e-02
   -1.53479344e-01  -2.53966739e-01]
 [  1.98320768e-01   2.37163653e-01   2.73413557e-03  -2.90157808e-02
   -1.15996360e-02   6.30826095e-02  -5.97435878e-02  -9.55981199e-02
   -6.25163278e-03  -3.92624213e-02]
 [  4.27639733e-02   1.76393568e-02  -2.17238758e-01   1.03160571e-01
    1.46986677e-01  -6.00864116e-02   1.72657498e-01   2.14712142e-02
   -1.35193734e-02  -1.69468840e-01]
 [  2.42347894e-02   1.70519991e-01   1.50254865e-01  -3.87901504e-02
   -2.30721192e-01  -1.68059555e-02  -1.61832032e-02   7.53979695e-02
   -1.53927058e-01  -3.74150320e-02]
 [  1.27461633e-01   2.04376510e-02  -1.09679341e-02  -9.56891220e-02
   -1.10908098e-01   6.11216157e-02  -9.99129688e-02   6.03112426e-02
    2.25461382e-02   3.90248066e-02]
 [ -1.45085753e-01   1.65241490e-01   1.23044038e-01   4.07537981e-02
    1.56671878e-01  -1.54979438e-01  -1.53047848e-01  -1.36935779e-01
    7.94320851e-04   1.38690159e-01]
 [  1.74324035e-01   2.33083249e-01   8.78946087e-02   1.25229294e-01
   -6.47938322e-02  -2.55643914e-01  -8.04190927e-02  -8.94220801e-02
   -1.12843536e-01   1.49625137e-01]
 [  2.69657910e-02  -1.60448195e-01   8.97873996e-02   1.92023888e-01
   -2.87861958e-02  -1.71746744e-02  -1.01725854e-01   4.61154511e-02
    1.27260744e-01  -1.68758120e-01]
 [  7.00008642e-02   4.36757511e-02   9.73502054e-02  -5.93276274e-02
   -1.83791974e-01   2.23415404e-01   2.38511035e-02   6.89786101e-02
    1.43865169e-01  -3.21876272e-01]
 [  2.45260093e-01  -1.32323586e-01  -2.47851957e-02  -2.56523957e-01
    3.44836723e-01  -8.10755212e-02  -7.51208330e-02   1.64126108e-01
    1.35105675e-01  -2.47357572e-01]
 [ -1.93904665e-01  -9.84830436e-02  -7.53492197e-03   2.38518457e-03
    2.91615906e-01  -1.60712598e-01  -1.33848469e-01   1.29283775e-01
    3.43361916e-01  -2.18597452e-01]
 [  2.36893967e-01   3.63280920e-03  -1.17214228e-01   1.68385821e-01
    1.93480426e-01  -1.49889981e-01  -9.97959141e-02  -9.64564202e-02
    2.73484563e-02  -7.77245850e-02]
 [ -2.81524665e-01  -1.72019063e-01   2.66465249e-01  -1.15287191e-03
   -9.85974999e-02   8.69754030e-02   1.25698269e-01   1.72268240e-01
   -1.31685054e-02  -8.38008840e-02]
 [  1.15601100e-01   2.93672413e-03   2.47951759e-01  -2.28327356e-01
    5.86670417e-03   8.82606621e-02   1.02672504e-01   1.72060405e-01
    9.13506240e-02  -9.94700369e-02]
 [  1.32690251e-01   8.50632501e-02  -9.36679729e-02  -1.09936714e-01
   -1.83125064e-01   1.98461200e-01   6.60002174e-02  -1.90253921e-01
   -1.10262867e-01   7.28932792e-03]
 [ -1.80823141e-01   1.11716992e-01  -1.83749187e-01  -7.83712473e-02
   -2.76896603e-01   6.23989800e-02   1.64815456e-01   1.09787132e-01
    2.70090807e-02   3.17763734e-02]
 [  2.57202753e-02   7.92661055e-02   5.02019291e-04   5.66379201e-02
   -5.86814143e-02   1.58794165e-01  -2.94644591e-01  -5.12576300e-02
   -3.67698349e-02  -1.61909086e-01]
 [  1.81851813e-02   4.19455881e-03   2.02685923e-01  -1.49886423e-01
   -6.16228950e-02  -1.95111560e-01   1.37912426e-01  -1.98871689e-01
    1.71469673e-02   1.53190970e-01]
 [  1.62412444e-02   2.34544853e-01   3.96784987e-01   1.97582665e-01
    1.09445915e-01   2.75625499e-02   1.02870689e-01  -7.22564181e-02
    1.48065807e-01  -4.13397503e-02]
 [  3.67161817e-02   3.44911640e-02   2.42585567e-02   8.99344670e-02
   -9.43305489e-02  -1.07977009e-01   1.00040257e-01  -1.58039183e-01
    5.35193289e-02   1.18902694e-01]
 [ -5.86565735e-02   2.02398090e-01   2.78969845e-01  -1.15925110e-01
   -3.64980146e-02  -3.36037541e-02  -2.17643331e-02   9.85319957e-02
   -2.43817331e-01   8.28496235e-03]
 [ -9.53006607e-02  -2.97093884e-03   2.03676071e-01  -3.85151329e-02
   -8.68589061e-02  -1.24122535e-01  -1.64419172e-01  -1.38563916e-01
   -2.17559644e-01   1.24166920e-02]
 [  9.48241190e-02  -2.88022591e-01   8.12548135e-02   7.77759730e-02
    5.12601740e-02   1.50360829e-01   1.86404272e-01   2.67128232e-02
   -1.08324464e-01   1.77805573e-01]]
final_inputs_run [[ 0.03882704]
 [ 0.21591305]
 [ 0.41886482]
 ..., 
 [ 0.11401231]
 [-0.14666905]
 [-0.17501854]]
final_outputs_run [[ 0.03882704]
 [ 0.21591305]
 [ 0.41886482]
 ..., 
 [ 0.11401231]
 [-0.14666905]
 [-0.17501854]]
Progress: 1.1% ... Training loss: 0.603 ... Validation loss: 1.027[ 1.79301385]
[ 0.11688994]
[ 1.53670195]
[ 1.06037621]
[-0.3320356]
[-0.70445402]
[ 1.58960356]
[-1.21033305]
[-0.60003391]
[ 0.28575063]
[-0.44696922]
[-0.21419421]
[-0.42875878]
[-0.17512939]
[ 0.84878939]
[-0.30976954]
[-1.11197988]
[ 0.47543274]
[ 0.99725421]
[ 1.34263887]
[-0.24804985]
[-0.32813785]
[ 0.22667425]
[ 0.09671224]
[ 0.26998073]
[-0.40652877]
[ 0.08641593]
[-0.54002645]
[ 2.18647911]
[ 0.23136617]
[ 0.27978407]
[ 0.08939442]
[-0.09013283]
[-0.12474744]
[-0.5821137]
[-0.00816649]
[ 0.81884603]
[ 0.75635188]
[ 0.91716319]
[-0.46327378]
[ 1.79484008]
[ 0.35022205]
[ 1.72614819]
[-0.11498634]
[-0.66702761]
[-0.18637334]
[-1.01847947]
[-0.27396593]
[-0.01911584]
[-0.15135785]
[-0.90484913]
[-0.31241625]
[-0.28740914]
[ 1.07282084]
[ 0.72286287]
[-0.43058514]
[ 0.62624174]
[ 0.40403649]
[-0.06371834]
[ 2.11464213]
[-0.6698493]
[-0.28560954]
[ 0.02581198]
[ 1.11035989]
[-0.89261679]
[-0.42816945]
[-0.40703637]
[ 0.01712052]
[-1.30042165]
[-0.03420597]
[ 0.65399917]
[ 1.72884428]
[ 0.56657105]
[ 0.27109671]
[ 0.9120718]
[ 1.68179841]
[-0.77773387]
[-0.21688756]
[ 0.27187365]
[-0.35699428]
[ 1.09908016]
[-0.17588894]
[ 0.8937287]
[ 0.20792844]
[-0.27086918]
[-0.4427051]
[-0.0640124]
[-0.71310848]
[ 1.43965786]
[-0.52283462]
[ 0.73684367]
[-0.04438844]
[ 0.31174531]
[-0.24738999]
[-0.02538399]
[ 1.45976203]
[ 0.09297155]
[-0.77999326]
[ 0.63332063]
[-0.91788729]
[-0.34950978]
[-0.91524665]
[ 0.23160281]
[-0.3867084]
[-0.46946442]
[ 0.17338286]
[ 1.23479611]
[-1.2059168]
[-0.42290105]
[ 0.07713668]
[-0.96390243]
[-0.61450967]
[ 0.64495448]
[ 0.3084739]
[-0.93113416]
[ 0.23237758]
[ 0.59783177]
[-0.98806705]
[ 0.43177582]
[ 0.64207057]
[-0.79727571]
[ 0.23289786]
[-0.83077165]
[-0.2361203]
[-0.27140109]
[ 1.2719989]
[-0.31507778]
[ 0.57527532]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
15426          0          0          1          0          0          0   
15427          0          0          0          1          0          0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
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16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
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    9.13272473e-02  -9.93124107e-02]
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   -1.83339172e-01   1.98501109e-01   6.60470587e-02  -1.90295816e-01
   -1.10274177e-01   7.37608254e-03]
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   -2.77380313e-01   6.24940840e-02   1.64913040e-01   1.09696516e-01
    2.69855634e-02   3.19795669e-02]
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   -5.88069646e-02   1.58778435e-01  -2.94687171e-01  -5.12123285e-02
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    1.73172990e-02   1.51802748e-01]
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    1.09187504e-01   2.76331859e-02   1.02964829e-01  -7.23251803e-02
    1.48046768e-01  -4.12344890e-02]
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    5.42874373e-02   1.49491161e-01   1.85432488e-01   2.75338669e-02
   -1.08089377e-01   1.76109214e-01]]
final_inputs_run [[ 0.09456392]
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 [ 0.47230821]
 ..., 
 [ 0.17364482]
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final_outputs_run [[ 0.09456392]
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 ..., 
 [ 0.17364482]
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Progress: 1.1% ... Training loss: 0.600 ... Validation loss: 0.994[ 0.80588989]
[ 1.78046978]
[ 1.32283924]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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6             0         0             1    ...          0      0      0   
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10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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22            0         0             0    ...          0      1      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
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15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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6              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.21411982e-01  -1.66627326e-01   8.58694948e-02  -1.29318103e-01
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 [  2.54206122e-01  -2.15295697e-01  -8.69367846e-02   7.78901424e-02
    1.56658926e-01   4.18979766e-02  -5.65925811e-02  -6.10837860e-02
    2.54151640e-01   2.43839109e-02]
 [ -9.08185184e-02   1.51010643e-01  -5.18697879e-02   2.66508067e-02
    1.17753547e-01  -9.59319160e-02   2.23615874e-03  -2.94375145e-02
    4.56721516e-02   1.36713633e-01]
 [  8.39636148e-02   1.42419606e-01  -1.93392795e-02  -5.44200937e-03
    6.55021044e-02  -3.92828009e-02  -2.51438779e-01   2.49734636e-01
   -1.41105360e-01  -2.70994323e-02]
 [ -2.64294655e-02   2.97013853e-01  -1.20819193e-01   4.18632712e-02
    6.26309879e-02  -4.82324575e-02  -7.97368990e-02  -2.65781437e-01
   -8.19983281e-02  -1.25321179e-01]
 [ -7.01297346e-02   1.43123821e-01  -9.29920230e-02  -2.96706572e-01
   -1.70542596e-01  -3.10500065e-01   4.28056087e-02  -8.13337939e-02
   -8.51950674e-02  -1.75302241e-01]
 [  7.86630897e-02   2.20842550e-02  -6.85366657e-02  -9.47905822e-02
   -1.12283717e-01  -2.87095982e-02   6.39526300e-02   4.07996730e-02
   -2.33974636e-03   1.04284214e-01]
 [ -1.89291849e-01  -1.47299803e-02   1.99212919e-02   9.84204792e-02
   -1.71301357e-01   8.72053547e-02   5.46254484e-02   2.09597629e-01
    1.34049702e-01  -1.44786163e-02]
 [ -1.27640756e-01   1.64702409e-01   2.24133375e-01   5.24052514e-03
    4.34841692e-02   4.88852117e-02   1.18996649e-01  -1.46740050e-01
    1.93229644e-01  -3.83310987e-02]
 [  2.05081546e-01  -6.40562625e-02  -1.97766134e-02  -2.13856936e-01
    6.56765016e-03   1.55828332e-01  -3.96241431e-02  -2.74884898e-02
    1.05944406e-01   7.80508527e-02]
 [  4.40082224e-02   3.90494506e-02  -2.67612155e-01  -2.18504231e-01
    3.18738329e-01  -9.67815855e-02   1.15239839e-01   5.25802991e-02
   -6.96023820e-03  -6.61673144e-02]
 [ -1.51692694e-01   1.01817544e-01  -2.32611972e-01   6.67473694e-02
    1.97022549e-01  -6.16719347e-02   6.31609549e-02  -9.88803634e-02
    2.11044683e-01   1.94809462e-01]
 [  1.15391264e-01   1.96527869e-01   2.63683256e-02  -5.12502673e-02
    1.43874550e-02   2.13316276e-01  -4.92112258e-02  -2.22301619e-01
   -8.69269124e-02   1.62784080e-01]
 [ -1.30412846e-02  -3.11907719e-02  -6.72029689e-03  -1.47895928e-01
    2.00145626e-01   2.62687581e-02   3.15616054e-02  -1.28609215e-01
    1.15452354e-01   6.92235429e-02]
 [  1.00705948e-01  -4.64626351e-03  -1.83878509e-01  -2.26458611e-01
   -1.87380572e-01   1.48161184e-01   1.52075613e-01  -2.93185408e-02
    2.42289391e-01   7.55891273e-02]
 [ -2.09276074e-02  -6.92270435e-02  -1.64386869e-01   1.66873081e-01
   -1.05725559e-01  -2.67743063e-02  -1.46061597e-02   1.03635553e-01
   -9.56170152e-02   2.14796454e-01]
 [  1.68134591e-01   1.87664081e-01  -7.04470150e-02   2.33106443e-01
   -1.64201958e-01  -4.06762973e-02  -5.13640141e-02   1.46634808e-01
    1.06092015e-01   3.14517059e-01]
 [ -2.01530851e-01   5.06694970e-02  -1.76130707e-01   1.07673482e-01
   -1.86517466e-01  -1.16862191e-01  -1.44143926e-01   4.27067055e-02
    1.16976225e-01  -2.27751691e-01]
 [  8.63136353e-02  -4.28764616e-02  -8.24787105e-02  -9.47794035e-02
   -1.23434055e-01  -6.91302403e-02   9.21662812e-02  -1.52905844e-02
   -1.83480974e-01   1.02062779e-01]
 [  1.16005091e-01  -1.64054998e-01  -3.06398341e-02  -1.11057088e-01
   -2.65684090e-01  -8.03433383e-02   1.83441542e-01  -9.31485640e-02
   -1.13486874e-01   8.22795727e-02]
 [ -3.38435177e-02   9.22352073e-02  -9.66175532e-02   3.57027353e-02
    2.11611495e-02   7.06300651e-02   4.18747428e-02   1.53581807e-01
    2.66625903e-01  -2.48156237e-02]
 [ -1.33231279e-01  -1.87388160e-01  -3.41010546e-02  -1.95305187e-01
    2.94506530e-01  -3.57407971e-03   1.58283825e-01   1.45797861e-03
   -6.16811284e-02  -7.31259792e-02]
 [ -2.71452055e-01  -2.72424611e-01  -8.42310102e-02  -1.56498433e-03
    1.06833504e-01  -6.13326037e-02  -1.62870196e-01   9.24195196e-02
   -1.53085609e-01  -2.56897259e-01]
 [  1.97541556e-01   2.36554063e-01   3.42167182e-03  -2.97015593e-02
   -9.49460480e-03   6.26725864e-02  -6.02178880e-02  -9.51587499e-02
   -6.12483423e-03  -4.01476426e-02]
 [  4.30376686e-02   1.79032137e-02  -2.17483040e-01   1.03411714e-01
    1.46110241e-01  -5.99360539e-02   1.72840685e-01   2.12962810e-02
   -1.35700724e-02  -1.69133830e-01]
 [  2.42205017e-02   1.70472905e-01   1.50286006e-01  -3.88261552e-02
   -2.30611928e-01  -1.68314856e-02  -1.62008512e-02   7.54066860e-02
   -1.53921922e-01  -3.74404786e-02]
 [  1.26724411e-01   1.99276291e-02  -1.03857841e-02  -9.62152238e-02
   -1.09498361e-01   6.07551099e-02  -1.00292870e-01   6.06409719e-02
    2.26341922e-02   3.83067000e-02]
 [ -1.44795290e-01   1.65512694e-01   1.22830839e-01   4.10029354e-02
    1.56111175e-01  -1.54810131e-01  -1.52836741e-01  -1.37109670e-01
    7.43578099e-04   1.39048128e-01]
 [  1.74904557e-01   2.33584408e-01   8.75338393e-02   1.25655319e-01
   -6.56478815e-02  -2.55358008e-01  -8.00428529e-02  -8.97574881e-02
   -1.12949228e-01   1.50262259e-01]
 [  2.66345917e-02  -1.60645826e-01   9.00095500e-02   1.91839502e-01
   -2.80290060e-02  -1.73260432e-02  -1.01860319e-01   4.62475044e-02
    1.27300379e-01  -1.69033971e-01]
 [  6.92756662e-02   4.31230964e-02   9.79310335e-02  -5.98939554e-02
   -1.82092664e-01   2.23042331e-01   2.34447810e-02   6.93398394e-02
    1.43967169e-01  -3.22631065e-01]
 [  2.44231665e-01  -1.33133753e-01  -2.39505182e-02  -2.57287714e-01
    3.46832076e-01  -8.16225089e-02  -7.57551374e-02   1.64660536e-01
    1.35264343e-01  -2.48475278e-01]
 [ -1.94619511e-01  -9.91465725e-02  -6.88464674e-03   1.69616817e-03
    2.93380292e-01  -1.61152293e-01  -1.34354915e-01   1.29744153e-01
    3.43489301e-01  -2.19475034e-01]
 [  2.35270476e-01   2.31508983e-03  -1.15912098e-01   1.67039092e-01
    1.97327117e-01  -1.50705553e-01  -1.00753540e-01  -9.55758158e-02
    2.75927362e-02  -7.95198894e-02]
 [ -2.81770261e-01  -1.72301301e-01   2.66735190e-01  -1.43883981e-03
   -9.78583184e-02   8.67998222e-02   1.25511794e-01   1.72433646e-01
   -1.31253742e-02  -8.41605381e-02]
 [  1.15883930e-01   3.15866616e-03   2.47750962e-01  -2.28140781e-01
    5.20890355e-03   8.84045381e-02   1.02828815e-01   1.71928908e-01
    9.13098991e-02  -9.91955535e-02]
 [  1.33061909e-01   8.53418048e-02  -9.39298086e-02  -1.09692915e-01
   -1.84088372e-01   1.98649778e-01   6.62116578e-02  -1.90448881e-01
   -1.10318857e-01   7.67019835e-03]
 [ -1.80079351e-01   1.12378041e-01  -1.84407737e-01  -7.77092707e-02
   -2.79035233e-01   6.28026546e-02   1.65268699e-01   1.09357755e-01
    2.68868635e-02   3.26643910e-02]
 [  2.64133363e-02   7.98035700e-02   2.99817332e-05   5.71856237e-02
   -6.05219415e-02   1.59138245e-01  -2.94299871e-01  -5.15813970e-02
   -3.68655533e-02  -1.61145029e-01]
 [  1.63615069e-02   2.60503079e-03   2.04197167e-01  -1.51478952e-01
   -5.71231458e-02  -1.96036833e-01   1.36840129e-01  -1.97870012e-01
    1.74201431e-02   1.51077811e-01]
 [  1.69515401e-02   2.35122113e-01   3.96348332e-01   1.98090194e-01
    1.07629908e-01   2.78937009e-02   1.03264875e-01  -7.26219329e-02
    1.47968250e-01  -4.06673357e-02]
 [  3.77844472e-02   3.53538852e-02   2.34422008e-02   9.07514154e-02
   -9.68640509e-02  -1.07497726e-01   1.00619676e-01  -1.58609770e-01
    5.33599894e-02   1.20077152e-01]
 [ -5.66317169e-02   2.04225929e-01   2.77309060e-01  -1.14127405e-01
   -4.14534951e-02  -3.25230918e-02  -2.04688644e-02   9.73783864e-02
   -2.44156400e-01   1.06414738e-02]
 [ -9.59476086e-02  -3.57552723e-03   2.04303058e-01  -3.92200177e-02
   -8.52346143e-02  -1.24513413e-01  -1.64850661e-01  -1.38164394e-01
   -2.17451470e-01   1.16203821e-02]
 [  9.36059189e-02  -2.88915684e-01   8.22105617e-02   7.68995082e-02
    5.30583144e-02   1.49700137e-01   1.85651748e-01   2.73105535e-02
   -1.08149788e-01   1.76579699e-01]]
final_inputs_run [[-1.16603133]
 [-1.1751894 ]
 [-1.225311  ]
 ..., 
 [-0.37575288]
 [-0.27314959]
 [-0.13194572]]
final_outputs_run [[-1.16603133]
 [-1.1751894 ]
 [-1.225311  ]
 ..., 
 [-0.37575288]
 [-0.27314959]
 [-0.13194572]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
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Progress: 1.1% ... Training loss: 0.603 ... Validation loss: 1.036[ 0.73369598]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
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27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
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15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
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15427   1        0 -0.192085  1.310171  -0.821460         0         0   
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15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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       weekday_6  
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[15435 rows x 56 columns]
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 [  9.39178619e-02  -2.88679554e-01   8.19362611e-02   7.71887290e-02
    5.21106656e-02   1.49873387e-01   1.85820056e-01   2.71422656e-02
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final_inputs_run [[-1.18093592]
 [-1.19070703]
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 ..., 
 [-0.381636  ]
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final_outputs_run [[-1.18093592]
 [-1.19070703]
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 ..., 
 [-0.381636  ]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
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15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
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16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
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...          ...  
16845          0  
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16864          0  
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16866          0  
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16869          0  
16870          0  
16871          0  
16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
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    5.21106656e-02   1.49873387e-01   1.85820056e-01   2.71422656e-02
   -1.08188408e-01   1.76957033e-01]]
final_inputs_run [[ 0.02859131]
 [ 0.1927853 ]
 [ 0.39128708]
 ..., 
 [ 0.1026085 ]
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final_outputs_run [[ 0.02859131]
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 ..., 
 [ 0.1026085 ]
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Progress: 1.1% ... Training loss: 0.603 ... Validation loss: 1.039[ 0.60610353]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
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final_inputs_run [[-1.17796182]
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 ..., 
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final_outputs_run [[-1.17796182]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15454         0         1             1    ...          0      0      0   
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15456         0         1             1    ...          0      0      0   
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15458         0         1             1    ...          0      0      0   
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15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
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15450          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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[1440 rows x 56 columns]
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 [  1.15641881e-01   1.96725004e-01   2.61753835e-02  -5.10409558e-02
    1.37518942e-02   2.13438477e-01  -4.90749691e-02  -2.22421043e-01
   -8.69562769e-02   1.63037342e-01]
 [ -1.28142394e-02  -3.10112922e-02  -6.89523940e-03  -1.47721158e-01
    1.99505231e-01   2.63873238e-02   3.16875494e-02  -1.28720041e-01
    1.15425022e-01   6.94812130e-02]
 [  1.01965852e-01  -3.63823468e-03  -1.84787841e-01  -2.25560826e-01
   -1.90626972e-01   1.48817884e-01   1.52805245e-01  -2.99456722e-02
    2.42130132e-01   7.69580452e-02]
 [ -1.96682045e-02  -6.81358886e-02  -1.65400758e-01   1.68000052e-01
   -1.09243521e-01  -2.60859402e-02  -1.38267991e-02   1.02972830e-01
   -9.57884224e-02   2.16316508e-01]
 [  1.69165205e-01   1.88500683e-01  -7.12484405e-02   2.33983966e-01
   -1.66752105e-01  -4.01454620e-02  -5.07573341e-02   1.46131617e-01
    1.05958997e-01   3.15686843e-01]
 [ -1.99862137e-01   5.20218191e-02  -1.77396406e-01   1.09058546e-01
   -1.90981175e-01  -1.15988459e-01  -1.43173897e-01   4.18759880e-02
    1.16769047e-01  -2.25911807e-01]
 [  8.79457585e-02  -4.15662116e-02  -8.36897996e-02  -9.34182487e-02
   -1.27490035e-01  -6.82905514e-02   9.31125396e-02  -1.60962859e-02
   -1.83686634e-01   1.03833270e-01]
 [  1.16525501e-01  -1.63622087e-01  -3.10413975e-02  -1.10620522e-01
   -2.67046419e-01  -8.00714636e-02   1.83737159e-01  -9.34081320e-02
   -1.13552486e-01   8.28607348e-02]
 [ -3.36607381e-02   9.23893840e-02  -9.67628758e-02   3.58564006e-02
    2.06857881e-02   7.07275688e-02   4.19815022e-02   1.53490413e-01
    2.66603532e-01  -2.46053377e-02]
 [ -1.32791100e-01  -1.87078442e-01  -3.44408028e-02  -1.94969080e-01
    2.93731415e-01  -3.35828966e-03   1.58509098e-01   1.25746081e-03
   -6.17351572e-02  -7.26766162e-02]
 [ -2.72361982e-01  -2.73240938e-01  -8.34303512e-02  -2.39802911e-03
    1.09228288e-01  -6.18503320e-02  -1.63475866e-01   9.29393912e-02
   -1.52953491e-01  -2.58009470e-01]
 [  1.96670376e-01   2.35850766e-01   4.14737218e-03  -3.04862795e-02
   -7.27058361e-03   6.21985886e-02  -6.07604497e-02  -9.46937275e-02
   -6.00416523e-03  -4.11908297e-02]
 [  4.33869327e-02   1.81957193e-02  -2.17743019e-01   1.03692523e-01
    1.45506156e-01  -5.97466450e-02   1.73053026e-01   2.11141575e-02
   -1.36180111e-02  -1.68754016e-01]
 [  2.40088526e-02   1.70335465e-01   1.50452138e-01  -3.89677847e-02
   -2.30276831e-01  -1.69369758e-02  -1.63054538e-02   7.54907902e-02
   -1.53899653e-01  -3.76021960e-02]
 [  1.26676174e-01   1.98946902e-02  -1.03188221e-02  -9.62513126e-02
   -1.09417911e-01   6.07262398e-02  -1.00317916e-01   6.06632490e-02
    2.26403254e-02   3.82309204e-02]
 [ -1.44884655e-01   1.65471769e-01   1.22911618e-01   4.09427974e-02
    1.56575802e-01  -1.54828915e-01  -1.52860449e-01  -1.37089367e-01
    7.49573509e-04   1.38967392e-01]
 [  1.75132087e-01   2.33839883e-01   8.74130793e-02   1.25863861e-01
   -6.58480872e-02  -2.55226581e-01  -7.98688480e-02  -8.99021737e-02
   -1.12987481e-01   1.50561826e-01]
 [  2.67671603e-02  -1.60510648e-01   8.99053816e-02   1.91945052e-01
   -2.82430523e-02  -1.72557922e-02  -1.01759306e-01   4.61690417e-02
    1.27279090e-01  -1.68801939e-01]
 [  6.89752849e-02   4.28306509e-02   9.81637218e-02  -6.01650483e-02
   -1.81158429e-01   2.22902018e-01   2.32866040e-02   6.94840314e-02
    1.44000635e-01  -3.22980909e-01]
 [  2.43288596e-01  -1.33851429e-01  -2.32155619e-02  -2.57969612e-01
    3.48368444e-01  -8.21171938e-02  -7.63530262e-02   1.65100560e-01
    1.35392471e-01  -2.49443007e-01]
 [ -1.96497363e-01  -1.00989919e-01  -5.26591167e-03  -1.32139972e-04
    2.97649578e-01  -1.62297885e-01  -1.35764292e-01   1.30868861e-01
    3.43776600e-01  -2.21760736e-01]
 [  2.32674661e-01   1.92956179e-04  -1.13921030e-01   1.64879546e-01
    2.02677724e-01  -1.51976054e-01  -1.02325378e-01  -9.42389316e-02
    2.79310888e-02  -8.23776722e-02]
 [ -2.82246431e-01  -1.72644795e-01   2.67097877e-01  -1.81435721e-03
   -9.67426169e-02   8.65660360e-02   1.25274081e-01   1.72625131e-01
   -1.30680779e-02  -8.46365941e-02]
 [  1.16044472e-01   3.28259462e-03   2.47654620e-01  -2.28033418e-01
    4.68395948e-03   8.84852386e-02   1.02928194e-01   1.71857901e-01
    9.12885686e-02  -9.90247622e-02]
 [  1.33098955e-01   8.53955819e-02  -9.39777109e-02  -1.09652738e-01
   -1.84210103e-01   1.98674909e-01   6.62390227e-02  -1.90474675e-01
   -1.10325423e-01   7.73186219e-03]
 [ -1.79872919e-01   1.12553493e-01  -1.84577064e-01  -7.75503435e-02
   -2.79605129e-01   6.28999628e-02   1.65383952e-01   1.09253842e-01
    2.68598730e-02   3.28989565e-02]
 [  2.69935277e-02   8.02209510e-02  -3.59236057e-04   5.75855311e-02
   -6.19447654e-02   1.59430398e-01  -2.94007518e-01  -5.18375864e-02
   -3.69349740e-02  -1.60504505e-01]
 [  1.71965860e-02   3.32517207e-03   2.03575010e-01  -1.50819134e-01
   -5.99721485e-02  -1.95556047e-01   1.37348849e-01  -1.98299397e-01
    1.73070578e-02   1.52109340e-01]
 [  1.75223466e-02   2.35491872e-01   3.96031801e-01   1.98480260e-01
    1.06092422e-01   2.81420435e-02   1.03501995e-01  -7.28165351e-02
    1.47903053e-01  -4.00729814e-02]
 [  3.61968658e-02   3.40879321e-02   2.47427989e-02   8.93757682e-02
   -9.32053070e-02  -1.08345117e-01   9.96035296e-02  -1.57771421e-01
    5.35793522e-02   1.18326821e-01]
 [ -5.65625715e-02   2.04181470e-01   2.77417183e-01  -1.14155285e-01
   -4.22791871e-02  -3.25738710e-02  -2.05895402e-02   9.73710211e-02
   -2.44132547e-01   1.06848592e-02]
 [ -9.61526002e-02  -3.70577097e-03   2.04511918e-01  -3.93967217e-02
   -8.47599305e-02  -1.24610978e-01  -1.64946236e-01  -1.38070549e-01
   -2.17428365e-01   1.13913569e-02]
 [  9.41271332e-02  -2.88500856e-01   8.18147086e-02   7.73341678e-02
    5.15831579e-02   1.50013562e-01   1.85958338e-01   2.70278447e-02
   -1.08217579e-01   1.77126894e-01]]
final_inputs_run [[ 0.03499032]
 [ 0.19753863]
 [ 0.39510137]
 ..., 
 [ 0.10536629]
 [-0.15468441]
 [-0.17905818]]
final_outputs_run [[ 0.03499032]
 [ 0.19753863]
 [ 0.39510137]
 ..., 
 [ 0.10536629]
 [-0.15468441]
 [-0.17905818]]
Progress: 1.1% ... Training loss: 0.602 ... Validation loss: 1.036[ 1.34302079]
[-0.01106922]
[-0.06082968]
[ 0.21344326]
[ 0.222368]
[-0.24150849]
[-0.20880416]
[ 0.0577204]
[ 1.36050317]
[-0.1002897]
[ 0.84074411]
[-0.57111054]
[ 0.26287135]
[-0.28143884]
[ 0.44857781]
[-0.49574032]
[ 0.34710778]
[ 0.12527753]
[-0.4759794]
[-0.48727856]
[-0.95461867]
[-0.13179648]
[ 0.42849574]
[-0.12888776]
[-1.03968265]
[-0.46480988]
[-0.12974944]
[ 0.93247896]
[ 1.954967]
[-0.51145079]
[-0.17249658]
[-0.2948547]
[-0.03541209]
[ 0.31995324]
[-1.06566363]
[-0.16134063]
[-0.76545291]
[ 0.78563332]
[-0.12981325]
[ 1.10744398]
[-0.59631403]
[ 0.04511696]
[-0.03733736]
[-0.05499934]
[ 0.79190838]
[ 2.10704313]
[-0.0297789]
[-0.0744057]
[ 0.04699783]
[ 2.13399068]
[-0.458556]
[-0.14792488]
[ 1.2406279]
[-0.21022715]
[ 0.95799884]
[-0.72562819]
[-0.92752134]
[-0.56277406]
[ 0.02488615]
[-0.91923048]
[ 0.92733335]
[-0.53053204]
[ 0.51367473]
[ 0.03698978]
[-0.04076389]
[ 0.23186114]
[-0.85804054]
[-0.56124549]
[ 0.18121055]
[ 0.42051808]
[-0.29267073]
[ 0.09459982]
[-0.51782352]
[-0.02316001]
[ 1.99888888]
[ 0.42081279]
[-0.75702042]
[ 0.03560609]
[ 2.70497872]
[-0.27434554]
[-0.66493809]
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[ 0.63433528]
[ 0.19368321]
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[ 0.9712497]
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[ 0.95537682]
[ 0.64421217]
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[ 0.96365304]
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[ 2.3966851]
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[ 2.95708527]
[ 0.06316384]
[ 0.65946553]
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[ 0.4478147]
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[ 0.09325992]
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[ 0.42926834]
[ 0.80734939]
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[ 0.2158263]
[ 0.04003783]
[ 1.18281935]
[-0.25795853]
[ 0.16690092]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
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   -2.73385861e-02  -1.74158450e-02  -1.01930989e-01   4.63179568e-02
    1.27315951e-01  -1.69108486e-01]
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    1.44060261e-01  -3.23437561e-01]
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    3.49190572e-01  -8.23654971e-02  -7.66265553e-02   1.65319367e-01
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    3.43935632e-01  -2.23059140e-01]
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    2.03646769e-01  -1.52226725e-01  -1.02608871e-01  -9.39860249e-02
    2.79974380e-02  -8.29338164e-02]
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   -9.66439372e-02   8.65449577e-02   1.25251028e-01   1.72645496e-01
   -1.30624853e-02  -8.46847714e-02]
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    4.85327558e-03   8.84532828e-02   1.02892878e-01   1.71888919e-01
    9.12946753e-02  -9.90841582e-02]
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   -1.84174069e-01   1.98666349e-01   6.62299828e-02  -1.90471244e-01
   -1.10324040e-01   7.72018925e-03]
 [ -1.79497640e-01   1.12915386e-01  -1.84934180e-01  -7.71887575e-02
   -2.80750292e-01   6.31295893e-02   1.65652990e-01   1.09040538e-01
    2.68001948e-02   3.33887805e-02]
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   -6.18563670e-02   1.59283312e-01  -2.94154621e-01  -5.17213830e-02
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   -5.83363795e-02  -1.96054275e-01   1.36810307e-01  -1.97839752e-01
    1.74228039e-02   1.51231314e-01]
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    1.05949432e-01   2.81452670e-02   1.03478738e-01  -7.27907147e-02
    1.47912735e-01  -4.01206024e-02]
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   -9.31864690e-02  -1.08375453e-01   9.95953517e-02  -1.57764497e-01
    5.35823741e-02   1.18310832e-01]
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 [  9.37047755e-02  -2.88891274e-01   8.21736422e-02   7.69432003e-02
    5.26812969e-02   1.49799650e-01   1.85717597e-01   2.72442754e-02
   -1.08160998e-01   1.76644756e-01]]
final_inputs_run [[ 0.08286446]
 [ 0.23963247]
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 ..., 
 [ 0.15038727]
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final_outputs_run [[ 0.08286446]
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 ..., 
 [ 0.15038727]
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Progress: 1.1% ... Training loss: 0.597 ... Validation loss: 1.008[-0.2450216]
[-0.19994845]
[-0.53871715]
[-0.76431731]
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[ 2.87632792]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
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15407         0         1             0    ...          0      0      0   
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15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
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9              1  
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15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.27724487e-01  -1.72044419e-01   9.13255411e-02  -1.34952230e-01
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 [ -6.61945384e-02  -5.29935304e-02  -3.32455375e-03   1.64805831e-01
   -5.33833399e-03  -2.80699812e-01   9.94931085e-03  -4.44707653e-02
    1.16684068e-01   8.76302514e-02]
 [  2.10627718e-01   8.79295483e-02   9.15259124e-02   7.72802319e-02
    8.39560253e-04  -7.82429737e-02   1.44695612e-02   1.26661935e-01
    5.25973303e-02   1.63285489e-02]
 [ -1.72186838e-01  -9.65985965e-03  -7.83901393e-02  -5.19599952e-02
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   -6.85221761e-02   7.80906693e-02]
 [ -1.06719755e-01  -1.00004017e-01  -5.42920692e-02  -7.91701524e-02
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 [ -1.43907457e-01   8.49539493e-02  -1.28224802e-01   6.31368139e-02
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   -5.18175055e-02  -2.49561047e-02   5.71774479e-02   6.91341963e-02
   -1.82437521e-01   1.45504435e-01]
 [  2.54206122e-01  -2.15295697e-01  -8.69367846e-02   7.78901424e-02
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 [ -9.14681035e-02   1.50523965e-01  -5.12957849e-02   2.60642638e-02
    1.18962353e-01  -9.62876830e-02   1.83167016e-03  -2.90862594e-02
    4.57729488e-02   1.36008918e-01]
 [  8.43573701e-02   1.42676893e-01  -1.94252179e-02  -5.30389740e-03
    6.45861162e-02  -3.91145135e-02  -2.51252749e-01   2.49628057e-01
   -1.41124922e-01  -2.68092137e-02]
 [ -2.72371810e-02   2.96301634e-01  -1.20002436e-01   4.10140773e-02
    6.45539256e-02  -4.86399986e-02  -8.03012877e-02  -2.65302702e-01
   -8.18483760e-02  -1.26234440e-01]
 [ -6.97323561e-02   1.43414447e-01  -9.32517110e-02  -2.96504136e-01
   -1.71915144e-01  -3.10320806e-01   4.29945041e-02  -8.15158321e-02
   -8.52498456e-02  -1.74853106e-01]
 [  7.67279731e-02   2.04487390e-02  -6.69039776e-02  -9.65155484e-02
   -1.07518821e-01  -2.97333201e-02   6.27203283e-02   4.18474288e-02
   -2.07074191e-03   1.01966352e-01]
 [ -1.88280251e-01  -1.36773251e-02   1.89285208e-02   9.94877101e-02
   -1.75416007e-01   8.78010182e-02   5.52741929e-02   2.08961255e-01
    1.33876925e-01  -1.29222185e-02]
 [ -1.27458901e-01   1.64787779e-01   2.24139065e-01   5.29601859e-03
    4.24967926e-02   4.89759514e-02   1.19039261e-01  -1.46802892e-01
    1.93178138e-01  -3.80590962e-02]
 [  2.05564610e-01  -6.36981324e-02  -2.00665269e-02  -2.13498641e-01
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   -7.06179500e-03  -6.52140406e-02]
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    2.11321974e-01   1.92413621e-01]
 [  1.14703885e-01   1.96015588e-01   2.68299578e-02  -5.17858114e-02
    1.61180727e-02   2.12949452e-01  -4.96014757e-02  -2.21965938e-01
   -8.68328126e-02   1.62107483e-01]
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   -1.92524186e-01   1.49204659e-01   1.53228139e-01  -3.03127521e-02
    2.42033706e-01   7.77771764e-02]
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   -1.13228365e-01  -2.52958243e-02  -1.29453070e-02   1.02210833e-01
   -9.60031816e-02   2.18025329e-01]
 [  1.70145139e-01   1.89292160e-01  -7.20010962e-02   2.34774062e-01
   -1.69280690e-01  -3.96515111e-02  -5.01945507e-02   1.45654484e-01
    1.05824904e-01   3.16765171e-01]
 [ -1.98602540e-01   5.31103739e-02  -1.78410248e-01   1.10156087e-01
   -1.94285154e-01  -1.15297751e-01  -1.42395662e-01   4.12114813e-02
    1.16578691e-01  -2.24452424e-01]
 [  8.92735040e-02  -4.04654081e-02  -8.47288858e-02  -9.23159888e-02
   -1.30916314e-01  -6.76151688e-02   9.38898143e-02  -1.67728766e-02
   -1.83873927e-01   1.05313239e-01]
 [  1.17406041e-01  -1.62927414e-01  -3.17304374e-02  -1.09904397e-01
   -2.69290649e-01  -7.96251227e-02   1.84223341e-01  -9.38492830e-02
   -1.13680098e-01   8.38273124e-02]
 [ -3.34317665e-02   9.25715591e-02  -9.69241839e-02   3.60379636e-02
    2.00875802e-02   7.08437984e-02   4.21062194e-02   1.53377915e-01
    2.66571529e-01  -2.43605102e-02]
 [ -1.33535289e-01  -1.87716697e-01  -3.38460775e-02  -1.95629512e-01
    2.95548319e-01  -3.74795099e-03   1.58098864e-01   1.63590421e-03
   -6.16342626e-02  -7.34756738e-02]
 [ -2.76379350e-01  -2.76583722e-01  -8.02052802e-02  -5.80414467e-03
    1.19363302e-01  -6.40285781e-02  -1.65926376e-01   9.50589514e-02
   -1.52349920e-01  -2.62577438e-01]
 [  1.96447699e-01   2.35671412e-01   4.31595341e-03  -3.06893053e-02
   -6.69394744e-03   6.20779828e-02  -6.08986430e-02  -9.45833317e-02
   -5.97299552e-03  -4.14414870e-02]
 [  4.31720051e-02   1.80179677e-02  -2.17589786e-01   1.03523947e-01
    1.46128863e-01  -5.98522083e-02   1.72937659e-01   2.12194029e-02
   -1.35895477e-02  -1.68980786e-01]
 [  2.44437590e-02   1.70863031e-01   1.50138223e-01  -3.85279660e-02
   -2.31539955e-01  -1.66441983e-02  -1.59528928e-02   7.51910591e-02
   -1.53987795e-01  -3.69884841e-02]
 [  1.26132890e-01   1.94658003e-02  -9.91905865e-03  -9.66857194e-02
   -1.08006168e-01   6.04465381e-02  -1.00623451e-01   6.09301774e-02
    2.27114749e-02   3.76383201e-02]
 [ -1.44902129e-01   1.65489160e-01   1.22900552e-01   4.09593709e-02
    1.56635783e-01  -1.54837721e-01  -1.52843452e-01  -1.37106534e-01
    7.44423928e-04   1.39017702e-01]
 [  1.75435547e-01   2.34136152e-01   8.71645626e-02   1.26137596e-01
   -6.66357552e-02  -2.55078207e-01  -7.96536320e-02  -9.00897111e-02
   -1.13039065e-01   1.50948546e-01]
 [  2.67475660e-02  -1.60529488e-01   8.99122040e-02   1.91939225e-01
   -2.79936625e-02  -1.72584775e-02  -1.01744278e-01   4.61558532e-02
    1.27268031e-01  -1.68777257e-01]
 [  6.84544170e-02   4.23353213e-02   9.86190617e-02  -6.06261232e-02
   -1.79905895e-01   2.22574713e-01   2.29214300e-02   6.97830475e-02
    1.44084082e-01  -3.23593003e-01]
 [  2.41513129e-01  -1.35273318e-01  -2.17871414e-02  -2.59337682e-01
    3.51984299e-01  -8.30444274e-02  -7.74038520e-02   1.66013549e-01
    1.35652973e-01  -2.51375740e-01]
 [ -1.98835638e-01  -1.03266297e-01  -3.11544476e-03  -2.43124276e-03
    3.02902470e-01  -1.63624650e-01  -1.37400662e-01   1.32305580e-01
    3.44156359e-01  -2.24764723e-01]
 [  2.31769524e-01  -5.60230693e-04  -1.13201110e-01   1.64115569e-01
    2.04776714e-01  -1.52446572e-01  -1.02845856e-01  -9.37724159e-02
    2.80602184e-02  -8.33948510e-02]
 [ -2.82604716e-01  -1.72984201e-01   2.67413880e-01  -2.15771728e-03
   -9.57060396e-02   8.63594871e-02   1.25037394e-01   1.72838958e-01
   -1.30061222e-02  -8.50956881e-02]
 [  1.16586456e-01   3.75507779e-03   2.47291289e-01  -2.27649203e-01
    3.26006454e-03   8.87874273e-02   1.03277460e-01   1.71557701e-01
    9.11935828e-02  -9.83991743e-02]
 [  1.33268068e-01   8.55524766e-02  -9.41303024e-02  -1.09516690e-01
   -1.84708303e-01   1.98762076e-01   6.63423682e-02  -1.90573564e-01
   -1.10354174e-01   7.93930709e-03]
 [ -1.79321359e-01   1.13062542e-01  -1.85069633e-01  -7.70477725e-02
   -2.81191049e-01   6.32203411e-02   1.65750377e-01   1.08952067e-01
    2.67758792e-02   3.35823011e-02]
 [  2.69845797e-02   8.02630592e-02  -3.89489939e-04   5.76767933e-02
   -6.25126915e-02   1.59423128e-01  -2.94014693e-01  -5.18485659e-02
   -3.69410474e-02  -1.60345415e-01]
 [  1.63346877e-02   2.67297014e-03   2.04195829e-01  -1.51499306e-01
   -5.85705109e-02  -1.96056165e-01   1.36836256e-01  -1.97861798e-01
    1.74140269e-02   1.51276528e-01]
 [  1.75198172e-02   2.35441473e-01   3.96107947e-01   1.98413277e-01
    1.06459358e-01   2.81349425e-02   1.03500516e-01  -7.28040894e-02
    1.47911141e-01  -4.01689494e-02]
 [  3.54723236e-02   3.34221180e-02   2.54894309e-02   8.86337955e-02
   -9.20603442e-02  -1.08746740e-01   9.91072742e-02  -1.57335399e-01
    5.36829642e-02   1.17464987e-01]
 [ -5.75044005e-02   2.03397009e-01   2.78260788e-01  -1.14989848e-01
   -4.03501295e-02  -3.31151591e-02  -2.11779240e-02   9.79158619e-02
   -2.43977038e-01   9.56786585e-03]
 [ -9.67148899e-02  -4.16050754e-03   2.05075654e-01  -3.99744892e-02
   -8.34120527e-02  -1.24901505e-01  -1.65242776e-01  -1.37771071e-01
   -2.17347264e-01   1.07435585e-02]
 [  9.43904387e-02  -2.88325976e-01   8.16330437e-02   7.75265907e-02
    5.05476910e-02   1.50168237e-01   1.86083806e-01   2.68986324e-02
   -1.08262954e-01   1.77409908e-01]]
final_inputs_run [[-1.08708348]
 [-1.09753098]
 [-1.14547335]
 ..., 
 [-0.28376115]
 [-0.17637889]
 [-0.0373066 ]]
final_outputs_run [[-1.08708348]
 [-1.09753098]
 [-1.14547335]
 ..., 
 [-0.28376115]
 [-0.17637889]
 [-0.0373066 ]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
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Progress: 1.1% ... Training loss: 0.596 ... Validation loss: 0.992[-0.39027469]
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[ 1.3320497]
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[ -7.46344085e-06]
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[ 1.24315969]
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[ 1.51453127]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
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19            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
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24            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15420         0         1             0    ...          0      0      0   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
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15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
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...          ...  
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[15435 rows x 56 columns]
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   -1.95028076e-01   1.49684640e-01   1.53760717e-01  -3.08117036e-02
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   -1.13908599e-01  -2.51620805e-02  -1.27986992e-02   1.02076536e-01
   -9.60456236e-02   2.18309817e-01]
 [  1.70429975e-01   1.89508890e-01  -7.22233554e-02   2.35004324e-01
   -1.69959819e-01  -3.95021465e-02  -5.00269237e-02   1.45498984e-01
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    1.16415919e-01  -2.23289501e-01]
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   -2.72020198e-01  -7.91103159e-02   1.84792421e-01  -9.43862243e-02
   -1.13846649e-01   8.49451759e-02]
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    1.20682362e-01  -6.43151439e-02  -1.66256538e-01   9.53333113e-02
   -1.52255585e-01  -2.63153934e-01]
 [  1.96160090e-01   2.35446880e-01   4.54290030e-03  -3.09315577e-02
   -5.96693340e-03   6.19180047e-02  -6.10839708e-02  -9.44164906e-02
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   -2.31750218e-01  -1.66069813e-02  -1.59039214e-02   7.51501592e-02
   -1.54000685e-01  -3.68974776e-02]
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   -1.06975709e-01   6.02648324e-02  -1.00806983e-01   6.11210967e-02
    2.27725970e-02   3.72229471e-02]
 [ -1.45037168e-01   1.65387980e-01   1.22999827e-01   4.08561026e-02
    1.56981773e-01  -1.54906630e-01  -1.52921066e-01  -1.37037367e-01
    7.66460236e-04   1.38873019e-01]
 [  1.75029782e-01   2.33788389e-01   8.75156109e-02   1.25755718e-01
   -6.57415625e-02  -2.55315819e-01  -7.99486336e-02  -8.98348158e-02
   -1.12953062e-01   1.50409081e-01]
 [  2.71706537e-02  -1.60136632e-01   8.96477622e-02   1.92297665e-01
   -2.89723571e-02  -1.69982426e-02  -1.01430103e-01   4.58847377e-02
    1.27179776e-01  -1.68277301e-01]
 [  6.81774242e-02   4.21038895e-02   9.88383462e-02  -6.08380760e-02
   -1.79197323e-01   2.22425579e-01   2.27497471e-02   6.99324588e-02
    1.44133096e-01  -3.23896390e-01]
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    3.52902572e-01  -8.32354836e-02  -7.76187624e-02   1.66204000e-01
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    3.06389295e-01  -1.64483040e-01  -1.38558330e-01   1.33325552e-01
    3.44475798e-01  -2.26691589e-01]
 [  2.31153743e-01  -1.05766774e-03  -1.12725020e-01   1.63623165e-01
    2.06096512e-01  -1.52741975e-01  -1.03210474e-01  -9.34425542e-02
    2.81620378e-02  -8.40576343e-02]
 [ -2.82894805e-01  -1.73270601e-01   2.67664724e-01  -2.43791083e-03
   -9.48042037e-02   8.61843772e-02   1.24836231e-01   1.73027314e-01
   -1.29467201e-02  -8.54825566e-02]
 [  1.16613983e-01   3.79439033e-03   2.47267173e-01  -2.27622227e-01
    3.17614346e-03   8.88120653e-02   1.03305337e-01   1.71532956e-01
    9.11848928e-02  -9.83506232e-02]
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   -1.84620654e-01   1.98743935e-01   6.63216285e-02  -1.90554587e-01
   -1.10348171e-01   7.89902652e-03]
 [ -1.78754928e-01   1.13564656e-01  -1.85552146e-01  -7.65634349e-02
   -2.82862970e-01   6.35279193e-02   1.66100544e-01   1.08624846e-01
    2.66737229e-02   3.42662673e-02]
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   -6.24694351e-02   1.59391013e-01  -2.94038978e-01  -5.18144458e-02
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    1.73714469e-02   1.51656483e-01]
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    1.04915235e-01   2.84062842e-02   1.03821420e-01  -7.30949399e-02
    1.47824180e-01  -3.96239348e-02]
 [  3.50002943e-02   3.29760957e-02   2.59979107e-02   8.81597905e-02
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    5.37902339e-02   1.16831011e-01]
 [ -5.71591825e-02   2.03613180e-01   2.78022353e-01  -1.14781928e-01
   -4.10794752e-02  -3.29943402e-02  -2.10386088e-02   9.77549062e-02
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 [ -9.65537221e-02  -4.07514787e-03   2.04972277e-01  -3.98728663e-02
   -8.40195943e-02  -1.24858225e-01  -1.65202097e-01  -1.37815074e-01
   -2.17359472e-01   1.08946532e-02]
 [  9.48081448e-02  -2.88019576e-01   8.13263334e-02   7.78285107e-02
    4.90087058e-02   1.50369613e-01   1.86253817e-01   2.67068082e-02
   -1.08314059e-01   1.77837669e-01]]
final_inputs_run [[-1.11837129]
 [-1.12790105]
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 ..., 
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final_outputs_run [[-1.11837129]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
15442          0  
15443          0  
15444          0  
15445          0  
15446          0  
15447          0  
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15449          0  
15450          0  
15451          0  
15452          0  
15453          0  
15454          0  
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15456          0  
15457          0  
15458          0  
15459          0  
15460          0  
15461          0  
15462          0  
15463          0  
15464          0  
...          ...  
16845          0  
16846          0  
16847          0  
16848          0  
16849          0  
16850          0  
16851          0  
16852          0  
16853          0  
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16855          0  
16856          0  
16857          0  
16858          0  
16859          0  
16860          0  
16861          0  
16862          0  
16863          0  
16864          0  
16865          0  
16866          0  
16867          0  
16868          0  
16869          0  
16870          0  
16871          0  
16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
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Progress: 1.1% ... Training loss: 0.595 ... Validation loss: 0.999[-0.44931047]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
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final_inputs_run [[-1.15392776]
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 ..., 
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final_outputs_run [[-1.15392776]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15458         0         1             1    ...          0      0      0   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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15436          0  
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[1440 rows x 56 columns]
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   -1.96014757e-03   1.01259730e-01]
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   -8.68378040e-02   1.62165808e-01]
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    1.15293465e-01   7.03955816e-02]
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   -1.96881834e-01   1.50051420e-01   1.54163675e-01  -3.11748244e-02
    2.41775797e-01   7.96264028e-02]
 [ -1.72478376e-02  -6.61144855e-02  -1.67319416e-01   1.70041316e-01
   -1.15671804e-01  -2.48151666e-02  -1.23930194e-02   1.01719579e-01
   -9.61538252e-02   2.19090749e-01]
 [  1.71637044e-01   1.90464715e-01  -7.31371352e-02   2.35981203e-01
   -1.73161464e-01  -3.88951901e-02  -4.93400931e-02   1.44894748e-01
    1.05593768e-01   3.18361457e-01]
 [ -1.97010682e-01   5.44499071e-02  -1.79705930e-01   1.11501905e-01
   -1.98657207e-01  -1.14478562e-01  -1.41426991e-01   4.03429713e-02
    1.16322180e-01  -2.22657338e-01]
 [  9.11065670e-02  -3.89581320e-02  -8.62188888e-02  -9.07961015e-02
   -1.35787362e-01  -6.66800198e-02   9.49632143e-02  -1.77589330e-02
   -1.84181626e-01   1.07418517e-01]
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   -2.72170701e-01  -7.90784073e-02   1.84825780e-01  -9.44181200e-02
   -1.13856393e-01   8.50113313e-02]
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    2.66517417e-01  -2.39627680e-02]
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   -6.16784518e-02  -7.31415821e-02]
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   -1.52244805e-01  -2.63227606e-01]
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   -5.29611789e-03   6.17864321e-02  -6.12424165e-02  -9.42794887e-02
   -5.87828824e-03  -4.20516257e-02]
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   -1.36640052e-02  -1.68443518e-01]
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   -2.32386124e-01  -1.64592188e-02  -1.57253446e-02   7.50131096e-02
   -1.54049160e-01  -3.66042723e-02]
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   -1.06851183e-01   6.02367804e-02  -1.00828513e-01   6.11432647e-02
    2.27786604e-02   3.72109820e-02]
 [ -1.45319234e-01   1.65089899e-01   1.23347487e-01   4.05622262e-02
    1.57408450e-01  -1.55110322e-01  -1.53174724e-01  -1.36819321e-01
    8.36279870e-04   1.38412213e-01]
 [  1.75312285e-01   2.34026493e-01   8.72888119e-02   1.25992409e-01
   -6.63852223e-02  -2.55176298e-01  -7.97639826e-02  -8.99909218e-02
   -1.13002082e-01   1.50756559e-01]
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   -2.82601240e-02  -1.71514572e-02  -1.01610090e-01   4.60441349e-02
    1.27228578e-01  -1.68597719e-01]
 [  6.74958146e-02   4.14897482e-02   9.94657662e-02  -6.14348233e-02
   -1.77517609e-01   2.21979857e-01   2.22316509e-02   7.03644366e-02
    1.44273594e-01  -3.24656993e-01]
 [  2.40425032e-01  -1.36170844e-01  -2.09327027e-02  -2.60175334e-01
    3.54315975e-01  -8.36218676e-02  -7.80655572e-02   1.66581959e-01
    1.35834468e-01  -2.52591037e-01]
 [ -2.01111776e-01  -1.05535886e-01  -8.72304768e-04  -4.59534244e-03
    3.08299503e-01  -1.64943485e-01  -1.39167831e-01   1.33839649e-01
    3.44635536e-01  -2.27614386e-01]
 [  2.30183172e-01  -1.83572169e-03  -1.11954054e-01   1.62859507e-01
    2.08174213e-01  -1.53193429e-01  -1.03792046e-01  -9.29257014e-02
    2.83182686e-02  -8.51254978e-02]
 [ -2.83272511e-01  -1.73681158e-01   2.68055916e-01  -2.85518166e-03
   -9.36183021e-02   8.59226365e-02   1.24526977e-01   1.73299237e-01
   -1.28630604e-02  -8.60368266e-02]
 [  1.16703198e-01   3.86630549e-03   2.47197473e-01  -2.27550830e-01
    2.95053105e-03   8.88575871e-02   1.03356506e-01   1.71489513e-01
    9.11712699e-02  -9.82526325e-02]
 [  1.33454403e-01   8.57137155e-02  -9.42788330e-02  -1.09374828e-01
   -1.85280110e-01   1.98861560e-01   6.64525956e-02  -1.90669002e-01
   -1.10384298e-01   8.14829003e-03]
 [ -1.78646762e-01   1.13660029e-01  -1.85645386e-01  -7.64693276e-02
   -2.83177151e-01   6.35839261e-02   1.66160232e-01   1.08566476e-01
    2.66572020e-02   3.43956808e-02]
 [  2.63284834e-02   7.96258176e-02   2.77013072e-04   5.71119127e-02
   -6.13086873e-02   1.58981864e-01  -2.94530414e-01  -5.14153781e-02
   -3.67950532e-02  -1.61039341e-01]
 [  1.70065505e-02   3.02393871e-03   2.03817429e-01  -1.51206078e-01
   -6.01505811e-02  -1.95781777e-01   1.37024192e-01  -1.98066323e-01
    1.73595161e-02   1.51825511e-01]
 [  1.83617839e-02   2.36183243e-01   3.95442670e-01   1.99159945e-01
    1.03910486e-01   2.86064041e-02   1.04042240e-01  -7.32902360e-02
    1.47767332e-01  -3.91791834e-02]
 [  3.48157745e-02   3.27093191e-02   2.62609352e-02   8.79041265e-02
   -9.04249145e-02  -1.09166429e-01   9.84944815e-02  -1.56818894e-01
    5.38465543e-02   1.16455825e-01]
 [ -5.65495695e-02   2.04106815e-01   2.77553633e-01  -1.14239217e-01
   -4.29982257e-02  -3.26601160e-02  -2.06999348e-02   9.74641784e-02
   -2.44109350e-01   1.06751402e-02]
 [ -9.59033976e-02  -3.54336977e-03   2.04458933e-01  -3.93285823e-02
   -8.56370341e-02  -1.24532220e-01  -1.64811505e-01  -1.38160634e-01
   -2.17462252e-01   1.16575708e-02]
 [  9.50394785e-02  -2.87943498e-01   8.13495233e-02   7.79000818e-02
    4.78263970e-02   1.50366403e-01   1.86228191e-01   2.67190066e-02
   -1.08304661e-01   1.77864176e-01]]
final_inputs_run [[ 0.0834349 ]
 [ 0.23916377]
 [ 0.43586029]
 ..., 
 [ 0.14315297]
 [-0.11919878]
 [-0.14122949]]
final_outputs_run [[ 0.0834349 ]
 [ 0.23916377]
 [ 0.43586029]
 ..., 
 [ 0.14315297]
 [-0.11919878]
 [-0.14122949]]
Progress: 1.1% ... Training loss: 0.594 ... Validation loss: 1.005[ 0.25211788]
[-1.16110712]
[ 2.66759385]
[-0.1172183]
[-0.68218405]
[ 0.12988952]
[-0.5607702]
[ 0.15783627]
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[ 2.46533427]
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[ 1.48291769]
[ 1.42478474]
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[ 0.43314379]
[ 0.8716913]
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[ 0.00412774]
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[ 1.14813788]
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[ 1.57327943]
[-0.34836932]
[-0.93931457]
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[-0.5350112]
[-1.02917383]
[ 0.36484809]
[-0.61652854]
[-0.44875833]
[-0.62856274]
[-0.41995136]
[ 0.73025146]
[ 1.09130004]
[ 2.38564533]
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[ 1.22394632]
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[ 2.50032869]
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[ 1.30511499]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
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15439   1        0  0.223378 -0.348463   0.276298         0         0   
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    1.44645949e-01  -5.95246800e-02   1.73333380e-01   2.08562688e-02
   -1.36946594e-02  -1.68240853e-01]
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   -1.06881822e-01   6.02822206e-02  -1.00771494e-01   6.11092772e-02
    2.27642141e-02   3.72989760e-02]
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    7.73868800e-04   1.38849831e-01]
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   -6.54230362e-02  -2.55378006e-01  -8.00139727e-02  -8.97731377e-02
   -1.12939498e-01   1.50295252e-01]
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   -2.87479568e-02  -1.70602460e-02  -1.01474292e-01   4.59256792e-02
    1.27194085e-01  -1.68365859e-01]
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   -1.77794633e-01   2.22050659e-01   2.23094451e-02   7.02941783e-02
    1.44253213e-01  -3.24520868e-01]
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    3.59128462e-01  -8.48572258e-02  -7.95649828e-02   1.67884093e-01
    1.36224762e-01  -2.55295985e-01]
 [ -2.02965187e-01  -1.07336011e-01   7.56285956e-04  -6.37021607e-03
    3.12109690e-01  -1.66102828e-01  -1.40616878e-01   1.34969037e-01
    3.44983350e-01  -2.29883243e-01]
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    2.09174821e-01  -1.53442907e-01  -1.04099611e-01  -9.26568525e-02
    2.83974677e-02  -8.56890945e-02]
 [ -2.83297379e-01  -1.73718910e-01   2.68077719e-01  -2.87818670e-03
   -9.35944418e-02   8.59107393e-02   1.24500010e-01   1.73321329e-01
   -1.28575949e-02  -8.60645359e-02]
 [  1.16852270e-01   4.00440625e-03   2.47075722e-01  -2.27421284e-01
    2.55683295e-03   8.89442972e-02   1.03458508e-01   1.71410621e-01
    9.11456039e-02  -9.80834409e-02]
 [  1.33626175e-01   8.58490653e-02  -9.44151504e-02  -1.09247394e-01
   -1.85654333e-01   1.98947032e-01   6.65480242e-02  -1.90753545e-01
   -1.10408210e-01   8.33706735e-03]
 [ -1.78473143e-01   1.13807952e-01  -1.85792214e-01  -7.63188411e-02
   -2.83660979e-01   6.36785726e-02   1.66269564e-01   1.08471352e-01
    2.66282004e-02   3.46083986e-02]
 [  2.64670308e-02   7.97637575e-02   1.71995722e-04   5.72298623e-02
   -6.17742730e-02   1.59077659e-01  -2.94459264e-01  -5.14840031e-02
   -3.68121820e-02  -1.60882003e-01]
 [  1.63914623e-02   2.52840773e-03   2.04284018e-01  -1.51675886e-01
   -5.87560581e-02  -1.96086530e-01   1.36668870e-01  -1.97758748e-01
    1.74460322e-02   1.51117235e-01]
 [  1.76006389e-02   2.35207035e-01   3.96220039e-01   1.98196993e-01
    1.05362360e-01   2.80080527e-02   1.03262020e-01  -7.26822625e-02
    1.47952064e-01  -4.02460587e-02]
 [  3.44723714e-02   3.24988877e-02   2.65535739e-02   8.77377836e-02
   -9.04591564e-02  -1.09304030e-01   9.83072361e-02  -1.56666261e-01
    5.38982520e-02   1.16130061e-01]
 [ -5.70712774e-02   2.03661887e-01   2.77960611e-01  -1.14627766e-01
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   -2.44010968e-01   1.01480859e-02]
 [ -9.51926311e-02  -2.92214989e-03   2.03904928e-01  -3.87642896e-02
   -8.76295971e-02  -1.24156681e-01  -1.64336533e-01  -1.38557247e-01
   -2.17582554e-01   1.24885615e-02]
 [  9.43749511e-02  -2.88449519e-01   8.18953249e-02   7.73522568e-02
    4.91616787e-02   1.50011238e-01   1.85796478e-01   2.70709424e-02
   -1.08196953e-01   1.77138119e-01]]
final_inputs_run [[ 0.14348577]
 [ 0.30299744]
 [ 0.50015829]
 ..., 
 [ 0.20463361]
 [-0.06045391]
 [-0.08378538]]
final_outputs_run [[ 0.14348577]
 [ 0.30299744]
 [ 0.50015829]
 ..., 
 [ 0.20463361]
 [-0.06045391]
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Progress: 1.1% ... Training loss: 0.591 ... Validation loss: 0.971[ 0.42672355]
[-0.18921386]
[ 1.00180075]
[ 0.53666931]
[ 0.68772294]
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[ 0.03715096]
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[ 1.00529881]
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[ 1.44526341]
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[ 2.0436058]
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[ 2.85243165]
[ 0.11667112]
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[-1.10452023]
[-0.18433683]
[ 0.04158154]
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[ 1.45184075]
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[ 1.7756591]
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[ 2.53090602]
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[ 0.67684649]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
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21             0          0          0          0          0          0   
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23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
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28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
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15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
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15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
12             1  
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...          ...  
15405          0  
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15428          0  
15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
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final_inputs_run [[-1.08587322]
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final_outputs_run [[-1.08587322]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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   -9.17246680e-02  -1.09045788e-01   9.86025909e-02  -1.56953680e-01
    5.38075288e-02   1.16728652e-01]
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    4.68902087e-02   1.50394448e-01   1.86206536e-01   2.66486092e-02
   -1.08329133e-01   1.78032646e-01]]
final_inputs_run [[ 0.16195809]
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 ..., 
 [ 0.22489593]
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final_outputs_run [[ 0.16195809]
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 ..., 
 [ 0.22489593]
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Progress: 1.1% ... Training loss: 0.591 ... Validation loss: 0.962[-0.62174353]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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6             0         0             1    ...          0      0      0   
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10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
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22            0         0             0    ...          0      1      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
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15433         0         1             0    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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[15435 rows x 56 columns]
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 [  7.62743705e-02   1.99161246e-02  -6.63159453e-02  -9.70654808e-02
   -1.06727095e-01  -3.00035300e-02   6.22789271e-02   4.22319935e-02
   -1.95198095e-03   1.01182978e-01]
 [ -1.87983371e-01  -1.38319040e-02   1.90925036e-02   9.91660041e-02
   -1.76218440e-01   8.75662486e-02   5.49078898e-02   2.09173420e-01
    1.33933776e-01  -1.29839044e-02]
 [ -1.24463879e-01   1.66911191e-01   2.21746231e-01   7.73244488e-03
    3.32621616e-02   5.03715670e-02   1.20436237e-01  -1.48165899e-01
    1.92793709e-01  -3.46300063e-02]
 [  2.06490384e-01  -6.28906521e-02  -2.08255179e-02  -2.12593832e-01
   -4.85525871e-04   1.56543314e-01  -3.89152733e-02  -2.81752573e-02
    1.05759282e-01   7.98105240e-02]
 [  4.47921214e-02   3.94705466e-02  -2.67693586e-01  -2.17847620e-01
    3.14557377e-01  -9.66387177e-02   1.15360233e-01   5.23715001e-02
   -6.97920079e-03  -6.52747325e-02]
 [ -1.54242569e-01   9.95000502e-02  -2.30373352e-01   6.44810104e-02
    2.02684699e-01  -6.31159653e-02   6.15408466e-02  -9.74835712e-02
    2.11411038e-01   1.91554692e-01]
 [  1.13373363e-01   1.94949934e-01   2.78653490e-02  -5.28425851e-02
    1.95899370e-02   2.12273418e-01  -5.03731277e-02  -2.21230281e-01
   -8.65913235e-02   1.60629909e-01]
 [ -1.21224310e-02  -3.04510878e-02  -7.44609993e-03  -1.47168940e-01
    1.97499197e-01   2.67519952e-02   3.20888611e-02  -1.29085203e-01
    1.15314209e-01   7.02082888e-02]
 [  1.05494213e-01  -7.04855608e-04  -1.87666212e-01  -2.22743653e-01
   -2.00144632e-01   1.50668215e-01   1.54875140e-01  -3.18197373e-02
    2.41570558e-01   8.10365486e-02]
 [ -1.47847219e-02  -6.40535296e-02  -1.69398096e-01   1.72158930e-01
   -1.22508899e-01  -2.35550791e-02  -1.09052245e-02   1.00363361e-01
   -9.66081384e-02   2.21994280e-01]
 [  1.72685103e-01   1.91314117e-01  -7.39914434e-02   2.36835874e-01
   -1.75934000e-01  -3.83704329e-02  -4.87335667e-02   1.44354270e-01
    1.05412446e-01   3.19499831e-01]
 [ -1.95704274e-01   5.55768597e-02  -1.80833377e-01   1.12651800e-01
   -2.02427975e-01  -1.13790644e-01  -1.40641726e-01   3.95786941e-02
    1.16078350e-01  -2.21131965e-01]
 [  9.33126175e-02  -3.71726019e-02  -8.79847576e-02  -8.89962857e-02
   -1.41625429e-01  -6.55580928e-02   9.62133706e-02  -1.89357466e-02
   -1.84551865e-01   1.09863034e-01]
 [  1.20728321e-01  -1.60266676e-01  -3.44247724e-02  -1.07172987e-01
   -2.78149917e-01  -7.79652661e-02   1.86113773e-01  -9.56491433e-02
   -1.14251574e-01   8.75297652e-02]
 [ -3.25317235e-02   9.33059630e-02  -9.76814684e-02   3.67996268e-02
    1.77451417e-02   7.13113228e-02   4.26317829e-02   1.52886801e-01
    2.66410086e-01  -2.32962745e-02]
 [ -1.33739382e-01  -1.87926231e-01  -3.36233965e-02  -1.95890657e-01
    2.96050299e-01  -3.89241917e-03   1.57935557e-01   1.80039617e-03
   -6.15807518e-02  -7.37569897e-02]
 [ -2.80733576e-01  -2.80394620e-01  -7.64835799e-02  -9.62141213e-03
    1.31753533e-01  -6.63742707e-02  -1.68635401e-01   9.75614066e-02
   -1.51530075e-01  -2.67778496e-01]
 [  1.94877312e-01   2.34386897e-01   5.63337084e-03  -3.20236548e-02
   -2.54530048e-03   6.12581833e-02  -6.18598428e-02  -9.36998709e-02
   -5.68362445e-03  -4.32898461e-02]
 [  4.42556129e-02   1.89732872e-02  -2.18494552e-01   1.04455695e-01
    1.43561369e-01  -5.92958958e-02   1.73597694e-01   2.06003531e-02
   -1.37810336e-02  -1.67720144e-01]
 [  2.44738936e-02   1.71051613e-01   1.50082026e-01  -3.84974486e-02
   -2.31554896e-01  -1.65882679e-02  -1.58410038e-02   7.51237738e-02
   -1.54012269e-01  -3.69127382e-02]
 [  1.25815996e-01   1.92509860e-02  -9.62025250e-03  -9.70223284e-02
   -1.07035652e-01   6.02576511e-02  -1.00788670e-01   6.11035769e-02
    2.27688261e-02   3.72958404e-02]
 [ -1.44709858e-01   1.65751689e-01   1.22816048e-01   4.11811686e-02
    1.55867102e-01  -1.54746021e-01  -1.52701056e-01  -1.37225194e-01
    7.04449574e-04   1.39284125e-01]
 [  1.74997373e-01   2.33742612e-01   8.76046861e-02   1.25689887e-01
   -6.53722190e-02  -2.55356164e-01  -7.99827501e-02  -8.98102804e-02
   -1.12954710e-01   1.50407969e-01]
 [  2.75530808e-02  -1.59725960e-01   8.92838749e-02   1.92682438e-01
   -2.98815368e-02  -1.67970639e-02  -1.01112239e-01   4.55988164e-02
    1.27078466e-01  -1.67790239e-01]
 [  6.67368137e-02   4.08254204e-02   1.00163222e-01  -6.20536855e-02
   -1.75837651e-01   2.21554870e-01   2.17456069e-02   7.08185931e-02
    1.44429872e-01  -3.25446422e-01]
 [  2.35632323e-01  -1.40132199e-01  -1.71117287e-02  -2.63806915e-01
    3.63250743e-01  -8.60473241e-02  -8.10337579e-02   1.69246370e-01
    1.36685734e-01  -2.57708212e-01]
 [ -2.03556715e-01  -1.07859013e-01   1.28843268e-03  -6.91941815e-03
    3.13549130e-01  -1.66408998e-01  -1.40990759e-01   1.35316364e-01
    3.45093431e-01  -2.30590108e-01]
 [  2.28686229e-01  -3.12843467e-03  -1.10732854e-01   1.61605847e-01
    2.11326876e-01  -1.53945158e-01  -1.04713307e-01  -9.20944002e-02
    2.85948541e-02  -8.68130325e-02]
 [ -2.83410923e-01  -1.73858080e-01   2.68222294e-01  -3.01923304e-03
   -9.32336753e-02   8.58210137e-02   1.24397650e-01   1.73418864e-01
   -1.28206297e-02  -8.62670370e-02]
 [  1.16843421e-01   3.99545415e-03   2.47081742e-01  -2.27429899e-01
    2.58241569e-03   8.89387268e-02   1.03452560e-01   1.71415852e-01
    9.11470917e-02  -9.80988279e-02]
 [  1.33897232e-01   8.60661725e-02  -9.46411978e-02  -1.09038833e-01
   -1.86344915e-01   1.99080520e-01   6.67023507e-02  -1.90901270e-01
   -1.10459575e-01   8.64242781e-03]
 [ -1.77585366e-01   1.14544240e-01  -1.86527742e-01  -7.55752088e-02
   -2.86180130e-01   6.41408050e-02   1.66777869e-01   1.07985106e-01
    2.64671391e-02   3.56425391e-02]
 [  2.55304293e-02   7.89863313e-02   9.78059325e-04   5.64557868e-02
   -5.97030512e-02   1.58595898e-01  -2.95049908e-01  -5.09650805e-02
   -3.66411475e-02  -1.61914223e-01]
 [  1.62009246e-02   2.50359181e-03   2.04263030e-01  -1.51688971e-01
   -5.89697105e-02  -1.96151906e-01   1.36588172e-01  -1.97709057e-01
    1.74641153e-02   1.51075436e-01]
 [  1.81302130e-02   2.35724723e-01   3.95763507e-01   1.98704774e-01
    1.03877887e-01   2.82879539e-02   1.03628074e-01  -7.30504207e-02
    1.47819106e-01  -3.95440709e-02]
 [  3.45688227e-02   3.23545501e-02   2.66699380e-02   8.75961000e-02
   -9.00327144e-02  -1.09377167e-01   9.82112142e-02  -1.56569869e-01
    5.39386696e-02   1.15993659e-01]
 [ -5.73036369e-02   2.03508923e-01   2.78047595e-01  -1.14679410e-01
   -4.25251793e-02  -3.30385139e-02  -2.11196261e-02   9.78518195e-02
   -2.43993159e-01   1.01479288e-02]
 [ -9.50816430e-02  -2.78964452e-03   2.03873114e-01  -3.86038959e-02
   -8.88962474e-02  -1.24111557e-01  -1.64308592e-01  -1.38575894e-01
   -2.17584719e-01   1.26947692e-02]
 [  9.60288425e-02  -2.87101453e-01   8.05711895e-02   7.86368459e-02
    4.44788567e-02   1.50813586e-01   1.86662726e-01   2.62125320e-02
   -1.08480743e-01   1.78933847e-01]]
final_inputs_run [[-1.13119073]
 [-1.14259925]
 [-1.19002255]
 ..., 
 [-0.29936375]
 [-0.18546314]
 [-0.04270988]]
final_outputs_run [[-1.13119073]
 [-1.14259925]
 [-1.19002255]
 ..., 
 [-0.29936375]
 [-0.18546314]
 [-0.04270988]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
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Progress: 1.2% ... Training loss: 0.588 ... Validation loss: 0.978[-0.46770756]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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1       0        0 -1.438475  0.895513  -1.553844         1         0   
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final_inputs_run [[-1.11311726]
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 ..., 
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final_outputs_run [[-1.11311726]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
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15446          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15460          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
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16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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16857          0          1          0          0          0          0   
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16859          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16866          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
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[1440 rows x 56 columns]
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   -2.41193283e-01   3.45040436e-04]
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   -5.15756584e-02  -2.49655756e-02   5.70595331e-02   6.92285872e-02
   -1.82414368e-01   1.45263017e-01]
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   -8.54186855e-02  -1.73727453e-01]
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   -8.65430357e-02   1.60290522e-01]
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    2.41391838e-01   8.22713112e-02]
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   -1.23116707e-01  -2.34487056e-02  -1.07591580e-02   1.00230349e-01
   -9.66496244e-02   2.22282202e-01]
 [  1.73456813e-01   1.91935886e-01  -7.46119283e-02   2.37465795e-01
   -1.77987113e-01  -3.80034336e-02  -4.82878867e-02   1.43955484e-01
    1.05287131e-01   3.20368600e-01]
 [ -1.94998937e-01   5.61891370e-02  -1.81437352e-01   1.13266296e-01
   -2.04367990e-01  -1.13422302e-01  -1.40200101e-01   3.91948134e-02
    1.15954271e-01  -2.20316250e-01]
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   -1.42146322e-01  -6.54662596e-02   9.63190957e-02  -1.90374169e-02
   -1.84582803e-01   1.10083447e-01]
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   -2.79239693e-01  -7.77580052e-02   1.86350814e-01  -9.58685714e-02
   -1.14321120e-01   8.79961453e-02]
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    2.66345295e-01  -2.28551987e-02]
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   -6.14792713e-02  -7.44072050e-02]
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   -1.51241098e-01  -2.69669411e-01]
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   -1.13743135e-03   6.09867036e-02  -6.21735795e-02  -9.34202223e-02
   -5.59426108e-03  -4.38781019e-02]
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   -1.37868108e-02  -1.67692228e-01]
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   -1.54013838e-01  -3.69014334e-02]
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   -1.05965005e-01   6.00206087e-02  -1.01064084e-01   6.13472147e-02
    2.28482549e-02   3.67683429e-02]
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    1.56115094e-01  -1.54886052e-01  -1.52878573e-01  -1.37070770e-01
    7.57817793e-04   1.38974314e-01]
 [  1.75065933e-01   2.33815476e-01   8.75847658e-02   1.25697510e-01
   -6.53548856e-02  -2.55349618e-01  -7.99347716e-02  -8.98447559e-02
   -1.12968648e-01   1.50497129e-01]
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   -3.02912162e-02  -1.67088986e-02  -1.01009294e-01   4.55060963e-02
    1.27048995e-01  -1.67619603e-01]
 [  6.62556300e-02   4.03562240e-02   1.00605625e-01  -6.25288911e-02
   -1.74316811e-01   2.21242141e-01   2.13748045e-02   7.11400498e-02
    1.44536372e-01  -3.26004191e-01]
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    3.64039156e-01  -8.64066953e-02  -8.15365181e-02   1.69655415e-01
    1.36831542e-01  -2.58370545e-01]
 [ -2.03901881e-01  -1.08131784e-01   1.56726907e-03  -7.19111477e-03
    3.14471213e-01  -1.66581738e-01  -1.41195648e-01   1.35503228e-01
    3.45150303e-01  -2.30977292e-01]
 [  2.27849578e-01  -3.78691325e-03  -1.10057856e-01   1.60983416e-01
    2.12896164e-01  -1.54329253e-01  -1.05224318e-01  -9.16363544e-02
    2.87437008e-02  -8.77154174e-02]
 [ -2.83304464e-01  -1.73772661e-01   2.68148868e-01  -2.93357829e-03
   -9.34778606e-02   8.58716251e-02   1.24457221e-01   1.73363512e-01
   -1.28379127e-02  -8.61487171e-02]
 [  1.17007913e-01   4.13379617e-03   2.46971395e-01  -2.27330024e-01
    2.09197033e-03   8.90102706e-02   1.03548435e-01   1.71325412e-01
    9.11175834e-02  -9.79168723e-02]
 [  1.34023627e-01   8.61696893e-02  -9.47444465e-02  -1.08937075e-01
   -1.86686177e-01   1.99141661e-01   6.67759077e-02  -1.90967534e-01
   -1.10481093e-01   8.78869388e-03]
 [ -1.77251561e-01   1.14849745e-01  -1.86820592e-01  -7.52872550e-02
   -2.87071217e-01   6.43246984e-02   1.66986255e-01   1.07786039e-01
    2.64063624e-02   3.60577914e-02]
 [  2.53520829e-02   7.87354748e-02   1.23022040e-03   5.62111444e-02
   -5.90354838e-02   1.58444036e-01  -2.95238208e-01  -5.08103716e-02
   -3.65849142e-02  -1.62153646e-01]
 [  1.60632585e-02   2.46750071e-03   2.04295447e-01  -1.51723111e-01
   -5.93247178e-02  -1.96222662e-01   1.36536210e-01  -1.97683170e-01
    1.74750657e-02   1.51079959e-01]
 [  1.78921594e-02   2.35507394e-01   3.95978342e-01   1.98443347e-01
    1.04718496e-01   2.81171350e-02   1.03417641e-01  -7.28827486e-02
    1.47885301e-01  -3.98793636e-02]
 [  3.49586150e-02   3.26462320e-02   2.63970720e-02   8.78864111e-02
   -9.11468031e-02  -1.09213390e-01   9.84096367e-02  -1.56753041e-01
    5.38854226e-02   1.16404157e-01]
 [ -5.72641257e-02   2.03520518e-01   2.78016288e-01  -1.14628721e-01
   -4.26906145e-02  -3.30277173e-02  -2.11210440e-02   9.78619943e-02
   -2.43995114e-01   1.02007517e-02]
 [ -9.54222120e-02  -3.07197447e-03   2.04236496e-01  -3.88769291e-02
   -8.85595667e-02  -1.24303038e-01  -1.64608922e-01  -1.38324988e-01
   -2.17493698e-01   1.23484272e-02]
 [  9.55924111e-02  -2.87435926e-01   8.09329316e-02   7.82916270e-02
    4.50248258e-02   1.50577390e-01   1.86373728e-01   2.64646113e-02
   -1.08394012e-01   1.78406546e-01]]
final_inputs_run [[ 0.158751  ]
 [ 0.31589184]
 [ 0.51039324]
 ..., 
 [ 0.22167056]
 [-0.0455772 ]
 [-0.07072493]]
final_outputs_run [[ 0.158751  ]
 [ 0.31589184]
 [ 0.51039324]
 ..., 
 [ 0.22167056]
 [-0.0455772 ]
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Progress: 1.2% ... Training loss: 0.588 ... Validation loss: 0.963[ 0.89269279]
[-0.50763853]
[-0.16665884]
[ 1.56869995]
[ 1.24815456]
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[ 1.31324755]
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[ 0.06419538]
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[ 1.13141889]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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final_inputs_run [[-1.10682507]
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 ..., 
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final_outputs_run [[-1.10682507]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
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16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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15435          0  
15436          0  
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[1440 rows x 56 columns]
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    1.05204611e-01   3.20880368e-01]
 [ -1.94509274e-01   5.66612267e-02  -1.81933955e-01   1.13755498e-01
   -2.05961295e-01  -1.13134834e-01  -1.39856251e-01   3.88783644e-02
    1.15846368e-01  -2.19681664e-01]
 [  9.40793136e-02  -3.65657436e-02  -8.86002893e-02  -8.83731322e-02
   -1.43606638e-01  -6.51882457e-02   9.66401355e-02  -1.93486046e-02
   -1.84677571e-01   1.10714929e-01]
 [  1.21925816e-01  -1.59289885e-01  -3.54110731e-02  -1.06185507e-01
   -2.81396326e-01  -7.73651224e-02   1.86804819e-01  -9.62957656e-02
   -1.14463175e-01   8.88965912e-02]
 [ -3.16214386e-02   9.39904362e-02  -9.84029151e-02   3.75146451e-02
    1.52529847e-02   7.17620531e-02   4.31463335e-02   1.52406109e-01
    2.66260940e-01  -2.22735109e-02]
 [ -1.34537595e-01  -1.88644632e-01  -3.29233755e-02  -1.96612570e-01
    2.98179670e-01  -4.34446308e-03   1.57425351e-01   2.27543096e-03
   -6.14254918e-02  -7.47344531e-02]
 [ -2.83691360e-01  -2.82965492e-01  -7.39153331e-02  -1.22523334e-02
    1.40504566e-01  -6.79396063e-02  -1.70509621e-01   9.92892035e-02
   -1.50967803e-01  -2.71397100e-01]
 [  1.94014617e-01   2.33729920e-01   6.33058712e-03  -3.27379710e-02
   -3.29007406e-04   6.08206949e-02  -6.23664405e-02  -9.32388028e-02
   -5.53469589e-03  -4.42533619e-02]
 [  4.42662888e-02   1.89986123e-02  -2.18529398e-01   1.04486886e-01
    1.43586767e-01  -5.92938672e-02   1.73614304e-01   2.05862683e-02
   -1.37847471e-02  -1.67703858e-01]
 [  2.40553404e-02   1.70724222e-01   1.50457276e-01  -3.88643306e-02
   -2.30540429e-01  -1.68133043e-02  -1.61034761e-02   7.53686338e-02
   -1.53927121e-01  -3.74320909e-02]
 [  1.25274185e-01   1.88231374e-02  -9.16426374e-03  -9.74565289e-02
   -1.05713134e-01   5.99857394e-02  -1.01105181e-01   6.13903114e-02
    2.28606518e-02   3.67009515e-02]
 [ -1.44906037e-01   1.65658648e-01   1.23007853e-01   4.10517917e-02
    1.55993444e-01  -1.54838669e-01  -1.52807766e-01  -1.37134762e-01
    7.36764996e-04   1.39101084e-01]
 [  1.75201351e-01   2.33978718e-01   8.74760526e-02   1.25836314e-01
   -6.56495527e-02  -2.55256222e-01  -7.98061895e-02  -8.99622455e-02
   -1.13008356e-01   1.50701269e-01]
 [  2.76078353e-02  -1.59668579e-01   8.92590209e-02   1.92727540e-01
   -2.99579396e-02  -1.67662168e-02  -1.01075160e-01   4.55674676e-02
    1.27068526e-01  -1.67749412e-01]
 [  6.58610311e-02   4.00006119e-02   1.00972960e-01  -6.28765005e-02
   -1.73235122e-01   2.21022543e-01   2.11217724e-02   7.13691104e-02
    1.44612465e-01  -3.26472019e-01]
 [  2.34392466e-01  -1.41176703e-01  -1.60886622e-02  -2.64627265e-01
    3.65333198e-01  -8.66588569e-02  -8.18841642e-02   1.69969444e-01
    1.36938922e-01  -2.58940933e-01]
 [ -2.04606891e-01  -1.08724528e-01   2.17019167e-03  -7.79788557e-03
    3.16032714e-01  -1.66935493e-01  -1.41642855e-01   1.35909889e-01
    3.45280863e-01  -2.31815258e-01]
 [  2.27340879e-01  -4.18683448e-03  -1.09600666e-01   1.60550843e-01
    2.14007266e-01  -1.54583776e-01  -1.05550204e-01  -9.13277142e-02
    2.88467067e-02  -8.83112755e-02]
 [ -2.83292433e-01  -1.73791878e-01   2.68165931e-01  -2.94778994e-03
   -9.34407430e-02   8.58645023e-02   1.24435253e-01   1.73379151e-01
   -1.28316651e-02  -8.61653347e-02]
 [  1.17156804e-01   4.28656317e-03   2.46825411e-01  -2.27187124e-01
    1.61833943e-03   8.91019087e-02   1.03653267e-01   1.71224751e-01
    9.10841434e-02  -9.77075570e-02]
 [  1.34159057e-01   8.62809109e-02  -9.48402537e-02  -1.08841146e-01
   -1.86987105e-01   1.99211582e-01   6.68554126e-02  -1.91042654e-01
   -1.10506110e-01   8.93873110e-03]
 [ -1.77001299e-01   1.15086413e-01  -1.87055955e-01  -7.50645961e-02
   -2.87904661e-01   6.44613058e-02   1.67165542e-01   1.07613322e-01
    2.63491330e-02   3.63792312e-02]
 [  2.58455483e-02   7.91377642e-02   8.35447503e-04   5.66241559e-02
   -6.06183450e-02   1.58692155e-01  -2.94969156e-01  -5.10695750e-02
   -3.66618954e-02  -1.61563470e-01]
 [  1.55302487e-02   2.00448544e-03   2.04784814e-01  -1.52198542e-01
   -5.78734088e-02  -1.96504137e-01   1.36214386e-01  -1.97372697e-01
    1.75784567e-02   1.50421165e-01]
 [  1.82365102e-02   2.35844688e-01   3.95688727e-01   1.98755246e-01
    1.03869985e-01   2.83051438e-02   1.03640775e-01  -7.30915925e-02
    1.47812400e-01  -3.94178857e-02]
 [  3.48345672e-02   3.25840641e-02   2.66061220e-02   8.77279104e-02
   -9.11896375e-02  -1.09277886e-01   9.83060730e-02  -1.56693103e-01
    5.39096974e-02   1.16228536e-01]
 [ -5.67217645e-02   2.03907051e-01   2.77585742e-01  -1.14146031e-01
   -4.42802115e-02  -3.27491806e-02  -2.08504942e-02   9.75892670e-02
   -2.44076215e-01   1.08592416e-02]
 [ -9.63043943e-02  -3.78466730e-03   2.04950287e-01  -3.95705306e-02
   -8.60686881e-02  -1.24716059e-01  -1.65094230e-01  -1.37844046e-01
   -2.17338539e-01   1.13240809e-02]
 [  9.53114240e-02  -2.87630671e-01   8.11595083e-02   7.80747240e-02
    4.56306086e-02   1.50441694e-01   1.86209279e-01   2.66184929e-02
   -1.08342451e-01   1.78073820e-01]]
final_inputs_run [[ 0.17242364]
 [ 0.32740315]
 [ 0.52180329]
 ..., 
 [ 0.23407994]
 [-0.03429018]
 [-0.06128346]]
final_outputs_run [[ 0.17242364]
 [ 0.32740315]
 [ 0.52180329]
 ..., 
 [ 0.23407994]
 [-0.03429018]
 [-0.06128346]]
Progress: 1.2% ... Training loss: 0.587 ... Validation loss: 0.957[ 0.02863627]
[-0.0358776]
[ 1.29910372]
[-0.42578211]
[-0.17987122]
[ 0.03379798]
[-0.62512769]
[-1.3894275]
[ 1.4079039]
[ 0.20606349]
[-0.26223395]
[ 1.13895959]
[-1.21296161]
[-0.30008154]
[ 0.01497219]
[ 0.36589991]
[-0.93592716]
[-0.54916657]
[-0.86199155]
[-0.24380171]
[ 0.4866166]
[-0.70485586]
[-0.07682962]
[ 0.40651219]
[-0.68005238]
[-0.50737856]
[-0.40500979]
[ 1.68473519]
[-0.07807741]
[ 1.47379169]
[ 0.68087399]
[-0.1503276]
[-0.22593242]
[ 0.87900949]
[ 0.1715134]
[-0.2031894]
[-0.38101149]
[-0.04279186]
[-1.18004836]
[-0.45230007]
[-0.757967]
[-0.8826183]
[ 0.95980605]
[ 0.25673327]
[ 0.62516679]
[-0.27368035]
[-0.3670295]
[ 0.96247797]
[ 0.36344639]
[-0.38162695]
[-0.68515555]
[-0.40718296]
[ 1.29680446]
[-0.12190929]
[ 1.03606949]
[-1.05826411]
[ 0.87269774]
[-0.01551356]
[-0.30371482]
[ 1.16415192]
[ 0.12841433]
[-0.01482739]
[-0.2715888]
[-0.10241613]
[ 0.0470332]
[-0.28999351]
[-0.15657371]
[-0.12267948]
[-0.71946382]
[ 0.76581504]
[-0.02935822]
[-0.46166224]
[ 0.68612694]
[-0.54315553]
[ 1.33584535]
[-0.34367672]
[-0.58128538]
[-0.76039442]
[-0.60857702]
[-0.05322756]
[ 0.24404746]
[ 0.19742948]
[ 0.33270304]
[ 0.81885908]
[-0.41779271]
[-0.05743798]
[ 1.78093955]
[ 0.28771089]
[ 0.63841634]
[ 2.37071165]
[-0.32316542]
[-0.72867677]
[ 1.68643623]
[-0.44264217]
[ 0.84100006]
[-0.93118734]
[ 1.53452071]
[ 0.60323193]
[ 0.06644633]
[ 0.4866166]
[-0.30398375]
[-0.42253315]
[ 0.08220903]
[-0.0240422]
[ 1.61902765]
[-0.49355224]
[ 1.94001802]
[ 1.08169828]
[-0.47700974]
[ 0.13926949]
[ 0.68444563]
[ 0.80834437]
[-0.09727455]
[ 0.40144967]
[ 0.78352313]
[ 0.45779799]
[ 0.3593564]
[-0.02765678]
[-0.68568585]
[ 0.77583601]
[ 0.01391492]
[-0.29574417]
[-0.3871514]
[-0.31710951]
[-0.70200288]
[-0.3606766]
[ 0.3092195]
[-0.14317058]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
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15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
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16852   1        0 -0.711414  1.932159  -0.821460         0         0   
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    2.89893998e-02  -8.91008722e-02]
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   -9.32170958e-02   8.58211815e-02   1.24383949e-01   1.73426383e-01
   -1.28156000e-02  -8.62585865e-02]
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    3.50995281e-04   8.93552448e-02   1.03945915e-01   1.70947724e-01
    9.09901985e-02  -9.71365965e-02]
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   -1.86883534e-01   1.99192521e-01   6.68336013e-02  -1.91023048e-01
   -1.10498981e-01   8.89512482e-03]
 [ -1.76633881e-01   1.15385291e-01  -1.87367872e-01  -7.47555849e-02
   -2.88941066e-01   6.46505713e-02   1.67371992e-01   1.07407904e-01
    2.62800843e-02   3.68112827e-02]
 [  2.49578513e-02   7.83729445e-02   1.66394929e-03   5.58758496e-02
   -5.85379601e-02   1.58207549e-01  -2.95534278e-01  -5.05359357e-02
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    1.76239182e-02   1.50169173e-01]
 [  1.80304632e-02   2.35611062e-01   3.95771680e-01   1.98573915e-01
    1.03919623e-01   2.81635262e-02   1.03415599e-01  -7.29239734e-02
    1.47876090e-01  -3.95599969e-02]
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    5.40084257e-02   1.15543827e-01]
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 [  9.51440923e-02  -2.87740725e-01   8.13068078e-02   7.79140308e-02
    4.57464354e-02   1.50312234e-01   1.86030726e-01   2.67546331e-02
   -1.08288364e-01   1.77859764e-01]]
final_inputs_run [[ 0.22327656]
 [ 0.38244764]
 [ 0.57784494]
 ..., 
 [ 0.28589431]
 [ 0.01414904]
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final_outputs_run [[ 0.22327656]
 [ 0.38244764]
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 ..., 
 [ 0.28589431]
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Progress: 1.2% ... Training loss: 0.592 ... Validation loss: 0.936[ 0.7995312]
[ 0.23513917]
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[ 0.53832766]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
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15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
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15429         0         1             0    ...          0      0      0   
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15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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1              1  
2              1  
3              1  
4              1  
5              1  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.39022960e-01  -1.82173322e-01   1.01562647e-01  -1.44610953e-01
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 [ -1.42071512e-01   8.62222670e-02  -1.29507421e-01   6.45572631e-02
    2.61354971e-01  -1.23845962e-01  -1.90024669e-01   3.70172322e-02
   -2.41491919e-01   1.99793487e-03]
 [ -1.46843889e-01   5.94066968e-02   9.47471909e-04  -1.36632530e-01
   -5.35959282e-02  -2.46426315e-02   5.74164449e-02   6.88786355e-02
   -1.82530238e-01   1.45963604e-01]
 [  2.54206122e-01  -2.15295697e-01  -8.69367846e-02   7.78901424e-02
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    2.54151640e-01   2.43839109e-02]
 [ -9.15570584e-02   1.50524995e-01  -5.12058550e-02   2.60373059e-02
    1.19160959e-01  -9.63577118e-02   1.75581184e-03  -2.90622408e-02
    4.57637863e-02   1.35947044e-01]
 [  8.52749147e-02   1.43392087e-01  -1.99912209e-02  -4.66908846e-03
    6.19248936e-02  -3.86674238e-02  -2.50757901e-01   2.49187630e-01
   -1.41268135e-01  -2.56796103e-02]
 [ -2.82721275e-02   2.95462889e-01  -1.19123734e-01   4.01059063e-02
    6.73460216e-02  -4.91826493e-02  -8.09183223e-02  -2.64762491e-01
   -8.16945961e-02  -1.27441294e-01]
 [ -6.85052597e-02   1.44456076e-01  -9.43199702e-02  -2.95399127e-01
   -1.75653613e-01  -3.09684543e-01   4.36853074e-02  -8.22027210e-02
   -8.54571240e-02  -1.73225222e-01]
 [  7.51825146e-02   1.90927110e-02  -6.53394038e-02  -9.79601558e-02
   -1.03979227e-01  -3.05686930e-02   6.15927184e-02   4.28548164e-02
   -1.74928958e-03   9.99397839e-02]
 [ -1.87932324e-01  -1.39741458e-02   1.93246821e-02   9.88082097e-02
   -1.77174315e-01   8.73449626e-02   5.45193347e-02   2.09486986e-01
    1.34072343e-01  -1.31681335e-02]
 [ -1.21944009e-01   1.68906412e-01   2.19650220e-01   9.82352488e-03
    2.63357946e-02   5.15904194e-02   1.21795027e-01  -1.49578928e-01
    1.92332913e-01  -3.16881929e-02]
 [  2.05286982e-01  -6.37560999e-02  -1.99353247e-02  -2.13345365e-01
    3.82113495e-04   1.55952538e-01  -3.97211898e-02  -2.74630152e-02
    1.06034255e-01   7.85801789e-02]
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   -6.46989950e-03  -6.79344245e-02]
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    2.11276396e-01   1.92264396e-01]
 [  1.12344384e-01   1.94149877e-01   2.86925073e-02  -5.36549716e-02
    2.23383310e-02   2.11763213e-01  -5.09507444e-02  -2.20682700e-01
   -8.64132531e-02   1.59463084e-01]
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    1.15376907e-01   6.97671902e-02]
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   -2.08104944e-01   1.52147854e-01   1.56582586e-01  -3.34599950e-02
    2.41039752e-01   8.43982941e-02]
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   -1.29780857e-01  -2.22496779e-02  -9.35987446e-03   9.88750091e-02
   -9.71294468e-02   2.25092532e-01]
 [  1.74369517e-01   1.92597157e-01  -7.53688283e-02   2.38201880e-01
   -1.80428731e-01  -3.75569989e-02  -4.77691884e-02   1.43450514e-01
    1.05114572e-01   3.21366466e-01]
 [ -1.93675508e-01   5.73608699e-02  -1.82664434e-01   1.14470205e-01
   -2.08361609e-01  -1.12710179e-01  -1.39352482e-01   3.83812693e-02
    1.15679187e-01  -2.18690630e-01]
 [  9.53419136e-02  -3.55196470e-02  -8.96840233e-02  -8.73297542e-02
   -1.47010688e-01  -6.45569260e-02   9.73484948e-02  -2.00925866e-02
   -1.84938602e-01   1.12165220e-01]
 [  1.23480924e-01  -1.58040027e-01  -3.67029712e-02  -1.04934304e-01
   -2.85638771e-01  -7.66109523e-02   1.87670152e-01  -9.71813125e-02
   -1.14775647e-01   9.06445852e-02]
 [ -3.10514346e-02   9.44638580e-02  -9.88963263e-02   3.79886612e-02
    1.36114503e-02   7.20464626e-02   4.34694620e-02   1.52077620e-01
    2.66153976e-01  -2.16119965e-02]
 [ -1.34568953e-01  -1.88665721e-01  -3.28972593e-02  -1.96632419e-01
    2.98231571e-01  -4.36140191e-03   1.57411252e-01   2.29109606e-03
   -6.14212971e-02  -7.47642785e-02]
 [ -2.84710305e-01  -2.83841950e-01  -7.30528447e-02  -1.31169600e-02
    1.43519912e-01  -6.84569392e-02  -1.71131300e-01   9.98916267e-02
   -1.50758276e-01  -2.72653033e-01]
 [  1.93299695e-01   2.33172434e-01   6.92799017e-03  -3.33131798e-02
    1.46542635e-03   6.04767573e-02  -6.27658119e-02  -9.28405122e-02
   -5.39428616e-03  -4.50528505e-02]
 [  4.39998411e-02   1.87598072e-02  -2.18272960e-01   1.04220015e-01
    1.44422682e-01  -5.94527387e-02   1.73426007e-01   2.07494478e-02
   -1.37317855e-02  -1.68045389e-01]
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   -2.30086304e-01  -1.69178376e-02  -1.62149906e-02   7.54676315e-02
   -1.53899217e-01  -3.76287478e-02]
 [  1.24872369e-01   1.85242812e-02  -8.83930846e-03  -9.77510268e-02
   -1.04690938e-01   5.97697403e-02  -1.01338331e-01   6.16201483e-02
    2.29462711e-02   3.62452434e-02]
 [ -1.45062524e-01   1.65603930e-01   1.23102933e-01   4.09798279e-02
    1.56499742e-01  -1.54893114e-01  -1.52836798e-01  -1.37092312e-01
    7.54630880e-04   1.39021788e-01]
 [  1.74817124e-01   2.33732939e-01   8.76766133e-02   1.25597042e-01
   -6.51491018e-02  -2.55447866e-01  -8.00170667e-02  -8.97719658e-02
   -1.12941626e-01   1.50312277e-01]
 [  2.80245945e-02  -1.59370503e-01   8.89464451e-02   1.93064384e-01
   -3.08141740e-02  -1.65627454e-02  -1.00822961e-01   4.53261168e-02
    1.26982710e-01  -1.67290869e-01]
 [  6.52963085e-02   3.95467846e-02   1.01473429e-01  -6.33489216e-02
   -1.71804135e-01   2.20692617e-01   2.07440024e-02   7.17116088e-02
    1.44736511e-01  -3.27041738e-01]
 [  2.31877116e-01  -1.43121820e-01  -1.39874345e-02  -2.66414576e-01
    3.70234948e-01  -8.79101861e-02  -8.34163374e-02   1.71398723e-01
    1.37466780e-01  -2.61633097e-01]
 [ -2.07240960e-01  -1.11238612e-01   4.62493326e-03  -1.02026872e-02
    3.22173868e-01  -1.68402884e-01  -1.43533095e-01   1.37688192e-01
    3.45905073e-01  -2.34980673e-01]
 [  2.25747146e-01  -5.52147125e-03  -1.08230057e-01   1.59251493e-01
    2.17627637e-01  -1.55352357e-01  -1.06539038e-01  -9.03641553e-02
    2.91845646e-02  -9.00928830e-02]
 [ -2.83352258e-01  -1.73846972e-01   2.68222383e-01  -2.99518536e-03
   -9.32749427e-02   8.58273649e-02   1.24390305e-01   1.73417609e-01
   -1.28182982e-02  -8.62418147e-02]
 [  1.18035408e-01   5.00845350e-03   2.46164340e-01  -2.26502146e-01
   -7.30652691e-04   8.95351897e-02   1.04154456e-01   1.70740417e-01
    9.09130907e-02  -9.67159380e-02]
 [  1.34270206e-01   8.63735738e-02  -9.49448722e-02  -1.08758569e-01
   -1.87296143e-01   1.99268141e-01   6.69215888e-02  -1.91112214e-01
   -1.10530595e-01   9.07388412e-03]
 [ -1.76339471e-01   1.15660751e-01  -1.87664912e-01  -7.44834696e-02
   -2.89579460e-01   6.48130560e-02   1.67560644e-01   1.07208148e-01
    2.62090790e-02   3.71753791e-02]
 [  2.53368796e-02   7.86873751e-02   1.32596705e-03   5.61865747e-02
   -5.97161421e-02   1.58393157e-01  -2.95305526e-01  -5.07567304e-02
   -3.65492059e-02  -1.62050477e-01]
 [  1.57649168e-02   2.18919127e-03   2.04575251e-01  -1.51984025e-01
   -5.88230302e-02  -1.96456686e-01   1.36303277e-01  -1.97490990e-01
    1.75386831e-02   1.50682547e-01]
 [  1.83067356e-02   2.35768823e-01   3.95556771e-01   1.98782656e-01
    1.02767222e-01   2.82571115e-02   1.03503255e-01  -7.30458916e-02
    1.47832006e-01  -3.92507231e-02]
 [  3.38290563e-02   3.18643809e-02   2.74420055e-02   8.69680864e-02
   -8.92114824e-02  -1.09710812e-01   9.77061638e-02  -1.56146560e-01
    5.40916165e-02   1.15175480e-01]
 [ -5.67133582e-02   2.03807894e-01   2.77695878e-01  -1.14071528e-01
   -4.53045306e-02  -3.27872649e-02  -2.09846880e-02   9.76473213e-02
   -2.44030594e-01   1.08786675e-02]
 [ -9.59254272e-02  -3.50378897e-03   2.04676007e-01  -3.92597201e-02
   -8.70990704e-02  -1.24543094e-01  -1.64930156e-01  -1.38015133e-01
   -2.17389139e-01   1.17401744e-02]
 [  9.58702286e-02  -2.87169017e-01   8.07123437e-02   7.85239049e-02
    4.37428737e-02   1.50660052e-01   1.86397357e-01   2.63451817e-02
   -1.08431181e-01   1.78667380e-01]]
final_inputs_run [[-1.11722061]
 [-1.12921531]
 [-1.17425351]
 ..., 
 [-0.2761421 ]
 [-0.15482657]
 [ 0.0058483 ]]
final_outputs_run [[-1.11722061]
 [-1.12921531]
 [-1.17425351]
 ..., 
 [-0.2761421 ]
 [-0.15482657]
 [ 0.0058483 ]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
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Progress: 1.2% ... Training loss: 0.586 ... Validation loss: 0.943[-0.00704986]
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[-0.03281894]
[ 0.4500968]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
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26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
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15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
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15422          0          0          1          0          0          0   
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15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
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15427          0          0          0          1          0          0   
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15429          0          0          0          1          0          0   
15430          0          0          0          1          0          0   
15431          0          0          0          1          0          0   
15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
12             1  
13             1  
14             1  
15             1  
16             1  
17             1  
18             1  
19             1  
20             1  
21             1  
22             1  
23             1  
24             0  
25             0  
26             0  
27             0  
28             0  
29             0  
...          ...  
15405          0  
15406          0  
15407          0  
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15410          0  
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15417          0  
15418          0  
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15421          0  
15422          0  
15423          0  
15424          0  
15425          0  
15426          0  
15427          0  
15428          0  
15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[-0.3388637  -0.18204019  0.10148627 -0.14460676  0.42560656 -0.09908567
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final_inputs_run [[-1.12278756]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
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15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
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16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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15435          0  
15436          0  
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[1440 rows x 56 columns]
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 [ 0.04415198  0.01889009 -0.21840493  0.10434427  0.14387502 -0.05938009
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 [-0.145164    0.16556523  0.12317568  0.04091778  0.15659177 -0.1549438
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 [ 0.17444298  0.23344902  0.08800069  0.12528267 -0.06420934 -0.25562733
  -0.0802128  -0.08956965 -0.11287444  0.14992213]
 [ 0.02787133 -0.15943127  0.08914424  0.19293619 -0.03081468 -0.01666511
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 [ 0.06488168  0.03915823  0.10188724 -0.06370807 -0.17097677  0.22041997
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 [ 0.23150635 -0.14342058 -0.01367612 -0.26670605  0.37122058 -0.08809914
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 [-0.20751891 -0.11155609  0.00489059 -0.0105254   0.32290271 -0.16859434
  -0.14377835  0.1379141   0.34597478 -0.23535582]
 [ 0.22556994 -0.00563455 -0.10810119  0.15914171  0.21806849 -0.15543235
  -0.10662996 -0.09027453  0.02921548 -0.09025406]
 [-0.28324623 -0.17374421  0.26811946 -0.00289251 -0.09354508  0.08588355
   0.12446241  0.17334547 -0.0128433  -0.08609973]
 [ 0.11807611  0.00504931  0.24612343 -0.22647253 -0.00084964  0.08955466
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 [ 0.13456912  0.08660988 -0.09518727 -0.10853418 -0.18812198  0.19940578
   0.06708011 -0.1912659  -0.11058676  0.00941846]
 [-0.17583753  0.11610774 -0.18812987 -0.0740447  -0.29103038  0.06508418
   0.16786592  0.10690375  0.02610086  0.03779495]
 [ 0.02602203  0.07931022  0.0006723   0.05676547 -0.06180092  0.15875892
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 [ 0.01590183  0.00232746  0.20441847 -0.15191155 -0.05910073 -0.1964144
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 [ 0.01817281  0.23562603  0.39574372  0.19857667  0.10320915  0.0281539
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 [-0.05631253  0.20414038  0.27740163 -0.11378549 -0.04633403 -0.03261548
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 [-0.09591371 -0.00352065  0.2046743  -0.03927532 -0.08733413 -0.12457622
  -0.16496251 -0.13798595 -0.21737925  0.01173188]
 [ 0.0951773  -0.28770513  0.08138717  0.0779411   0.0447782   0.15021874
   0.18587795  0.02682449 -0.10825157  0.17786355]]
final_inputs_run [[ 0.18784772]
 [ 0.34701176]
 [ 0.54560234]
 ..., 
 [ 0.2488189 ]
 [-0.02990098]
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final_outputs_run [[ 0.18784772]
 [ 0.34701176]
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 ..., 
 [ 0.2488189 ]
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Progress: 1.2% ... Training loss: 0.584 ... Validation loss: 0.944[ 0.79742279]
[-0.55958765]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
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15410         0         1             1    ...          0      0      0   
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15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
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9              1  
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...          ...  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.38519169e-01  -1.81662132e-01   1.01360002e-01  -1.44338862e-01
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   -2.36751425e-02  -7.61553628e-02   1.60661543e-02   1.24615263e-01
    5.20787939e-02   2.26418908e-02]
 [ -1.77470675e-01  -1.40944458e-02  -7.37485985e-02  -5.63586685e-02
    2.53976206e-01   7.24444576e-02  -3.65185168e-02   1.93148647e-01
   -6.75267160e-02   7.17812631e-02]
 [ -1.07475498e-01  -1.01258900e-01  -5.19351682e-02  -8.05929877e-02
   -4.69967746e-02  -6.82312721e-02   2.81109329e-01   9.23087509e-02
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 [ -1.41739409e-01   8.65640813e-02  -1.29848304e-01   6.48426496e-02
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   -2.41529276e-01   2.37843730e-03]
 [ -1.46096161e-01   6.00272872e-02   2.99520726e-04  -1.36012353e-01
   -5.57650528e-02  -2.42641594e-02   5.78593093e-02   6.84465014e-02
   -1.82683590e-01   1.46825472e-01]
 [  2.54206122e-01  -2.15295697e-01  -8.69367846e-02   7.78901424e-02
    1.56658926e-01   4.18979766e-02  -5.65925811e-02  -6.10837860e-02
    2.54151640e-01   2.43839109e-02]
 [ -9.12397498e-02   1.50811739e-01  -5.14687413e-02   2.63191388e-02
    1.18211924e-01  -9.61929259e-02   1.93916987e-03  -2.92465528e-02
    4.57002922e-02   1.36343596e-01]
 [  8.62356178e-02   1.44105041e-01  -2.06874362e-02  -3.98530708e-03
    5.92355185e-02  -3.82029812e-02  -2.50258300e-01   2.48687459e-01
   -1.41445428e-01  -2.46266172e-02]
 [ -2.77983896e-02   2.95944172e-01  -1.19498468e-01   4.05247368e-02
    6.58794796e-02  -4.89283252e-02  -8.06037494e-02  -2.65063090e-01
   -8.17978138e-02  -1.26864722e-01]
 [ -6.78944233e-02   1.44951362e-01  -9.48233857e-02  -2.94956624e-01
   -1.77455965e-01  -3.09447201e-01   4.39974061e-02  -8.25238379e-02
   -8.55707697e-02  -1.72564413e-01]
 [  7.63739629e-02   2.00601822e-02  -6.63005131e-02  -9.69880407e-02
   -1.07463393e-01  -3.00127080e-02   6.22455815e-02   4.21967498e-02
   -1.96992450e-03   1.01321772e-01]
 [ -1.87579985e-01  -1.36349415e-02   1.90641653e-02   9.89986633e-02
   -1.78837177e-01   8.75092995e-02   5.46326615e-02   2.09370146e-01
    1.34015237e-01  -1.27938668e-02]
 [ -1.22311797e-01   1.68532207e-01   2.20024840e-01   9.45114525e-03
    2.71481337e-02   5.13726829e-02   1.21531220e-01  -1.49324766e-01
    1.92421256e-01  -3.20978879e-02]
 [  2.06694172e-01  -6.25643381e-02  -2.10911051e-02  -2.12222568e-01
   -3.40965586e-03   1.56652754e-01  -3.89214467e-02  -2.82485305e-02
    1.05760066e-01   8.01962606e-02]
 [  4.20662919e-02   3.72522781e-02  -2.65191833e-01  -2.19823242e-01
    3.18478067e-01  -9.80394836e-02   1.13547136e-01   5.39424095e-02
   -6.41198583e-03  -6.81073929e-02]
 [ -1.54449828e-01   9.92582056e-02  -2.30058042e-01   6.42664954e-02
    2.02206667e-01  -6.32292519e-02   6.13858339e-02  -9.73391684e-02
    2.11451364e-01   1.91143631e-01]
 [  1.11210971e-01   1.93257694e-01   2.96097729e-02  -5.45785246e-02
    2.55810435e-02   2.11179247e-01  -5.16109226e-02  -2.20035595e-01
   -8.61845939e-02   1.58241239e-01]
 [ -1.25313727e-02  -3.07977954e-02  -7.16532019e-03  -1.47519162e-01
    1.98567596e-01   2.65206827e-02   3.18475336e-02  -1.28871566e-01
    1.15377467e-01   6.97876639e-02]
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   -2.11334548e-01   1.52756173e-01   1.57248094e-01  -3.41378357e-02
    2.40813019e-01   8.57798029e-02]
 [ -1.11021394e-02  -6.10613300e-02  -1.72508980e-01   1.75180920e-01
   -1.32607343e-01  -2.17587950e-02  -8.78657316e-03   9.83087927e-02
   -9.73234138e-02   2.26228258e-01]
 [  1.75020038e-01   1.93135295e-01  -7.59170862e-02   2.38733610e-01
   -1.82242432e-01  -3.72262899e-02  -4.73885859e-02   1.43100007e-01
    1.04987741e-01   3.22092722e-01]
 [ -1.91938137e-01   5.88572788e-02  -1.84236861e-01   1.15977321e-01
   -2.13297642e-01  -1.11829149e-01  -1.38330607e-01   3.73542542e-02
    1.15324174e-01  -2.16654937e-01]
 [  9.60661407e-02  -3.48977029e-02  -9.03078124e-02  -8.67381589e-02
   -1.49102859e-01  -6.42061829e-02   9.77729119e-02  -2.05221199e-02
   -1.85087106e-01   1.13006242e-01]
 [  1.24592164e-01  -1.57205625e-01  -3.75966293e-02  -1.04090339e-01
   -2.88680566e-01  -7.60591488e-02   1.88274284e-01  -9.77968669e-02
   -1.14990154e-01   9.19017850e-02]
 [ -3.07762110e-02   9.47027171e-02  -9.91380733e-02   3.82145347e-02
    1.28135525e-02   7.21874965e-02   4.36296696e-02   1.51924915e-01
    2.66100971e-01  -2.12854884e-02]
 [ -1.35415753e-01  -1.89350260e-01  -3.22053065e-02  -1.97340746e-01
    3.00708832e-01  -4.78396576e-03   1.56920805e-01   2.78179149e-03
   -6.12460068e-02  -7.56743892e-02]
 [ -2.86281425e-01  -2.85193425e-01  -7.16487419e-02  -1.44866019e-02
    1.47808811e-01  -6.92949615e-02  -1.72130758e-01   1.00853683e-01
   -1.50421323e-01  -2.74548116e-01]
 [  1.93315532e-01   2.33191691e-01   6.92337004e-03  -3.33074723e-02
    1.41840062e-03   6.04854032e-02  -6.27520854e-02  -9.28546740e-02
   -5.39873576e-03  -4.50565924e-02]
 [  4.44147496e-02   1.91124029e-02  -2.18635181e-01   1.04559996e-01
    1.43221617e-01  -5.92605984e-02   1.73663543e-01   2.05114637e-02
   -1.38157069e-02  -1.67558078e-01]
 [  2.39814325e-02   1.70737596e-01   1.50502028e-01  -3.88778529e-02
   -2.30609526e-01  -1.68476317e-02  -1.61212768e-02   7.53762561e-02
   -1.53931101e-01  -3.74460576e-02]
 [  1.24955865e-01   1.86267631e-02  -8.88214917e-03  -9.77282315e-02
   -1.04637240e-01   5.98181431e-02  -1.01245160e-01   6.15670540e-02
    2.29237835e-02   3.63349298e-02]
 [ -1.45305286e-01   1.65439637e-01   1.23331240e-01   4.07849908e-02
    1.56811869e-01  -1.55025758e-01  -1.52970699e-01  -1.36960746e-01
    8.01663190e-04   1.38744152e-01]
 [  1.74543970e-01   2.33526952e-01   8.79242771e-02   1.25349900e-01
   -6.44056507e-02  -2.55581982e-01  -8.01605941e-02  -8.96230812e-02
   -1.12891905e-01   1.50024786e-01]
 [  2.80588419e-02  -1.59283367e-01   8.90079773e-02   1.93081443e-01
   -3.13289486e-02  -1.65731398e-02  -1.00825234e-01   4.53190794e-02
    1.26986161e-01  -1.67263823e-01]
 [  6.44030792e-02   3.87204662e-02   1.02312260e-01  -6.41225535e-02
   -1.69713529e-01   2.20155041e-01   2.01208510e-02   7.23207426e-02
    1.44947795e-01  -3.28082885e-01]
 [  2.30464820e-01  -1.44264283e-01  -1.27213292e-02  -2.67574984e-01
    3.73050192e-01  -8.86415360e-02  -8.42987719e-02   1.72238004e-01
    1.37753407e-01  -2.63287959e-01]
 [ -2.08227568e-01  -1.12180915e-01   5.58725124e-03  -1.10966977e-02
    3.24385456e-01  -1.68971989e-01  -1.44250860e-01   1.38376361e-01
    3.46128807e-01  -2.36239254e-01]
 [  2.25242446e-01  -5.87884225e-03  -1.07788582e-01   1.58819047e-01
    2.18760865e-01  -1.55613655e-01  -1.06870481e-01  -9.00470145e-02
    2.92965605e-02  -9.06603314e-02]
 [ -2.83189250e-01  -1.73691737e-01   2.68068278e-01  -2.84178247e-03
   -9.37134708e-02   8.59153373e-02   1.24499224e-01   1.73310199e-01
   -1.28555002e-02  -8.60278318e-02]
 [  1.18838488e-01   5.69331206e-03   2.45555502e-01  -2.25874568e-01
   -3.04811772e-03   8.99439639e-02   1.04647422e-01   1.70265983e-01
    9.07462881e-02  -9.57741812e-02]
 [  1.34683123e-01   8.67129371e-02  -9.53039368e-02  -1.08445578e-01
   -1.88354796e-01   1.99474466e-01   6.71573726e-02  -1.91339723e-01
   -1.10613413e-01   9.56821223e-03]
 [ -1.75597218e-01   1.16307015e-01  -1.88334195e-01  -7.38398275e-02
   -2.91694518e-01   6.52099064e-02   1.68010811e-01   1.06761736e-01
    2.60519786e-02   3.80852277e-02]
 [  2.65997079e-02   7.97737267e-02   2.29930073e-04   5.72400175e-02
   -6.34033220e-02   1.59037692e-01  -2.94599432e-01  -5.14665162e-02
   -3.67960044e-02  -1.60662919e-01]
 [  1.56866444e-02   2.15894347e-03   2.04668588e-01  -1.52079167e-01
   -5.89039120e-02  -1.96557078e-01   1.36201244e-01  -1.97418873e-01
    1.75655433e-02   1.50675797e-01]
 [  1.86775122e-02   2.36070326e-01   3.95324683e-01   1.98993225e-01
    1.02083415e-01   2.84412281e-02   1.03696139e-01  -7.32413302e-02
    1.47766453e-01  -3.87861233e-02]
 [  3.37091859e-02   3.17400987e-02   2.76401440e-02   8.68703389e-02
   -8.99032556e-02  -1.09782686e-01   9.76131981e-02  -1.56063469e-01
    5.40980004e-02   1.15010304e-01]
 [ -5.49422534e-02   2.05321341e-01   2.76242177e-01  -1.12649216e-01
   -5.01239402e-02  -3.18899846e-02  -1.99267868e-02   9.66508903e-02
   -2.44390957e-01   1.29754490e-02]
 [ -9.54930262e-02  -3.15184091e-03   2.04311513e-01  -3.89411272e-02
   -8.86477986e-02  -1.24384355e-01  -1.64732877e-01  -1.38200480e-01
   -2.17453295e-01   1.21943507e-02]
 [  9.50116897e-02  -2.87889908e-01   8.16922545e-02   7.76770791e-02
    4.44272794e-02   1.50084415e-01   1.85669823e-01   2.69851154e-02
   -1.08186691e-01   1.77590653e-01]]
final_inputs_run [[-1.16782304]
 [-1.17963712]
 [-1.22642752]
 ..., 
 [-0.30907248]
 [-0.18839109]
 [-0.02919164]]
final_outputs_run [[-1.16782304]
 [-1.17963712]
 [-1.22642752]
 ..., 
 [-0.30907248]
 [-0.18839109]
 [-0.02919164]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
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Progress: 1.2% ... Training loss: 0.581 ... Validation loss: 0.958[ 0.2677125]
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[-1.2468093]
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[ 1.37964653]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
15426          0          0          1          0          0          0   
15427          0          0          0          1          0          0   
15428          0          0          0          1          0          0   
15429          0          0          0          1          0          0   
15430          0          0          0          1          0          0   
15431          0          0          0          1          0          0   
15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
12             1  
13             1  
14             1  
15             1  
16             1  
17             1  
18             1  
19             1  
20             1  
21             1  
22             1  
23             1  
24             0  
25             0  
26             0  
27             0  
28             0  
29             0  
...          ...  
15405          0  
15406          0  
15407          0  
15408          0  
15409          0  
15410          0  
15411          0  
15412          0  
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15415          0  
15416          0  
15417          0  
15418          0  
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15420          0  
15421          0  
15422          0  
15423          0  
15424          0  
15425          0  
15426          0  
15427          0  
15428          0  
15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[-0.33902331 -0.18217581  0.10192104 -0.14473481  0.42302241 -0.09934297
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 [ 0.06382337  0.03822475  0.10276802 -0.0645653  -0.16814349  0.21985153
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 [ 0.13496405  0.08696193 -0.09552908 -0.10821902 -0.18912227  0.199622
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final_inputs_run [[-1.18701262]
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 ..., 
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final_outputs_run [[-1.18701262]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
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...          ...  
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16866          0  
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16869          0  
16870          0  
16871          0  
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16873          0  
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[1440 rows x 56 columns]
self.weights_input_to_hidden [[-0.33902331 -0.18217581  0.10192104 -0.14473481  0.42302241 -0.09934297
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 [-0.28737041 -0.28612454 -0.07073084 -0.01538394  0.15066581 -0.06984861
  -0.1728119   0.10147052 -0.15021189 -0.27583841]
 [ 0.1932167   0.23310727  0.00701474 -0.03340776  0.00172255  0.06042831
  -0.06281996 -0.09279036 -0.00537736 -0.04519398]
 [ 0.04460425  0.01929336 -0.21881198  0.10472602  0.14300608 -0.05915676
   0.17379882  0.02039837 -0.01385696 -0.16736498]
 [ 0.02416872  0.17089819  0.15036319 -0.03872274 -0.231015   -0.01674795
  -0.01600287  0.07526728 -0.15396786 -0.03721855]
 [ 0.12495751  0.0186291  -0.00887743 -0.09772933 -0.1046231   0.05981957
  -0.10125127  0.06157098  0.02292538  0.03632992]
 [-0.14521383  0.16553268  0.12327097  0.04086965  0.15656257 -0.15497688
  -0.15291269 -0.13701902  0.00078432  0.13887254]
 [ 0.17396667  0.23300329  0.08843547  0.12484902 -0.0629993  -0.25589841
  -0.08054451 -0.08928    -0.11277339  0.14929258]
 [ 0.02816198 -0.15920663  0.08894534  0.19315349 -0.03162133 -0.01653112
  -0.10077634  0.04527425  0.12697229 -0.1671566 ]
 [ 0.06382337  0.03822475  0.10276802 -0.0645653  -0.16814349  0.21985153
   0.01976648  0.07265599  0.14506018 -0.32860459]
 [ 0.22981507 -0.14483612 -0.01208854 -0.26808261  0.37404772 -0.08902564
  -0.0847762   0.17265578  0.13789936 -0.26406534]
 [-0.20862353 -0.11255748  0.00595541 -0.01146758  0.32524338 -0.16918096
  -0.1445072   0.13860855  0.34620521 -0.23672485]
 [ 0.2250159  -0.00602595 -0.10763071  0.15867019  0.21911289 -0.15571377
  -0.10699236 -0.08993994  0.02933216 -0.09086592]
 [-0.28314943 -0.17365569  0.26804519 -0.0028072  -0.09388006  0.08593439
   0.12452119  0.17329277 -0.01286367 -0.08598598]
 [ 0.11878741  0.00564691  0.24559887 -0.22591842 -0.00291229  0.08991883
   0.10461858  0.17029523  0.09075563 -0.09582973]
 [ 0.13496405  0.08696193 -0.09552908 -0.10821902 -0.18912227  0.199622
   0.06733219 -0.19150449 -0.11066817  0.0098845 ]
 [-0.17534148  0.11651054 -0.18854423 -0.07363206 -0.292419    0.06534145
   0.16815347  0.1066346   0.02600771  0.0383794 ]
 [ 0.02562922  0.07893984  0.00102987  0.05647123 -0.06113978  0.15852211
  -0.29519008 -0.05091333 -0.03660894 -0.16160957]
 [ 0.01565168  0.00212494  0.20474889 -0.15209949 -0.05919898 -0.19657852
   0.1361446  -0.19737608  0.01758696  0.15064978]
 [ 0.01880094  0.23618016  0.39522663  0.19910267  0.10137251  0.02851855
   0.10380943 -0.07334379  0.1477325  -0.03859495]
 [ 0.03407266  0.03205578  0.02732016  0.08716375 -0.09046442 -0.10960401
   0.09783103 -0.15627954  0.05403359  0.11540471]
 [-0.05419549  0.20592348  0.27569566 -0.11208801 -0.05196866 -0.03149859
  -0.01949084  0.09626806 -0.2445238   0.01380917]
 [-0.09526617 -0.00300814  0.20426674 -0.03876449 -0.08979267 -0.12434035
  -0.1647274  -0.13823291 -0.21745685  0.01239713]
 [ 0.09522318 -0.28780518  0.08156902  0.07780356  0.0438111   0.1501663
   0.18572703  0.02693324 -0.10820261  0.17774804]]
final_inputs_run [[ 0.14494734]
 [ 0.30066164]
 [ 0.50200125]
 ..., 
 [ 0.20095448]
 [-0.08294303]
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final_outputs_run [[ 0.14494734]
 [ 0.30066164]
 [ 0.50200125]
 ..., 
 [ 0.20095448]
 [-0.08294303]
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Progress: 1.2% ... Training loss: 0.580 ... Validation loss: 0.961[-0.00212331]
[-0.92852369]
[-0.56430457]
[-0.86618084]
[-0.24287284]
[ 0.16802407]
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[ 0.257031]
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[ 1.69413521]
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[ 0.21242623]
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[-0.14572209]
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[ 0.04173116]
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[-1.04818274]
[ 0.29552508]
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[-0.41969636]
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[ 0.25278978]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
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21             0          0          0          0          0          0   
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23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
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27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
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15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
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15420          0          0          1          0          0          0   
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15422          0          0          1          0          0          0   
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15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
12             1  
13             1  
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15             1  
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24             0  
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...          ...  
15405          0  
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15427          0  
15428          0  
15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[-0.33802126 -0.18121372  0.10092202 -0.14367681  0.41923319 -0.0987915
  -0.13219448  0.02014547 -0.01223891 -0.32777812]
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 [ 0.36011456  0.00775259  0.0647271  -0.15291622 -0.35380542  0.27941221
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final_inputs_run [[-1.21816232]
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 ..., 
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final_outputs_run [[-1.21816232]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
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16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
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16854          0          1          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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16870          0  
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16874          0  

[1440 rows x 56 columns]
self.weights_input_to_hidden [[-0.33802126 -0.18121372  0.10092202 -0.14367681  0.41923319 -0.0987915
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 [ 0.13455351  0.32926495 -0.35281263  0.31789577 -0.37757552  0.07914838
  -0.03104758 -0.07744173  0.04406501  0.26907438]
 [-0.22169458  0.04451129  0.11610748 -0.0527349  -0.01649082 -0.01270818
  -0.06873966 -0.00344864 -0.14276088 -0.02254375]
 [ 0.36011456  0.00775259  0.0647271  -0.15291622 -0.35380542  0.27941221
   0.03780785  0.05561842  0.14969456  0.09874914]
 [-0.06457737 -0.0518911  -0.00373582  0.16538061 -0.01266074 -0.28043828
   0.00985935 -0.04467198  0.11664404  0.08914881]
 [ 0.21747029  0.09307754  0.0862288   0.08331949 -0.03047138 -0.07519891
   0.01711391  0.12362335  0.05176024  0.02509269]
 [-0.17731348 -0.01397422 -0.07377388 -0.0562134   0.25293877  0.07250548
  -0.03648792  0.19309172 -0.06753691  0.07194914]
 [-0.10492814 -0.09908386 -0.0539692  -0.07821486 -0.05661023 -0.06697688
   0.28241636  0.09102502  0.19753883 -0.00931227]
 [-0.14158188  0.08675837 -0.13002535  0.06500484  0.25980289 -0.12366131
  -0.1897712   0.03674142 -0.24157024  0.00273695]
 [-0.14676595  0.05946768  0.00089337 -0.13658716 -0.05431261 -0.02460406
   0.05743691  0.06881501 -0.18255216  0.14602555]
 [ 0.25420612 -0.2152957  -0.08693678  0.07789014  0.15665893  0.04189798
  -0.05659258 -0.06108379  0.25415164  0.02438391]
 [-0.09082766  0.15112837 -0.05176589  0.02663262  0.1171151  -0.09600129
   0.0021529  -0.02945302  0.04563757  0.13680855]
 [ 0.08576033  0.14370066 -0.02024391 -0.00440104  0.06039604 -0.03847724
  -0.25057818  0.24898823 -0.14134574 -0.02518347]
 [-0.02765845  0.29609381 -0.11961487  0.0406496   0.06549589 -0.04885522
  -0.08052306 -0.26515664 -0.0818182  -0.12661901]
 [-0.06768678  0.14509537 -0.09499173 -0.29473912 -0.17805844 -0.30935167
   0.04405752 -0.08260236 -0.08558792 -0.17231773]
 [ 0.07557165  0.01945669 -0.06564753 -0.09760232 -0.10555768 -0.03039896
   0.061816    0.04260414 -0.00183639  0.10049672]
 [-0.18666074 -0.01278687  0.0182459   0.09982266 -0.18179156  0.08800574
   0.05520566  0.20883514  0.13384089 -0.01155389]
 [-0.12116245  0.16955268  0.21906697  0.01046914  0.02387045  0.05199344
   0.12224476 -0.15000059  0.19220673 -0.03061123]
 [ 0.20727271 -0.0620444  -0.02170987 -0.21165758 -0.00584944  0.15692767
  -0.03860762 -0.0285621   0.10566378  0.08102957]
 [ 0.04202108  0.03715959 -0.26508578 -0.21984995  0.31808505 -0.09805322
   0.11349417  0.05400553 -0.00639499 -0.06818146]
 [-0.15445521  0.09922469 -0.22993568  0.06426546  0.20151244 -0.06326627
   0.06130199 -0.09729349  0.21147441  0.19109734]
 [ 0.11121441  0.19325094  0.02960784 -0.05457836  0.02557593  0.21118091
  -0.05160823 -0.22003788 -0.08618528  0.15823944]
 [-0.01257832 -0.03084599 -0.00712875 -0.14755888  0.19871389  0.02649739
   0.03182039 -0.12884483  0.11538778  0.0697451 ]
 [ 0.1105938   0.00340486 -0.1918658  -0.21864813 -0.21388675  0.15324936
   0.1578081  -0.03466092  0.2406455   0.08690598]
 [-0.00986249 -0.06003094 -0.17348867  0.17617199 -0.13595996 -0.02113711
  -0.00804876  0.09763568 -0.09754519  0.22768665]
 [ 0.17567567  0.19363542 -0.07643495  0.23926395 -0.18405134 -0.03690618
  -0.04702855  0.14277387  0.10487955  0.32285437]
 [-0.19017609  0.0603365  -0.1857125   0.11747933 -0.21810754 -0.11091261
  -0.13726156  0.03637489  0.11500866 -0.21458139]
 [ 0.09660496 -0.03445085 -0.09074488 -0.08627754 -0.15061432 -0.06393882
   0.09808919 -0.02081748 -0.18518218  0.11363195]
 [ 0.12527032 -0.15662977 -0.03815624 -0.10353096 -0.29059624 -0.07572842
   0.18866444 -0.09816136 -0.11511077  0.09271391]
 [-0.03020131  0.09515251 -0.0995944   0.03867905  0.01123867  0.07246546
   0.04395919  0.15162577  0.26600709 -0.02066598]
 [-0.13577105 -0.18963471 -0.03193283 -0.19763356  0.30155042 -0.00494762
   0.15674906  0.00296155 -0.06118889 -0.07606636]
 [-0.28720711 -0.28598552 -0.07088202 -0.01523764  0.15027153 -0.06975556
  -0.17270219  0.10137317 -0.1502443  -0.27563919]
 [ 0.19306074  0.23296248  0.00716849 -0.03356637  0.00226535  0.06033724
  -0.0629275  -0.09269594 -0.00534475 -0.04540578]
 [ 0.0447019   0.0193735  -0.21889008  0.10479564  0.14281313 -0.05910866
   0.17384947  0.02034527 -0.01387315 -0.16724245]
 [ 0.02424814  0.17102054  0.15032109 -0.03865811 -0.231153   -0.01668901
  -0.01591215  0.07518535 -0.15399616 -0.03706409]
 [ 0.12522175  0.01885442 -0.0090825  -0.09751226 -0.10537235  0.05994343
  -0.10110368  0.06143387  0.02288438  0.03664453]
 [-0.14550397  0.16534343  0.12348363  0.04066337  0.1574299  -0.15510734
  -0.15304333 -0.13689711  0.00082513  0.13859441]
 [ 0.17415132  0.23314701  0.08833236  0.12496683 -0.06343878 -0.25581583
  -0.08044034 -0.08937546 -0.11280446  0.14950436]
 [ 0.02821266 -0.1591677   0.08890715  0.19319081 -0.03173006 -0.01650739
  -0.10074459  0.04524738  0.12696323 -0.16710132]
 [ 0.06381029  0.0382153   0.10278279 -0.06458015 -0.16812235  0.2198429
   0.01975584  0.07266523  0.1450633  -0.32862653]
 [ 0.22722239 -0.14693675 -0.01021084 -0.269947    0.37961381 -0.09031725
  -0.08639362  0.17406996  0.13837246 -0.26680144]
 [-0.20888369 -0.11280782  0.00620949 -0.01171843  0.3258353  -0.16934829
  -0.14470267  0.13877293  0.34625956 -0.23704394]
 [ 0.22498918 -0.00604193 -0.1076092   0.1586487   0.21915503 -0.15572882
  -0.10700976 -0.08992479  0.02933763 -0.09089624]
 [-0.28312645 -0.17359469  0.26802564 -0.00276049 -0.09406602  0.08597338
   0.12457078  0.17325208 -0.01287852 -0.08590718]
 [ 0.11874054  0.00561005  0.24563874 -0.2259542  -0.0028123   0.08989472
   0.10458843  0.17032072  0.09076465 -0.09587753]
 [ 0.13504418  0.08703282 -0.09559576 -0.10814898 -0.18934166  0.19966337
   0.06737991 -0.1915488  -0.11068211  0.00998088]
 [-0.17437207  0.11740031 -0.18938283 -0.07278074 -0.29534665  0.06586969
   0.16876178  0.10607087  0.0258248   0.03957924]
 [ 0.02613543  0.07929834  0.00069047  0.05680354 -0.0625527   0.15873983
  -0.29496058 -0.05114483 -0.03667418 -0.16110358]
 [ 0.01605472  0.00260645  0.204335   -0.15168535 -0.06055048 -0.19634579
   0.13646283 -0.1976801   0.01748737  0.15131862]
 [ 0.01881386  0.23625086  0.39507096  0.19927935  0.10030103  0.0285181
   0.1037883  -0.07337405  0.14773421 -0.038408  ]
 [ 0.03383227  0.03190254  0.02749104  0.0869978  -0.08991326 -0.10970479
   0.09769599 -0.15616401  0.05407644  0.11517755]
 [-0.0539437   0.2061023   0.27548021 -0.11183729 -0.05272767 -0.03136252
  -0.01938533  0.09616056 -0.24455685  0.01413369]
 [-0.0950736  -0.00268843  0.20404181 -0.03847705 -0.0907942  -0.12416485
  -0.1644999  -0.13843219 -0.21752367  0.01281895]
 [ 0.09546558 -0.28763966  0.08138255  0.07799567  0.04313118  0.15028873
   0.18586419  0.02681843 -0.10824278  0.17803096]]
final_inputs_run [[ 0.11195813]
 [ 0.26536639]
 [ 0.46673839]
 ..., 
 [ 0.16500822]
 [-0.11890521]
 [-0.14360537]]
final_outputs_run [[ 0.11195813]
 [ 0.26536639]
 [ 0.46673839]
 ..., 
 [ 0.16500822]
 [-0.11890521]
 [-0.14360537]]
Progress: 1.2% ... Training loss: 0.581 ... Validation loss: 0.978[-0.36693383]
[-0.5651469]
[ 0.32395811]
[ 0.05209835]
[-1.44095124]
[-0.49447211]
[-0.48013659]
[ 1.15478065]
[ 0.25407944]
[-0.17914273]
[ 0.41800028]
[-0.80867839]
[-0.04890448]
[ 0.28996989]
[ 1.24466911]
[ 1.15541961]
[ 2.43340049]
[ 0.18900483]
[-0.67389488]
[ 0.27245044]
[-0.16259494]
[-0.65060256]
[ 0.45816372]
[-0.00702164]
[ 0.12200183]
[ 0.69055417]
[-0.26560956]
[-0.21727538]
[-0.23214018]
[ 0.31679555]
[ 0.08389174]
[-0.83585945]
[ 1.02138311]
[-0.04116322]
[-0.11262854]
[ 0.37902064]
[ 0.55096844]
[-0.22042115]
[-0.88707607]
[ 2.46367009]
[ 0.08630442]
[-0.31875105]
[-1.11355645]
[ 0.8004014]
[-1.23740156]
[ 0.43074691]
[-0.23866289]
[ 0.70651956]
[-0.46050469]
[ 0.49796749]
[ 0.1539043]
[ 0.16198823]
[ 0.45610858]
[-1.1117139]
[-0.39660936]
[ 0.39023221]
[-0.26854176]
[ 1.01549858]
[-0.4295515]
[-0.59768697]
[ 0.57153827]
[-0.4602532]
[ 0.21495002]
[ 0.8638822]
[-0.47096693]
[-0.76882769]
[ 1.39451694]
[ 2.71880326]
[ 1.00192484]
[-0.48495241]
[ 0.05483398]
[-0.1685403]
[ 1.75275324]
[-1.11057607]
[ 0.12222708]
[ 1.00168948]
[ 0.23411509]
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[ 0.88968866]
[ 0.53316245]
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[ 0.10022784]
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[ 0.09601159]
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[ 1.22927306]
[ 0.63154738]
[-0.34306439]
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[ 0.07994233]
[ 0.49361997]
[ 2.05145578]
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[ 0.15004122]
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[ 0.40665969]
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[ 2.3350265]
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[ 0.11372813]
[ 0.68071854]
[ 0.29121832]
[-0.07593212]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
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15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
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15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
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15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
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16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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Progress: 1.2% ... Training loss: 0.578 ... Validation loss: 0.963[-1.03681064]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
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28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
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15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
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10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
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15405         0         1             0    ...          0      0      0   
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15407         0         1             0    ...          0      0      0   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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8              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
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15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
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11             1  
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24             0  
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...          ...  
15405          0  
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15418          0  
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15421          0  
15422          0  
15423          0  
15424          0  
15425          0  
15426          0  
15427          0  
15428          0  
15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[-0.33976748 -0.18265166  0.10240372 -0.14499508  0.42238637 -0.09968505
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
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final_inputs_run [[ 0.12182005]
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 ..., 
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final_outputs_run [[ 0.12182005]
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 ..., 
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Progress: 1.3% ... Training loss: 0.578 ... Validation loss: 0.969[ 0.10372557]
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[-0.13184232]
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[ 0.22510488]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
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15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
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15422          0          0          1          0          0          0   
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15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
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15427          0          0          0          1          0          0   
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15429          0          0          0          1          0          0   
15430          0          0          0          1          0          0   
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15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
12             1  
13             1  
14             1  
15             1  
16             1  
17             1  
18             1  
19             1  
20             1  
21             1  
22             1  
23             1  
24             0  
25             0  
26             0  
27             0  
28             0  
29             0  
...          ...  
15405          0  
15406          0  
15407          0  
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15410          0  
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15418          0  
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15422          0  
15423          0  
15424          0  
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15426          0  
15427          0  
15428          0  
15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[-0.34098492 -0.18364915  0.10344198 -0.14593973  0.42460167 -0.10030381
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
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16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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15435          0  
15436          0  
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[1440 rows x 56 columns]
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 [ 0.1254453   0.01910334 -0.00927334 -0.09728958 -0.10609757  0.06008019
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 [-0.14542356  0.16541501  0.12344185  0.04073045  0.15726973 -0.15508657
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 [ 0.17488993  0.23385266  0.08775731  0.12561081 -0.06528257 -0.25546254
  -0.07994241 -0.08981422 -0.11294424  0.15045649]
 [ 0.02858597 -0.1588374   0.08866619  0.19350594 -0.03246212 -0.01628856
  -0.10046635  0.04501579  0.12688656 -0.1666972 ]
 [ 0.06264125  0.03723399  0.10380903 -0.06557346 -0.16504412  0.21921418
   0.01903781  0.07330872  0.14526739 -0.32999355]
 [ 0.22509122 -0.14873325 -0.00856764 -0.27145369  0.38348653 -0.09148435
  -0.08788891  0.17523518  0.13878034 -0.26914279]
 [-0.21179328 -0.11552287  0.00877081 -0.01428528  0.33246131 -0.17095233
  -0.14676136  0.1404896   0.34682314 -0.24059843]
 [ 0.22317603 -0.00759053 -0.10606644  0.15704864  0.22362006 -0.15663703
  -0.10818914 -0.08889648  0.02966465 -0.09306927]
 [-0.28337129 -0.17379679  0.2682407  -0.0030175  -0.09327674  0.08582695
   0.12443006  0.17336899 -0.01283641 -0.08619877]
 [ 0.11855744  0.00547711  0.2458026  -0.22612525 -0.00219647  0.08980034
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 [ 0.13539994  0.08730751 -0.09587797 -0.10790239 -0.1903178   0.19984418
   0.06758415 -0.19172713 -0.11073713  0.01037374]
 [-0.17315785  0.11863049 -0.19055589 -0.07159529 -0.29949637  0.06662524
   0.16963332  0.10532282  0.0255851   0.04130444]
 [ 0.02630688  0.07946157  0.00060371  0.05699921 -0.06372566  0.15881526
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 [ 0.01561301  0.00228103  0.20474742 -0.15214031 -0.05955281 -0.19653146
   0.13620338 -0.19747174  0.01755359  0.15086196]
 [ 0.0197469   0.237022    0.39449912  0.19991951  0.09822861  0.02896563
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 [-0.05433252  0.20559167  0.27596252 -0.11219658 -0.05292067 -0.03171787
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 [-0.09541696 -0.00306021  0.20455274 -0.03882177 -0.09080101 -0.1243833
  -0.16484151 -0.13815183 -0.2174285   0.01230919]
 [ 0.09511844 -0.28788073  0.08161374  0.07776098  0.04360546  0.1501363
   0.18567323  0.02699507 -0.1081856   0.17774532]]
final_inputs_run [[ 0.14467324]
 [ 0.30039315]
 [ 0.50014405]
 ..., 
 [ 0.20047689]
 [-0.08553655]
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final_outputs_run [[ 0.14467324]
 [ 0.30039315]
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 ..., 
 [ 0.20047689]
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Progress: 1.3% ... Training loss: 0.576 ... Validation loss: 0.958[-1.14691536]
[ 0.0593167]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
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23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
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26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
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15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
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15420          0          0          1          0          0          0   
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15422          0          0          1          0          0          0   
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15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
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24             0  
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...          ...  
15405          0  
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15428          0  
15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[-0.34024168 -0.18304044  0.10294141 -0.14520131  0.42151175 -0.09994561
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  -0.08005491 -0.08969519 -0.11290723  0.1501912 ]
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 [ 0.09497405 -0.28802234  0.08175763  0.07770159  0.04375755  0.15002455
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final_inputs_run [[-1.21880802]
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 ..., 
 [-0.35952513]
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final_outputs_run [[-1.21880802]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
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16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
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...          ...  
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16864          0  
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16866          0  
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16868          0  
16869          0  
16870          0  
16871          0  
16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
self.weights_input_to_hidden [[-0.34024168 -0.18304044  0.10294141 -0.14520131  0.42151175 -0.09994561
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  -0.07087285 -0.00170921 -0.1421397  -0.02651826]
 [ 0.35849932  0.00644281  0.06619008 -0.15433882 -0.350282    0.27849937
   0.03672026  0.05654748  0.15000937  0.09686168]
 [-0.06596257 -0.05316803 -0.00243962  0.16399734 -0.00956798 -0.28116233
   0.00867492 -0.04372462  0.11695254  0.08761533]
 [ 0.2211022   0.09622157  0.08341615  0.08657991 -0.04236267 -0.07329172
   0.01924123  0.12160915  0.05114712  0.02961908]
 [-0.17755402 -0.01420067 -0.07327784 -0.05639582  0.25271072  0.07231019
  -0.03671749  0.19328101 -0.06745426  0.07171977]
 [-0.10559764 -0.09983309 -0.05273267 -0.07888715 -0.05850687 -0.06757949
   0.28125868  0.09172985  0.19783699 -0.00984351]
 [-0.14078832  0.08752721 -0.13053275  0.06565575  0.25756334 -0.12316904
  -0.18919509  0.03627838 -0.24172065  0.00371659]
 [-0.14649909  0.05977893  0.0006068  -0.13629365 -0.0556796  -0.0244187
   0.05764421  0.06862472 -0.18260707  0.14645324]
 [ 0.25420612 -0.2152957  -0.08693678  0.07789014  0.15665893  0.04189798
  -0.05659258 -0.06108379  0.25415164  0.02438391]
 [-0.09150381  0.15052683 -0.05110859  0.02598945  0.11873442 -0.09640986
   0.0016759  -0.0290413   0.04576727  0.13589453]
 [ 0.0852522   0.14326602 -0.01977988 -0.00482756  0.06126351 -0.03877143
  -0.25094583  0.2493021  -0.1412302  -0.02573529]
 [-0.02780739  0.29599976 -0.11942055  0.04044233  0.0660274  -0.04897865
  -0.08066961 -0.26503081 -0.08177945 -0.12677678]
 [-0.06842971  0.14456686 -0.09439249 -0.29532926 -0.17627278 -0.30963176
   0.04360984 -0.08221599 -0.08547045 -0.17291921]
 [ 0.07438002  0.01834085 -0.06462901 -0.09867451 -0.10224222 -0.03101197
   0.06103191  0.04329267 -0.00161399  0.09897873]
 [-0.18537217 -0.01173381  0.01717349  0.10083563 -0.18659139  0.08859114
   0.05570608  0.2082738   0.1336824  -0.00992022]
 [-0.11775001  0.1726502   0.21626811  0.01340555  0.01547123  0.05386818
   0.12449014 -0.1519988   0.19157143 -0.02652388]
 [ 0.20684246 -0.06239939 -0.02129982 -0.2118263  -0.00649337  0.15668583
  -0.03894951 -0.02832507  0.10575671  0.08066291]
 [ 0.04171051  0.03666388 -0.26434995 -0.22019897  0.31757723 -0.09836029
   0.11304348  0.05433137 -0.00626182 -0.06867221]
 [-0.15404584  0.09963595 -0.23028422  0.06464645  0.20030999 -0.06302338
   0.06159314 -0.09754727  0.21139176  0.19167817]
 [ 0.11108404  0.1931204   0.02971203 -0.05468514  0.02587105  0.21111913
  -0.05167629 -0.21997461 -0.0861677   0.15808484]
 [-0.01315881 -0.03132116 -0.00664985 -0.14805332  0.20034941  0.02619932
   0.03149281 -0.12853245  0.11548953  0.06907441]
 [ 0.11316845  0.00564455 -0.19398856 -0.21655145 -0.22080137  0.15464116
   0.15938122 -0.03605396  0.2402127   0.09001668]
 [-0.00782342 -0.05831496 -0.1751412   0.1778696  -0.14138264 -0.02007888
  -0.00683424  0.0965451  -0.09789781  0.23003757]
 [ 0.17737063  0.19499716 -0.07777289  0.24064721 -0.18870603 -0.0360456
  -0.04604159  0.14190926  0.10459906  0.32475957]
 [-0.18786568  0.06224804 -0.18751898  0.11942442 -0.22425919 -0.1097349
  -0.13587233  0.03512596  0.11460718 -0.21182962]
 [ 0.09886398 -0.03253533 -0.09257868 -0.08437691 -0.15671794 -0.06277196
   0.0994293  -0.02201892 -0.18557246  0.11630273]
 [ 0.12685319 -0.15532741 -0.03940561 -0.10225246 -0.29488318 -0.07495551
   0.18955897 -0.09897646 -0.11537577  0.09456291]
 [-0.02947696  0.09577472 -0.10016286  0.03929992  0.00913703  0.0728386
   0.04436767  0.15126276  0.26589767 -0.01980834]
 [-0.1383054  -0.19186411 -0.02983064 -0.19985375  0.3084059  -0.00628706
   0.15522642  0.00434964 -0.06075327 -0.07912044]
 [-0.28907599 -0.28766589 -0.06931819 -0.01690377  0.15596769 -0.07069217
  -0.17391104  0.1024469  -0.14990181 -0.27796448]
 [ 0.19168307  0.23182942  0.00837994 -0.03480589  0.00583219  0.0595683
  -0.0638284  -0.09191573 -0.00508882 -0.04713009]
 [ 0.04518403  0.01993369 -0.21939485  0.10531085  0.14153051 -0.05881753
   0.17423929  0.02000575 -0.01398174 -0.16653093]
 [ 0.02452264  0.17133106  0.15020185 -0.03842374 -0.2318368  -0.01654571
  -0.01569323  0.07501257 -0.15405379 -0.03669961]
 [ 0.12549745  0.0191356  -0.00929059 -0.09727065 -0.10620416  0.0600926
  -0.10091127  0.06127709  0.02283075  0.03706243]
 [-0.14539354  0.16543281  0.12341529  0.04075573  0.15720706 -0.15507146
  -0.1529583  -0.13697049  0.00080137  0.13873905]
 [ 0.17465938  0.23365769  0.08796445  0.12540846 -0.06454591 -0.25555026
  -0.08005491 -0.08969519 -0.11290723  0.1501912 ]
 [ 0.02872815 -0.15873044  0.08855834  0.19365276 -0.03271767 -0.01620185
  -0.1003386   0.04491639  0.12684918 -0.16648643]
 [ 0.06203512  0.03672333  0.10435046 -0.06605052 -0.16363152  0.21886564
   0.01863264  0.07365693  0.14539085 -0.33067719]
 [ 0.22394844 -0.14965506 -0.00769207 -0.27228312  0.3859948  -0.09206425
  -0.08859546  0.17581021  0.13898918 -0.2704054 ]
 [-0.2128092  -0.11651359  0.00979535 -0.01519515  0.33488244 -0.17152493
  -0.14754957  0.14116697  0.34705315 -0.24189238]
 [ 0.22296135 -0.00778349 -0.10589805  0.15686211  0.22389651 -0.15675051
  -0.10833185 -0.08876959  0.02970788 -0.09328773]
 [-0.28340723 -0.17383798  0.26827634 -0.00305693 -0.09313124  0.08580146
   0.12439828  0.17339576 -0.01282685 -0.08625779]
 [ 0.11887325  0.00576892  0.24555928 -0.22586897 -0.00303997  0.08996139
   0.1046975   0.17022822  0.09072777 -0.09569369]
 [ 0.13563087  0.08752033 -0.09607299 -0.10771421 -0.19095419  0.19997027
   0.06773409 -0.19186196 -0.11078157  0.01065076]
 [-0.17298806  0.1187703  -0.19070671 -0.07144634 -0.29997167  0.06671881
   0.16973862  0.10523105  0.02555268  0.04151417]
 [ 0.02632423  0.07951462  0.00058105  0.05705597 -0.06368851  0.15888393
  -0.29483523 -0.05124879 -0.03670536 -0.16075329]
 [ 0.01633554  0.00292586  0.20416169 -0.1515027  -0.06149318 -0.19615266
   0.13669209 -0.19790542  0.01740979  0.15177109]
 [ 0.01996935  0.23719167  0.3942896   0.2001      0.09725479  0.02907464
   0.10436014 -0.07392675  0.14757173 -0.037121  ]
 [ 0.03369209  0.03194221  0.02766033  0.08688726 -0.0902621  -0.10975962
   0.09761643 -0.15613768  0.05409119  0.11508225]
 [-0.05421756  0.20571245  0.27587281 -0.11205587 -0.05343922 -0.03163115
  -0.01990536  0.09645708 -0.24441102  0.013984  ]
 [-0.09540222 -0.00310118  0.20461151 -0.03883745 -0.09073861 -0.12439597
  -0.16488942 -0.13811553 -0.21741713  0.01225789]
 [ 0.09497405 -0.28802234  0.08175763  0.07770159  0.04375755  0.15002455
   0.18555258  0.02711241 -0.10814582  0.17762333]]
final_inputs_run [[ 0.11845982]
 [ 0.27847303]
 [ 0.47962536]
 ..., 
 [ 0.17699005]
 [-0.11212041]
 [-0.1427711 ]]
final_outputs_run [[ 0.11845982]
 [ 0.27847303]
 [ 0.47962536]
 ..., 
 [ 0.17699005]
 [-0.11212041]
 [-0.1427711 ]]
Progress: 1.3% ... Training loss: 0.576 ... Validation loss: 0.968[-0.04592156]
[ 1.60738466]
[-0.27949447]
[-0.53952705]
[-0.36587495]
[-0.40196675]
[-0.2288551]
[-0.62247214]
[ 0.46334606]
[-0.47926865]
[-0.20822008]
[ 0.91898493]
[ 0.28945245]
[-0.13598803]
[-0.06880395]
[ 0.19035468]
[-0.4627706]
[-0.35879727]
[ 0.30212783]
[ 0.01219597]
[ 0.34873551]
[-0.76502142]
[-0.01857574]
[ 1.14003659]
[-0.50671275]
[-0.2089374]
[ 0.02167569]
[-0.08146379]
[ 0.54757417]
[-0.13818314]
[ 2.44232285]
[-0.39122935]
[-0.36813448]
[-0.64075338]
[-0.15487704]
[ 0.4035338]
[ 0.25045007]
[-0.46192215]
[-0.34795046]
[ 0.3194889]
[-0.65464959]
[-0.96361349]
[-0.82119276]
[ 0.30936621]
[-0.77122047]
[ 0.99202717]
[ 0.38657866]
[ 1.02278915]
[ 0.12106809]
[-0.5323916]
[-0.26728176]
[ 0.6460041]
[-0.48039896]
[ 0.02455025]
[ 0.35931697]
[-0.6935853]
[ 1.20174887]
[-0.83771371]
[-0.31273767]
[-0.80910281]
[-0.2873369]
[-0.26388979]
[-0.18838319]
[ 0.39064936]
[ 2.72656543]
[ 0.05264178]
[-0.99481393]
[-0.51283065]
[-1.24068914]
[ 0.6880822]
[ 0.33168881]
[-0.42348665]
[ 0.2711565]
[-0.25458157]
[-0.59491347]
[-1.02704647]
[-0.31682819]
[-0.24576506]
[-0.55486975]
[-0.48199846]
[ 0.78191289]
[-0.16823058]
[-0.64901673]
[ 0.43511788]
[-1.1495297]
[-0.10349664]
[-0.48199592]
[-0.6000204]
[ 0.60191044]
[ 0.86760634]
[-0.14134868]
[ 2.16811905]
[ 1.05520381]
[ 0.2323894]
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[ 1.24864789]
[-0.09091968]
[-0.66730131]
[-0.83290369]
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[ 0.0044918]
[-0.00550165]
[-0.37171511]
[ 0.29826345]
[ 1.37489966]
[-0.52344558]
[ 0.69566479]
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[ 0.66358843]
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[-1.24827804]
[-0.73500536]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
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15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
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15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
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   -1.62513749e-01   2.18574058e-01   1.82892808e-02   7.39404612e-02
    1.45487432e-01  -3.31252967e-01]
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    3.87666077e-01  -9.24816690e-02  -8.92107684e-02   1.76307088e-01
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    3.35022134e-01  -1.71562324e-01  -1.47594314e-01   1.41203457e-01
    3.47065559e-01  -2.41979333e-01]
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    2.24604866e-01  -1.56899940e-01  -1.08511939e-01  -8.86135237e-02
    2.97577960e-02  -9.36381703e-02]
 [ -2.83471501e-01  -1.73921224e-01   2.68337356e-01  -3.13575693e-03
   -9.28790597e-02   8.57409019e-02   1.24322049e-01   1.73455734e-01
   -1.28051394e-02  -8.63793457e-02]
 [  1.19149934e-01   6.00228997e-03   2.45373989e-01  -2.25677984e-01
   -3.63303149e-03   9.01097693e-02   1.04870667e-01   1.70086194e-01
    9.06801018e-02  -9.53982908e-02]
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   -1.92053733e-01   2.00187864e-01   6.79823930e-02  -1.92084131e-01
   -1.10852067e-01   1.11485995e-02]
 [ -1.72350457e-01   1.19343732e-01  -1.91234417e-01  -7.08687942e-02
   -3.01804439e-01   6.70790434e-02   1.70153494e-01   1.04873388e-01
    2.54356129e-02   4.23125414e-02]
 [  2.67138864e-02   7.98313046e-02   2.87476260e-04   5.73616465e-02
   -6.44764100e-02   1.59078203e-01  -2.94624529e-01  -5.14301317e-02
   -3.67662262e-02  -1.60339324e-01]
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    1.73746231e-02   1.52053057e-01]
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    9.51056940e-02   2.94775092e-02   1.04816370e-01  -7.43346476e-02
    1.47445157e-01  -3.61919282e-02]
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    4.40270700e-02   1.49834853e-01   1.85282865e-01   2.73296860e-02
   -1.08074433e-01   1.77249738e-01]]
final_inputs_run [[ 0.07269023]
 [ 0.2321311 ]
 [ 0.43552623]
 ..., 
 [ 0.13258766]
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final_outputs_run [[ 0.07269023]
 [ 0.2321311 ]
 [ 0.43552623]
 ..., 
 [ 0.13258766]
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Progress: 1.3% ... Training loss: 0.581 ... Validation loss: 0.993[ 0.13085311]
[-0.51041763]
[ 0.25967689]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
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15407         0         1             0    ...          0      0      0   
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15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
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15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
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9              1  
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...          ...  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.41324398e-01  -1.84025100e-01   1.04106689e-01  -1.46297463e-01
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    1.50120848e-01   9.60586614e-02]
 [ -6.80123640e-02  -5.48621510e-02  -8.20581220e-04   1.62317558e-01
   -5.76592438e-03  -2.82189240e-01   7.20208605e-03  -4.25238218e-02
    1.17322700e-01   8.53747491e-02]
 [  2.22976236e-01   9.77761380e-02   8.20835268e-02   8.80419865e-02
   -4.76237158e-02  -7.23768120e-02   2.02438697e-02   1.20708622e-01
    5.08696111e-02   3.17647703e-02]
 [ -1.78957217e-01  -1.54360329e-02  -7.21212884e-02  -5.75938318e-02
    2.55409433e-01   7.15300990e-02  -3.76386519e-02   1.94015933e-01
   -6.72361319e-02   6.99426993e-02]
 [ -1.05983137e-01  -1.00200448e-01  -5.20428262e-02  -7.93365944e-02
   -6.03223421e-02  -6.79026258e-02   2.80526905e-01   9.21944344e-02
    1.97974819e-01  -1.03460378e-02]
 [ -1.42072171e-01   8.64147202e-02  -1.29449164e-01   6.44039934e-02
    2.60880956e-01  -1.23932278e-01  -1.90115512e-01   3.70370846e-02
   -2.41513763e-01   2.02085233e-03]
 [ -1.46954142e-01   5.93563559e-02   9.57430921e-04  -1.36695629e-01
   -5.47431407e-02  -2.46700952e-02   5.73400376e-02   6.88814355e-02
   -1.82529527e-01   1.45976524e-01]
 [  2.54206122e-01  -2.15295697e-01  -8.69367846e-02   7.78901424e-02
    1.56658926e-01   4.18979766e-02  -5.65925811e-02  -6.10837860e-02
    2.54151640e-01   2.43839109e-02]
 [ -9.21733619e-02   1.49880228e-01  -5.04515636e-02   2.52616236e-02
    1.20519822e-01  -9.68686448e-02   1.13367797e-03  -2.85906335e-02
    4.58990168e-02   1.34957463e-01]
 [  8.56692298e-02   1.43541899e-01  -2.00078009e-02  -4.56761984e-03
    6.01367988e-02  -3.85900566e-02  -2.50754829e-01   2.49138444e-01
   -1.41286311e-01  -2.53399366e-02]
 [ -2.85083612e-02   2.95479969e-01  -1.18858586e-01   3.98785606e-02
    6.77806899e-02  -4.93589629e-02  -8.11141837e-02  -2.64659000e-01
   -8.16828483e-02  -1.27573563e-01]
 [ -6.92058933e-02   1.43909157e-01  -9.37875018e-02  -2.95955797e-01
   -1.74691960e-01  -3.09980537e-01   4.30472843e-02  -8.17419939e-02
   -8.53238602e-02  -1.73717879e-01]
 [  7.40487832e-02   1.81005689e-02  -6.43740374e-02  -9.88764739e-02
   -1.02146937e-01  -3.11852539e-02   6.07557250e-02   4.34892988e-02
   -1.54022889e-03   9.86846162e-02]
 [ -1.85864681e-01  -1.21561828e-02   1.75866095e-02   1.00321272e-01
   -1.85532507e-01   8.82732465e-02   5.52685661e-02   2.08608523e-01
    1.33778300e-01  -1.05464626e-02]
 [ -1.16466172e-01   1.73771255e-01   2.15342600e-01   1.44968556e-02
    1.23898708e-02   5.45565634e-02   1.25312414e-01  -1.52678559e-01
    1.91367758e-01  -2.50469678e-02]
 [  2.08217346e-01  -6.12241756e-02  -2.23710343e-02  -2.10749398e-01
   -1.02520288e-02   1.57347026e-01  -3.81678642e-02  -2.90250315e-02
    1.05542579e-01   8.23139677e-02]
 [  4.05275750e-02   3.56393627e-02  -2.63355540e-01  -2.21183956e-01
    3.19562466e-01  -9.89585859e-02   1.12236261e-01   5.49832984e-02
   -6.07074447e-03  -7.00897411e-02]
 [ -1.54462294e-01   9.92005517e-02  -2.29881383e-01   6.42523266e-02
    2.00892192e-01  -6.32831618e-02   6.12999385e-02  -9.73220907e-02
    2.11451897e-01   1.91046572e-01]
 [  1.10843135e-01   1.92939753e-01   2.98832804e-02  -5.48824271e-02
    2.64923610e-02   2.10993267e-01  -5.18204653e-02  -2.19862150e-01
   -8.61342454e-02   1.57833077e-01]
 [ -1.35482153e-02  -3.16684211e-02  -6.36171610e-03  -1.48373793e-01
    2.01292333e-01   2.59936275e-02   3.12491566e-02  -1.28326469e-01
    1.15556437e-01   6.86298811e-02]
 [  1.13963216e-01   6.37920188e-03  -1.94622019e-01  -2.15913534e-01
   -2.22961156e-01   1.55078095e-01   1.59915157e-01  -3.64986839e-02
    2.40077761e-01   9.09969751e-02]
 [ -7.37214473e-03  -5.79409370e-02  -1.75502021e-01   1.78255233e-01
   -1.42588579e-01  -1.98505796e-02  -6.56384405e-03   9.63135734e-02
   -9.79715734e-02   2.30570765e-01]
 [  1.78243055e-01   1.95668852e-01  -7.84324183e-02   2.41344034e-01
   -1.91002990e-01  -3.56227807e-02  -4.55686154e-02   1.41510037e-01
    1.04468633e-01   3.25711714e-01]
 [ -1.86814695e-01   6.31391332e-02  -1.88381403e-01   1.20325286e-01
   -2.27152975e-01  -1.09187923e-01  -1.35224472e-01   3.45592213e-02
    1.14432079e-01  -2.10569993e-01]
 [  1.00690164e-01  -3.09327895e-02  -9.40626674e-02  -8.28183204e-02
   -1.61501632e-01  -6.18503361e-02   1.00547527e-01  -2.29872203e-02
   -1.85873298e-01   1.18514788e-01]
 [  1.28062521e-01  -1.54312299e-01  -4.03729090e-02  -1.01259304e-01
   -2.98082041e-01  -7.43492727e-02   1.90270847e-01  -9.96023917e-02
   -1.15574477e-01   9.59887683e-02]
 [ -2.89678221e-02   9.62357778e-02  -1.00590340e-01   3.97542161e-02
    7.77830194e-03   7.31162173e-02   4.46875558e-02   1.50995227e-01
    2.65819422e-01  -1.92003889e-02]
 [ -1.38794444e-01  -1.92299487e-01  -2.94496702e-02  -2.00316186e-01
    3.09785975e-01  -6.55407316e-03   1.54906819e-01   4.61746089e-03
   -6.06762862e-02  -7.97214992e-02]
 [ -2.91023634e-01  -2.89393729e-01  -6.77781585e-02  -1.85727035e-02
    1.61277584e-01  -7.16965286e-02  -1.75099538e-01   1.03486504e-01
   -1.49577553e-01  -2.80353273e-01]
 [  1.90816199e-01   2.31161139e-01   9.08787682e-03  -3.55641464e-02
    8.21771058e-03   5.91022050e-02  -6.43668912e-02  -9.14679587e-02
   -4.95380046e-03  -4.81889079e-02]
 [  4.50086108e-02   1.98461980e-02  -2.19294237e-01   1.05197291e-01
    1.41884969e-01  -5.88898256e-02   1.74172485e-01   2.00842375e-02
   -1.39591255e-02  -1.66701515e-01]
 [  2.45574113e-02   1.71333568e-01   1.50225375e-01  -3.84201503e-02
   -2.31915627e-01  -1.65209110e-02  -1.56725510e-02   7.50056670e-02
   -1.54059032e-01  -3.66695762e-02]
 [  1.25373571e-01   1.90288918e-02  -9.20834033e-03  -9.73661640e-02
   -1.05891530e-01   6.00177455e-02  -1.00989148e-01   6.13437034e-02
    2.28468300e-02   3.69803805e-02]
 [ -1.45892930e-01   1.64988448e-01   1.23842190e-01   4.03038990e-02
    1.58401968e-01  -1.55345827e-01  -1.53297422e-01  -1.36680219e-01
    8.92646826e-04   1.38120348e-01]
 [  1.74365710e-01   2.33409846e-01   8.82447770e-02   1.25157379e-01
   -6.41402144e-02  -2.55729868e-01  -8.02637477e-02  -8.95336223e-02
   -1.12857502e-01   1.49801932e-01]
 [  2.89559347e-02  -1.58518001e-01   8.85105596e-02   1.93805515e-01
   -3.32530055e-02  -1.60881212e-02  -1.00226811e-01   4.48292565e-02
    1.26823021e-01  -1.66260187e-01]
 [  6.12872736e-02   3.61157022e-02   1.04960648e-01  -6.66715765e-02
   -1.61968228e-01   2.18415146e-01   1.81079612e-02   7.40831401e-02
    1.45533002e-01  -3.31527846e-01]
 [  2.21746640e-01  -1.51618826e-01  -5.85824862e-03  -2.74117025e-01
    3.90918778e-01  -9.32673203e-02  -9.01731482e-02   1.77068595e-01
    1.39387078e-01  -2.72991793e-01]
 [ -2.14753455e-01  -1.18166624e-01   1.14320806e-02  -1.68037152e-02
    3.38727113e-01  -1.72530632e-01  -1.48886365e-01   1.42236498e-01
    3.47365141e-01  -2.44113671e-01]
 [  2.21511430e-01  -9.05956172e-03  -1.04743511e-01   1.55604912e-01
    2.27366984e-01  -1.57488428e-01  -1.09251286e-01  -8.79999893e-02
    2.99382567e-02  -9.50201984e-02]
 [ -2.83641476e-01  -1.74159098e-01   2.68536623e-01  -3.36718947e-03
   -9.22835076e-02   8.55880816e-02   1.24143122e-01   1.73593974e-01
   -1.27619145e-02  -8.67091841e-02]
 [  1.19123955e-01   5.98761468e-03   2.45415484e-01  -2.25712384e-01
   -3.63214512e-03   9.00939810e-02   1.04851870e-01   1.70105219e-01
    9.06852419e-02  -9.54272698e-02]
 [  1.36064159e-01   8.78895205e-02  -9.64008605e-02  -1.07399082e-01
   -1.92063175e-01   2.00190707e-01   6.79831758e-02  -1.92085897e-01
   -1.10852488e-01   1.11594141e-02]
 [ -1.71799121e-01   1.19854393e-01  -1.91706295e-01  -7.03722550e-02
   -3.03413305e-01   6.73981354e-02   1.70524179e-01   1.04581909e-01
    2.53485066e-02   4.29881773e-02]
 [  2.73542167e-02   8.04506557e-02  -2.76406534e-04   5.79386353e-02
   -6.64902690e-02   1.59426143e-01  -2.94210726e-01  -5.17514628e-02
   -3.68594049e-02  -1.59530467e-01]
 [  1.52051443e-02   1.77933078e-03   2.05222462e-01  -1.52695927e-01
   -5.83937405e-02  -1.96818608e-01   1.35804346e-01  -1.97185459e-01
    1.76177188e-02   1.50219495e-01]
 [  2.03130609e-02   2.37509900e-01   3.94118457e-01   2.00335877e-01
    9.63378892e-02   2.92528877e-02   1.04513870e-01  -7.41035185e-02
    1.47515115e-01  -3.67074997e-02]
 [  3.29433606e-02   3.13255013e-02   2.82911943e-02   8.62791037e-02
   -8.93402885e-02  -1.10183448e-01   9.70352382e-02  -1.55715789e-01
    5.42029915e-02   1.14332976e-01]
 [ -5.40760912e-02   2.05917944e-01   2.75732151e-01  -1.11777585e-01
   -5.50330303e-02  -3.14771485e-02  -1.98294415e-02   9.63715167e-02
   -2.44430663e-01   1.43103670e-02]
 [ -9.53426623e-02  -3.12724817e-03   2.04606872e-01  -3.88811361e-02
   -9.06334297e-02  -1.24442436e-01  -1.64898077e-01  -1.38093751e-01
   -2.17414975e-01   1.21889340e-02]
 [  9.31540499e-02  -2.89595239e-01   8.33639532e-02   7.60466438e-02
    4.73821977e-02   1.48948580e-01   1.84219657e-01   2.81937801e-02
   -1.07815150e-01   1.75355472e-01]]
final_inputs_run [[ -1.15051299e+00]
 [ -1.16107188e+00]
 [ -1.20730084e+00]
 ..., 
 [ -2.92200866e-01]
 [ -1.65622852e-01]
 [ -7.06189059e-04]]
final_outputs_run [[ -1.15051299e+00]
 [ -1.16107188e+00]
 [ -1.20730084e+00]
 ..., 
 [ -2.92200866e-01]
 [ -1.65622852e-01]
 [ -7.06189059e-04]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
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final_inputs_run [[ 0.18638202]
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 ..., 
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final_outputs_run [[ 0.18638202]
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Progress: 1.3% ... Training loss: 0.573 ... Validation loss: 0.935[-0.69455419]
[-0.90193505]
[ 2.34032883]
[-1.17653889]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
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8             0         0             1    ...          0      0      0   
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10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
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15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
0              1  
1              1  
2              1  
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4              1  
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[15435 rows x 56 columns]
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   -8.61223777e-02   1.57765625e-01]
 [ -1.36047379e-02  -3.17176520e-02  -6.31072547e-03  -1.48422210e-01
    2.01444932e-01   2.59659162e-02   3.12214500e-02  -1.28294542e-01
    1.15568215e-01   6.85678422e-02]
 [  1.14666037e-01   6.98033035e-03  -1.95234557e-01  -2.15338279e-01
   -2.24984492e-01   1.55444037e-01   1.60335966e-01  -3.69039790e-02
    2.39939157e-01   9.18430719e-02]
 [ -6.59849493e-03  -5.72798985e-02  -1.76142085e-01   1.78898556e-01
   -1.44781634e-01  -1.94507808e-02  -6.10351069e-03   9.58801097e-02
   -9.81254074e-02   2.31491299e-01]
 [  1.78741898e-01   1.96073987e-01  -7.88361163e-02   2.41753301e-01
   -1.92303226e-01  -3.53779633e-02  -4.52880206e-02   1.41240648e-01
    1.04376944e-01   3.26303159e-01]
 [ -1.85489759e-01   6.43095665e-02  -1.89529112e-01   1.21473903e-01
   -2.30990005e-01  -1.08524634e-01  -1.34405488e-01   3.37854257e-02
    1.14163760e-01  -2.08955415e-01]
 [  1.01403132e-01  -3.03399917e-02  -9.46280725e-02  -8.22405653e-02
   -1.63521112e-01  -6.14846025e-02   1.00964335e-01  -2.33898447e-02
   -1.86014508e-01   1.19353267e-01]
 [  1.28295651e-01  -1.54123554e-01  -4.05727452e-02  -1.01061540e-01
   -2.98711283e-01  -7.42291453e-02   1.90397829e-01  -9.97330516e-02
   -1.15618469e-01   9.62605044e-02]
 [ -2.88182403e-02   9.63656603e-02  -1.00723018e-01   3.98863834e-02
    7.33946350e-03   7.31969971e-02   4.47813446e-02   1.50908494e-01
    2.65788632e-01  -1.90163755e-02]
 [ -1.38989370e-01  -1.92484727e-01  -2.92779480e-02  -2.00478918e-01
    3.10472507e-01  -6.64970506e-03   1.54780348e-01   4.72916321e-03
   -6.06362491e-02  -7.99483295e-02]
 [ -2.91496556e-01  -2.89818238e-01  -6.73509524e-02  -1.89879059e-02
    1.62732757e-01  -7.19504123e-02  -1.75395325e-01   1.03764042e-01
   -1.49479155e-01  -2.80951535e-01]
 [  1.90615220e-01   2.30979701e-01   9.27497521e-03  -3.57478615e-02
    8.80064503e-03   5.89958924e-02  -6.44926048e-02  -9.13441013e-02
   -4.91061145e-03  -4.84453674e-02]
 [  4.46590409e-02   1.95240917e-02  -2.18976679e-01   1.04874120e-01
    1.42919475e-01  -5.90906190e-02   1.73938203e-01   2.03067055e-02
   -1.38796613e-02  -1.67147643e-01]
 [  2.43073632e-02   1.71138847e-01   1.50502649e-01  -3.85981529e-02
   -2.31283342e-01  -1.66546761e-02  -1.58266771e-02   7.51471648e-02
   -1.54003409e-01  -3.69333071e-02]
 [  1.25207317e-01   1.88849494e-02  -9.06026633e-03  -9.75097214e-02
   -1.05391678e-01   5.99337616e-02  -1.01085377e-01   6.14377999e-02
    2.28788847e-02   3.67800755e-02]
 [ -1.45831611e-01   1.65073029e-01   1.23813692e-01   4.03727445e-02
    1.58207935e-01  -1.55302751e-01  -1.53227097e-01  -1.36739287e-01
    8.71218998e-04   1.38235073e-01]
 [  1.73766920e-01   2.32917796e-01   8.88004413e-02   1.24662146e-01
   -6.28321575e-02  -2.56039824e-01  -8.06405339e-02  -8.91835552e-02
   -1.12731031e-01   1.49077643e-01]
 [  2.84025516e-02  -1.58972205e-01   8.90203827e-02   1.93313673e-01
   -3.17095183e-02  -1.63793325e-02  -1.00586712e-01   4.51747036e-02
    1.26942910e-01  -1.66882274e-01]
 [  6.11774852e-02   3.59974793e-02   1.05072772e-01  -6.67904719e-02
   -1.61596266e-01   2.18331436e-01   1.80010470e-02   7.41791871e-02
    1.45569009e-01  -3.31679804e-01]
 [  2.21497055e-01  -1.51847960e-01  -5.62054111e-03  -2.74336714e-01
    3.91310811e-01  -9.34454831e-02  -9.04239228e-02   1.77264398e-01
    1.39470050e-01  -2.73306742e-01]
 [ -2.15000447e-01  -1.18387906e-01   1.16721030e-02  -1.70161778e-02
    3.39378995e-01  -1.72648654e-01  -1.49082297e-01   1.42420893e-01
    3.47429314e-01  -2.44392552e-01]
 [  2.21243095e-01  -9.29360739e-03  -1.04515019e-01   1.55373301e-01
    2.28056460e-01  -1.57625198e-01  -1.09419619e-01  -8.78411445e-02
    2.99947040e-02  -9.53336012e-02]
 [ -2.83576282e-01  -1.74139842e-01   2.68542978e-01  -3.35416442e-03
   -9.24301824e-02   8.55971612e-02   1.24146831e-01   1.73582615e-01
   -1.27642417e-02  -8.66858567e-02]
 [  1.19047051e-01   5.91845203e-03   2.45487559e-01  -2.25773391e-01
   -3.45542964e-03   9.00525626e-02   1.04802956e-01   1.70150663e-01
    9.07018449e-02  -9.55236879e-02]
 [  1.36271972e-01   8.80787540e-02  -9.65798940e-02  -1.07230529e-01
   -1.92607143e-01   2.00305790e-01   6.81143553e-02  -1.92209844e-01
   -1.10894999e-01   1.14052330e-02]
 [ -1.71452936e-01   1.20192314e-01  -1.92035217e-01  -7.00576451e-02
   -3.04491682e-01   6.75890675e-02   1.70745509e-01   1.04361350e-01
    2.52725301e-02   4.34550588e-02]
 [  2.71321488e-02   8.02118813e-02   5.96303826e-06   5.77184858e-02
   -6.60060714e-02   1.59294515e-01  -2.94385745e-01  -5.15959631e-02
   -3.68024894e-02  -1.59760137e-01]
 [  1.55213683e-02   2.10274043e-03   2.04985165e-01  -1.52440449e-01
   -5.93708943e-02  -1.96653438e-01   1.36013701e-01  -1.97397735e-01
    1.75488796e-02   1.50633526e-01]
 [  2.11778488e-02   2.38246434e-01   3.93455192e-01   2.01062218e-01
    9.41133381e-02   2.96863930e-02   1.05024813e-01  -7.45859559e-02
    1.47346968e-01  -3.56831779e-02]
 [  3.30821061e-02   3.14557227e-02   2.81795662e-02   8.64257284e-02
   -9.02155194e-02  -1.10161731e-01   9.70347544e-02  -1.55753621e-01
    5.42067925e-02   1.14534568e-01]
 [ -5.36300411e-02   2.06286512e-01   2.75392177e-01  -1.11426499e-01
   -5.62274276e-02  -3.12673682e-02  -1.95645132e-02   9.61279668e-02
   -2.44516118e-01   1.48028834e-02]
 [ -9.53029559e-02  -3.11023014e-03   2.04650140e-01  -3.88925092e-02
   -9.05811200e-02  -1.24442818e-01  -1.64957136e-01  -1.38042959e-01
   -2.17390024e-01   1.22450411e-02]
 [  9.29085666e-02  -2.89822122e-01   8.36432954e-02   7.58106967e-02
    4.77376522e-02   1.48815456e-01   1.83973670e-01   2.83938964e-02
   -1.07737726e-01   1.75020509e-01]]
final_inputs_run [[-1.17693431]
 [-1.18739177]
 [-1.23430736]
 ..., 
 [-0.31371202]
 [-0.18786407]
 [-0.02057108]]
final_outputs_run [[-1.17693431]
 [-1.18739177]
 [-1.23430736]
 ..., 
 [-0.31371202]
 [-0.18786407]
 [-0.02057108]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
15442          0  
15443          0  
15444          0  
15445          0  
15446          0  
15447          0  
15448          0  
15449          0  
15450          0  
15451          0  
15452          0  
15453          0  
15454          0  
15455          0  
15456          0  
15457          0  
15458          0  
15459          0  
15460          0  
15461          0  
15462          0  
15463          0  
15464          0  
...          ...  
16845          0  
16846          0  
16847          0  
16848          0  
16849          0  
16850          0  
16851          0  
16852          0  
16853          0  
16854          0  
16855          0  
16856          0  
16857          0  
16858          0  
16859          0  
16860          0  
16861          0  
16862          0  
16863          0  
16864          0  
16865          0  
16866          0  
16867          0  
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final_inputs_run [[ 0.16773519]
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 ..., 
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final_outputs_run [[ 0.16773519]
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 ..., 
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Progress: 1.3% ... Training loss: 0.571 ... Validation loss: 0.942[ 1.20549092]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
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15437         0         1             1    ...          0      0      0   
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15445         0         1             0    ...          0      0      0   
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15449         0         1             1    ...          0      1      0   
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16865         0         1             0    ...          0      0      0   
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16870         0         1             0    ...          0      0      0   
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16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

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16874          0          1          0          0          0          0   

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   -8.50374379e-02  -1.75204403e-01]
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   -1.04343433e-01  -3.08200158e-02   6.12091267e-02   4.30616918e-02
   -1.68932801e-03   9.96252791e-02]
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   -5.98218963e-03  -7.04534085e-02]
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   -8.61088519e-02   1.57622773e-01]
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    1.15585358e-01   6.84557755e-02]
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   -2.26075265e-01   1.55641251e-01   1.60565746e-01  -3.71100925e-02
    2.39868147e-01   9.23006354e-02]
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   -1.47603431e-01  -1.89032312e-02  -5.44227038e-03   9.53037035e-02
   -9.83355344e-02   2.32779392e-01]
 [  1.79046665e-01   1.96325562e-01  -7.91021097e-02   2.42007043e-01
   -1.93178875e-01  -3.52173522e-02  -4.51002915e-02   1.41069137e-01
    1.04318864e-01   3.26659587e-01]
 [ -1.84407765e-01   6.52292246e-02  -1.90417832e-01   1.22379073e-01
   -2.34060095e-01  -1.07973810e-01  -1.33767379e-01   3.31783983e-02
    1.13965220e-01  -2.07651990e-01]
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   -1.65134575e-01  -6.12078112e-02   1.01310948e-01  -2.37105206e-02
   -1.86125624e-01   1.20052138e-01]
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   -2.99357056e-01  -7.41038344e-02   1.90543411e-01  -9.98665139e-02
   -1.15662493e-01   9.65425112e-02]
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    2.65668766e-01  -1.82319870e-02]
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   -6.06325906e-02  -8.00181507e-02]
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   -1.49332118e-01  -2.81919061e-01]
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   -4.88831006e-03  -4.85806650e-02]
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   -1.38950943e-02  -1.67027628e-01]
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   -2.31903127e-01  -1.65719269e-02  -1.57132928e-02   7.50430092e-02
   -1.54036406e-01  -3.67108398e-02]
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   -1.03749860e-01   5.95312368e-02  -1.01536745e-01   6.18463268e-02
    2.30253428e-02   3.59563247e-02]
 [ -1.45804016e-01   1.65145698e-01   1.23776313e-01   4.04231303e-02
    1.58146945e-01  -1.55273990e-01  -1.53164057e-01  -1.36793438e-01
    8.51444221e-04   1.38337480e-01]
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   -6.31067991e-02  -2.55988465e-01  -8.05836613e-02  -8.92368431e-02
   -1.12749094e-01   1.49192456e-01]
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   -3.15546547e-02  -1.64144721e-02  -1.00623079e-01   4.52095340e-02
    1.26954357e-01  -1.66969120e-01]
 [  6.11774852e-02   3.59974793e-02   1.05072772e-01  -6.67904719e-02
   -1.61596266e-01   2.18331436e-01   1.80010470e-02   7.41791871e-02
    1.45569009e-01  -3.31679804e-01]
 [  2.19978289e-01  -1.53130522e-01  -4.43102372e-03  -2.75403282e-01
    3.94091508e-01  -9.42358796e-02  -9.14025346e-02   1.78119205e-01
    1.39777171e-01  -2.74979216e-01]
 [ -2.15517956e-01  -1.18986633e-01   1.21600186e-02  -1.75937703e-02
    3.40624273e-01  -1.73000087e-01  -1.49521402e-01   1.42809632e-01
    3.47555826e-01  -2.45114550e-01]
 [  2.20623206e-01  -9.83152022e-03  -1.04006442e-01   1.54854768e-01
    2.29706138e-01  -1.57937708e-01  -1.09789834e-01  -8.74924299e-02
    3.01105145e-02  -9.60747576e-02]
 [ -2.83797673e-01  -1.74358251e-01   2.68755960e-01  -3.56271984e-03
   -9.18544002e-02   8.54686462e-02   1.23983301e-01   1.73734282e-01
   -1.27121933e-02  -8.69703324e-02]
 [  1.19200124e-01   6.08142613e-03   2.45383338e-01  -2.25655546e-01
   -3.99238273e-03   9.01524744e-02   1.04913806e-01   1.70049767e-01
    9.06687029e-02  -9.53175348e-02]
 [  1.36363536e-01   8.81542264e-02  -9.66530162e-02  -1.07157250e-01
   -1.92856518e-01   2.00351325e-01   6.81673542e-02  -1.92259436e-01
   -1.10911533e-01   1.15113872e-02]
 [ -1.71205646e-01   1.20443703e-01  -1.92298528e-01  -6.98154289e-02
   -3.05285740e-01   6.77402026e-02   1.70928132e-01   1.04198625e-01
    2.52156906e-02   4.37907839e-02]
 [  2.71807773e-02   8.02780858e-02  -1.09664597e-05   5.78072086e-02
   -6.64862185e-02   1.59325443e-01  -2.94351039e-01  -5.16345493e-02
   -3.68073962e-02  -1.59647125e-01]
 [  1.57450125e-02   2.39400509e-03   2.04717404e-01  -1.52103039e-01
   -6.08262453e-02  -1.96505432e-01   1.36172575e-01  -1.97554212e-01
    1.74943967e-02   1.51059990e-01]
 [  2.11748737e-02   2.38172235e-01   3.93471460e-01   2.01021772e-01
    9.37428496e-02   2.96699798e-02   1.05000178e-01  -7.45623842e-02
    1.47342423e-01  -3.56515208e-02]
 [  3.27149236e-02   3.12360105e-02   2.84887109e-02   8.61421820e-02
   -8.96186987e-02  -1.10332305e-01   9.68345998e-02  -1.55564672e-01
    5.42724284e-02   1.14193409e-01]
 [ -5.26698266e-02   2.07049867e-01   2.74582737e-01  -1.10630423e-01
   -5.88585113e-02  -3.08086772e-02  -1.90156623e-02   9.56306993e-02
   -2.44685432e-01   1.59539009e-02]
 [ -9.52916907e-02  -3.08637375e-03   2.04722342e-01  -3.88694462e-02
   -9.11475121e-02  -1.24433505e-01  -1.64931018e-01  -1.38038495e-01
   -2.17394572e-01   1.22933946e-02]
 [  9.24844888e-02  -2.90155483e-01   8.40419239e-02   7.54913466e-02
    4.85988735e-02   1.48546860e-01   1.83660952e-01   2.86463717e-02
   -1.07638720e-01   1.74466330e-01]]
final_inputs_run [[ 0.16216805]
 [ 0.31891342]
 [ 0.52084871]
 ..., 
 [ 0.21692155]
 [-0.07711761]
 [-0.10720296]]
final_outputs_run [[ 0.16216805]
 [ 0.31891342]
 [ 0.52084871]
 ..., 
 [ 0.21692155]
 [-0.07711761]
 [-0.10720296]]
Progress: 1.3% ... Training loss: 0.570 ... Validation loss: 0.943[ 1.46496744]
[-0.23557008]
[-1.11829882]
[ 2.23875835]
[ 1.39924039]
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[ 0.69216236]
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[ 1.53314504]
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[-1.30909462]
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[ 1.28224305]
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[ 0.88456446]
[ 2.81601932]
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[ 0.02054104]
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[ 1.00308726]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
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 [  1.90190299e-01   2.30630899e-01   9.62076708e-03  -3.61054026e-02
    9.93284524e-03   5.87786207e-02  -6.47584527e-02  -9.11003413e-02
   -4.82857677e-03  -4.89287397e-02]
 [  4.47184340e-02   1.95774929e-02  -2.19007862e-01   1.04919139e-01
    1.42680406e-01  -5.90676500e-02   1.73962006e-01   2.02806149e-02
   -1.38871302e-02  -1.67077654e-01]
 [  2.39685288e-02   1.70852350e-01   1.50843842e-01  -3.89182093e-02
   -2.30384287e-01  -1.68845156e-02  -1.60591034e-02   7.53529241e-02
   -1.53926794e-01  -3.73646328e-02]
 [  1.24375621e-01   1.82601673e-02  -8.36163717e-03  -9.81217049e-02
   -1.03519305e-01   5.95032285e-02  -1.01566222e-01   6.18758733e-02
    2.30330824e-02   3.59011307e-02]
 [ -1.46080842e-01   1.64910266e-01   1.24058161e-01   4.01902224e-02
    1.59036024e-01  -1.55417098e-01  -1.53354501e-01  -1.36614038e-01
    9.13146905e-04   1.37941446e-01]
 [  1.74261646e-01   2.33344838e-01   8.85249877e-02   1.24998727e-01
   -6.41955510e-02  -2.55781424e-01  -8.03440350e-02  -8.94556009e-02
   -1.12817620e-01   1.49646663e-01]
 [  2.85926839e-02  -1.58764445e-01   8.89292204e-02   1.93499010e-01
   -3.21472774e-02  -1.62589733e-02  -1.00437309e-01   4.50407609e-02
    1.26896178e-01  -1.66662316e-01]
 [  6.09621908e-02   3.57177717e-02   1.05340884e-01  -6.70484395e-02
   -1.60824994e-01   2.18181991e-01   1.77971104e-02   7.43598504e-02
    1.45633427e-01  -3.32003123e-01]
 [  2.19025210e-01  -1.53927227e-01  -3.75303949e-03  -2.76049230e-01
    3.95771997e-01  -9.47250869e-02  -9.20146787e-02   1.78645140e-01
    1.39966902e-01  -2.75988350e-01]
 [ -2.17023509e-01  -1.20383865e-01   1.35073558e-02  -1.88688895e-02
    3.44402229e-01  -1.73810467e-01  -1.50565682e-01   1.43766603e-01
    3.47856536e-01  -2.46910318e-01]
 [  2.20494380e-01  -9.95974944e-03  -1.03880965e-01   1.54728149e-01
    2.30118018e-01  -1.58015698e-01  -1.09872402e-01  -8.74104146e-02
    3.01380766e-02  -9.62512154e-02]
 [ -2.83987006e-01  -1.74549378e-01   2.68938892e-01  -3.75040362e-03
   -9.12268908e-02   8.53569385e-02   1.23852868e-01   1.73846224e-01
   -1.26711408e-02  -8.72326348e-02]
 [  1.19564671e-01   6.38973702e-03   2.45110257e-01  -2.25373534e-01
   -4.99607984e-03   9.03391379e-02   1.05124459e-01   1.69850745e-01
    9.06012782e-02  -9.48998894e-02]
 [  1.36392848e-01   8.81868050e-02  -9.66805293e-02  -1.07138019e-01
   -1.93004990e-01   2.00364543e-01   6.81817534e-02  -1.92276212e-01
   -1.10916444e-01   1.15503065e-02]
 [ -1.70699634e-01   1.20879041e-01  -1.92722034e-01  -6.93904567e-02
   -3.06794992e-01   6.80048773e-02   1.71230336e-01   1.03924220e-01
    2.51220224e-02   4.44078131e-02]
 [  2.70235082e-02   8.01125782e-02   1.21243466e-04   5.76546042e-02
   -6.60696521e-02   1.59221577e-01  -2.94489461e-01  -5.15079832e-02
   -3.67636336e-02  -1.59865516e-01]
 [  1.46514846e-02   1.32600587e-03   2.05730853e-01  -1.53073043e-01
   -5.80641786e-02  -1.97113598e-01   1.35379940e-01  -1.96828998e-01
    1.77303051e-02   1.49639885e-01]
 [  2.12568639e-02   2.38293109e-01   3.93438864e-01   2.01137029e-01
    9.31451621e-02   2.97420510e-02   1.05079197e-01  -7.46477911e-02
    1.47318334e-01  -3.54111971e-02]
 [  3.22798163e-02   3.09538218e-02   2.87798124e-02   8.59012046e-02
   -8.90228926e-02  -1.10591078e-01   9.65997927e-02  -1.55346265e-01
    5.43431685e-02   1.13816405e-01]
 [ -5.25290398e-02   2.07110788e-01   2.74620963e-01  -1.10587813e-01
   -5.91629014e-02  -3.07785393e-02  -1.89943378e-02   9.55781319e-02
   -2.44688269e-01   1.60351132e-02]
 [ -9.48916510e-02  -2.79224258e-03   2.04490732e-01  -3.85929664e-02
   -9.21601458e-02  -1.24267001e-01  -1.64748497e-01  -1.38209845e-01
   -2.17450457e-01   1.26968694e-02]
 [  9.26059716e-02  -2.90109080e-01   8.40182177e-02   7.55166641e-02
    4.84229710e-02   1.48585441e-01   1.83638165e-01   2.86543985e-02
   -1.07633416e-01   1.74489905e-01]]
final_inputs_run [[ 0.19715137]
 [ 0.35149195]
 [ 0.55228184]
 ..., 
 [ 0.25151496]
 [-0.04141481]
 [-0.07281631]]
final_outputs_run [[ 0.19715137]
 [ 0.35149195]
 [ 0.55228184]
 ..., 
 [ 0.25151496]
 [-0.04141481]
 [-0.07281631]]
Progress: 1.3% ... Training loss: 0.569 ... Validation loss: 0.928[ 0.04787391]
[-0.15039704]
[ 1.87125039]
[ 1.70416482]
[-0.3708091]
[-0.15887683]
[ 0.33307069]
[ 0.57202241]
[ 0.5871062]
[ 0.03885168]
[-0.77684313]
[-0.40211583]
[ 0.54936462]
[-0.32754617]
[ 1.3265189]
[ 0.23006694]
[-0.70621948]
[-0.45943248]
[-0.51835646]
[-0.67717423]
[-0.22806582]
[-0.64877197]
[-0.2777402]
[ 0.04493095]
[-0.86679847]
[ 1.18949096]
[ 0.07345005]
[-0.3270351]
[ 1.78880911]
[-0.50731507]
[ 0.20032872]
[ 0.10766389]
[-0.30189966]
[-0.3349754]
[-1.31103722]
[-0.2042866]
[-1.30685407]
[-0.21925075]
[-0.09890192]
[-0.49196283]
[-0.54193548]
[-0.13014507]
[-0.84454687]
[ 0.79729927]
[-0.55517959]
[-0.46069906]
[-0.7206154]
[-0.99382031]
[-0.02883667]
[-0.24615414]
[-1.18276102]
[ 0.28530278]
[-1.15699494]
[-0.04206778]
[ 0.04984794]
[-0.72197839]
[ 0.26753914]
[ 0.52538957]
[ 2.81157816]
[-0.45990793]
[ 1.11354547]
[ 0.79262706]
[-1.31032863]
[ 0.30254566]
[ 2.20246415]
[-0.52621443]
[ 1.46863566]
[-0.32214564]
[-0.42203968]
[-1.03051713]
[ 0.13541574]
[-0.6428041]
[ 0.82666237]
[-0.14615932]
[-0.90494537]
[-0.24179313]
[-0.02664049]
[-0.21387875]
[-0.67000455]
[-1.0218501]
[ 1.50340075]
[ 1.7058765]
[ 0.89795478]
[-1.75105699]
[-0.23862966]
[ 2.19845112]
[-0.30849984]
[-0.43544434]
[-0.89590147]
[ 0.03518388]
[ 1.37916731]
[-1.05952153]
[ 0.93565793]
[ 0.46328682]
[-1.24783421]
[ 0.70779607]
[-1.39195804]
[-0.34050317]
[ 0.24009265]
[-0.14394867]
[ 1.12166186]
[ 0.15690114]
[ 0.05452479]
[ 0.19587278]
[ 0.60732729]
[-0.08061787]
[ 1.01261565]
[ 1.19351528]
[ 1.43011926]
[-0.48506047]
[-0.40760245]
[-0.32681428]
[-0.70075281]
[-0.24281335]
[ 2.57695604]
[ 0.21852151]
[-0.04994912]
[ 0.58762636]
[ 0.31489442]
[-0.07548393]
[ 1.76650877]
[-0.52040342]
[-0.13411889]
[-0.16453192]
[-0.37626177]
[-0.47901309]
[ 0.5090228]
[-0.53920455]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
15426          0          0          1          0          0          0   
15427          0          0          0          1          0          0   
15428          0          0          0          1          0          0   
15429          0          0          0          1          0          0   
15430          0          0          0          1          0          0   
15431          0          0          0          1          0          0   
15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
12             1  
13             1  
14             1  
15             1  
16             1  
17             1  
18             1  
19             1  
20             1  
21             1  
22             1  
23             1  
24             0  
25             0  
26             0  
27             0  
28             0  
29             0  
...          ...  
15405          0  
15406          0  
15407          0  
15408          0  
15409          0  
15410          0  
15411          0  
15412          0  
15413          0  
15414          0  
15415          0  
15416          0  
15417          0  
15418          0  
15419          0  
15420          0  
15421          0  
15422          0  
15423          0  
15424          0  
15425          0  
15426          0  
15427          0  
15428          0  
15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
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   -8.83991999e-02  -1.10764084e-01   9.64080602e-02  -1.55164004e-01
    5.43995695e-02   1.13527688e-01]
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    4.94846747e-02   1.48213386e-01   1.83150261e-01   2.90879743e-02
   -1.07468044e-01   1.73698418e-01]]
final_inputs_run [[ 0.22473008]
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 ..., 
 [ 0.27935215]
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final_outputs_run [[ 0.22473008]
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 ..., 
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Progress: 1.3% ... Training loss: 0.568 ... Validation loss: 0.918[ 0.77645365]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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   -8.51659164e-02  -1.74318655e-01]
 [  7.41278366e-02   1.79333742e-02  -6.41762895e-02  -9.90485102e-02
   -1.02769765e-01  -3.12718899e-02   6.05807814e-02   4.36293777e-02
   -1.48048057e-03   9.85910368e-02]
 [ -1.85013039e-01  -1.12439797e-02   1.68397781e-02   1.01106975e-01
   -1.89469682e-01   8.86468321e-02   5.54853334e-02   2.08278698e-01
    1.33685894e-01  -9.27445437e-03]
 [ -1.12693847e-01   1.76927462e-01   2.12231958e-01   1.76495176e-02
    1.98359371e-03   5.64772567e-02   1.27473234e-01  -1.54807518e-01
    1.90614146e-01  -2.03809643e-02]
 [  2.08849914e-01  -6.06256984e-02  -2.29541811e-02  -2.10079621e-01
   -1.47610557e-02   1.57563583e-01  -3.79552574e-02  -2.92825511e-02
    1.05459456e-01   8.32156663e-02]
 [  4.03607354e-02   3.54872913e-02  -2.62963463e-01  -2.21220470e-01
    3.18578265e-01  -9.91322892e-02   1.12057952e-01   5.51387752e-02
   -5.99463359e-03  -7.03469024e-02]
 [ -1.56152031e-01   9.76122320e-02  -2.28261541e-01   6.26493353e-02
    2.05345587e-01  -6.42687651e-02   6.01715575e-02  -9.62644164e-02
    2.11835705e-01   1.88734869e-01]
 [  1.10423554e-01   1.92594063e-01   3.02364657e-02  -5.52431512e-02
    2.77291034e-02   2.10760355e-01  -5.20535268e-02  -2.19618507e-01
   -8.60570360e-02   1.57319044e-01]
 [ -1.40653642e-02  -3.20919762e-02  -5.94546185e-03  -1.48796172e-01
    2.02677044e-01   2.57332725e-02   3.09537238e-02  -1.28038015e-01
    1.15655244e-01   6.80185063e-02]
 [  1.16130581e-01   8.24265376e-03  -1.96477536e-01  -2.14169049e-01
   -2.29091699e-01   1.56197523e-01   1.61197653e-01  -3.77251887e-02
    2.39656334e-01   9.36150849e-02]
 [ -3.93749656e-03  -5.48830249e-02  -1.78428124e-01   1.81251504e-01
   -1.52260935e-01  -1.80507558e-02  -4.41909847e-03   9.43515644e-02
   -9.86734631e-02   2.34834743e-01]
 [  1.81070861e-01   1.98097424e-01  -8.08326742e-02   2.43755532e-01
   -1.98835668e-01  -3.41836524e-02  -4.38588169e-02   1.39888898e-01
    1.03899512e-01   3.29114415e-01]
 [ -1.82382397e-01   6.70190671e-02  -1.92157330e-01   1.24140914e-01
   -2.39729279e-01  -1.06917313e-01  -1.32535269e-01   3.20023071e-02
    1.13546437e-01  -2.05176617e-01]
 [  1.04149341e-01  -2.80481649e-02  -9.69518424e-02  -7.99631780e-02
   -1.70989379e-01  -6.01208645e-02   1.02548987e-01  -2.49187406e-02
   -1.86568837e-01   1.22644771e-01]
 [  1.30197164e-01  -1.52509857e-01  -4.21424617e-02  -9.95111550e-02
   -3.04004267e-01  -7.32952002e-02   1.91505273e-01  -1.00792327e-01
   -1.15987683e-01   9.85046640e-02]
 [ -2.73786318e-02   9.76823030e-02  -1.01943493e-01   4.11339121e-02
    3.07470342e-03   7.39593565e-02   4.56842136e-02   1.50081628e-01
    2.65509998e-01  -1.72740749e-02]
 [ -1.40335355e-01  -1.93665627e-01  -2.81630993e-02  -2.01622656e-01
    3.14402723e-01  -7.30818643e-03   1.54003534e-01   5.48713361e-03
   -6.03826556e-02  -8.16248683e-02]
 [ -2.94241755e-01  -2.92182166e-01  -6.50582241e-02  -2.13108138e-02
    1.70189068e-01  -7.33994503e-02  -1.77047375e-01   1.05310823e-01
   -1.48949583e-01  -2.84285454e-01]
 [  1.89693000e-01   2.30161194e-01   1.01018315e-02  -3.65791336e-02
    1.14022525e-02   5.85003707e-02  -6.50872478e-02  -9.07789063e-02
   -4.71355863e-03  -4.95988851e-02]
 [  4.50573545e-02   1.99002201e-02  -2.19344921e-01   1.05223884e-01
    1.41691332e-01  -5.89089869e-02   1.74174248e-01   2.00621598e-02
   -1.39680919e-02  -1.66679746e-01]
 [  2.40164478e-02   1.70880616e-01   1.50859306e-01  -3.89114062e-02
   -2.30469530e-01  -1.68871168e-02  -1.60477736e-02   7.53317112e-02
   -1.53930569e-01  -3.72905558e-02]
 [  1.23756490e-01   1.78123845e-02  -7.78776684e-03  -9.86205825e-02
   -1.01653833e-01   5.92115960e-02  -1.01918965e-01   6.22434128e-02
    2.31609896e-02   3.51980330e-02]
 [ -1.45770647e-01   1.65213264e-01   1.23806704e-01   4.04379619e-02
    1.58124057e-01  -1.55261604e-01  -1.53166423e-01  -1.36808331e-01
    8.42861225e-04   1.38336282e-01]
 [  1.74636644e-01   2.33723071e-01   8.82904972e-02   1.25278123e-01
   -6.53144586e-02  -2.55621608e-01  -8.01262960e-02  -8.96553686e-02
   -1.12886325e-01   1.50112891e-01]
 [  2.88355660e-02  -1.58477187e-01   8.88067855e-02   1.93703153e-01
   -3.28856236e-02  -1.61578654e-02  -1.00306036e-01   4.49011860e-02
    1.26860880e-01  -1.66389532e-01]
 [  6.04394072e-02   3.52528372e-02   1.05801772e-01  -6.75171486e-02
   -1.59260266e-01   2.17887625e-01   1.74473198e-02   7.46874589e-02
    1.45747081e-01  -3.32627911e-01]
 [  2.16325072e-01  -1.56359577e-01  -1.54024160e-03  -2.78140814e-01
    4.01488698e-01  -9.62164107e-02  -9.38391297e-02   1.80328471e-01
    1.40601734e-01  -2.79043320e-01]
 [ -2.18721802e-01  -1.22028653e-01   1.51566905e-02  -2.04566458e-02
    3.48529632e-01  -1.74788894e-01  -1.51863676e-01   1.44956039e-01
    3.48272301e-01  -2.49100634e-01]
 [  2.18548711e-01  -1.16472663e-02  -1.02202287e-01   1.53076461e-01
    2.34565368e-01  -1.58963081e-01  -1.11058331e-01  -8.62802783e-02
    3.05469204e-02  -9.85198026e-02]
 [ -2.84130826e-01  -1.74722375e-01   2.69126514e-01  -3.90840908e-03
   -9.08544656e-02   8.52502627e-02   1.23731491e-01   1.73959465e-01
   -1.26280167e-02  -8.74733770e-02]
 [  1.20105864e-01   6.85170440e-03   2.44741641e-01  -2.25008277e-01
   -6.47612197e-03   9.06308122e-02   1.05460610e-01   1.69553475e-01
    9.04840276e-02  -9.42663635e-02]
 [  1.36787562e-01   8.85339997e-02  -9.70133115e-02  -1.06822876e-01
   -1.94116525e-01   2.00557897e-01   6.84200221e-02  -1.92503731e-01
   -1.10997974e-01   1.20265438e-02]
 [ -1.69960649e-01   1.21553748e-01  -1.93423473e-01  -6.87267941e-02
   -3.09097043e-01   6.84081647e-02   1.71699235e-01   1.03476023e-01
    2.49502848e-02   4.53741951e-02]
 [  2.72176474e-02   8.03268595e-02  -7.79071668e-05   5.78558871e-02
   -6.66436215e-02   1.59328905e-01  -2.94378413e-01  -5.16133716e-02
   -3.67962910e-02  -1.59490300e-01]
 [  1.47077278e-02   1.37654884e-03   2.05700990e-01  -1.53041389e-01
   -5.83528439e-02  -1.97148074e-01   1.35276337e-01  -1.96796740e-01
    1.77602753e-02   1.49669136e-01]
 [  2.02305222e-02   2.37226516e-01   3.94415559e-01   2.00213654e-01
    9.43200548e-02   2.91325549e-02   1.04302038e-01  -7.39469309e-02
    1.47577206e-01  -3.66509065e-02]
 [  3.19176991e-02   3.06729687e-02   2.92105097e-02   8.55410485e-02
   -8.86209153e-02  -1.10827220e-01   9.62689818e-02  -1.55049570e-01
    5.44352158e-02   1.13361891e-01]
 [ -5.14219841e-02   2.08110795e-01   2.73733448e-01  -1.09630096e-01
   -6.30415987e-02  -3.02030078e-02  -1.83026029e-02   9.49188225e-02
   -2.44936223e-01   1.75360672e-02]
 [ -9.37772519e-02  -1.79703265e-03   2.03591447e-01  -3.76942349e-02
   -9.53298177e-02  -1.23720965e-01  -1.64092336e-01  -1.38832236e-01
   -2.17681550e-01   1.41269638e-02]
 [  9.28570981e-02  -2.89892158e-01   8.38570769e-02   7.56592198e-02
    4.74175394e-02   1.48638508e-01   1.83632150e-01   2.86359865e-02
   -1.07650965e-01   1.74648950e-01]]
final_inputs_run [[ -1.19573917e+00]
 [ -1.20855895e+00]
 [ -1.25547841e+00]
 ..., 
 [ -3.02261162e-01]
 [ -1.73380039e-01]
 [  5.41900876e-04]]
final_outputs_run [[ -1.19573917e+00]
 [ -1.20855895e+00]
 [ -1.25547841e+00]
 ..., 
 [ -3.02261162e-01]
 [ -1.73380039e-01]
 [  5.41900876e-04]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
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Progress: 1.4% ... Training loss: 0.565 ... Validation loss: 0.928[-0.40064198]
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3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
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27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
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15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
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15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
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15427   1        0 -0.192085  1.310171  -0.821460         0         0   
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15429   1        0 -0.192085  1.310171  -1.553844         0         0   
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15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_6  
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[15435 rows x 56 columns]
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final_inputs_run [[-1.21035556]
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 ..., 
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final_outputs_run [[-1.21035556]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
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16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
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16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
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...          ...  
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16874          0  

[1440 rows x 56 columns]
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    1.26862019e-01  -1.66414746e-01]
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    3.48339057e-01  -2.49490625e-01]
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    2.35614081e-01  -1.59210721e-01  -1.11363176e-01  -8.59999108e-02
    3.06435289e-02  -9.91323939e-02]
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   -9.08251372e-02   8.52498856e-02   1.23733951e-01   1.73956230e-01
   -1.26301347e-02  -8.74865560e-02]
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   -1.11045283e-01   1.23341264e-02]
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   -3.09564900e-01   6.84830173e-02   1.71786259e-01   1.03400139e-01
    2.49209841e-02   4.55524487e-02]
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    1.77763578e-02   1.49601150e-01]
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    1.47626477e-01  -3.69598226e-02]
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    5.44593528e-02   1.13151059e-01]
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   -2.45091455e-01   1.84991696e-02]
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   -9.38440488e-02  -1.24012317e-01  -1.64459016e-01  -1.38483403e-01
   -2.17554526e-01   1.34575958e-02]
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    4.43563209e-02   1.49116745e-01   1.84158906e-01   2.81206437e-02
   -1.07832026e-01   1.75783075e-01]]
final_inputs_run [[ 0.18115173]
 [ 0.32608075]
 [ 0.52519927]
 ..., 
 [ 0.23357023]
 [-0.06108849]
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final_outputs_run [[ 0.18115173]
 [ 0.32608075]
 [ 0.52519927]
 ..., 
 [ 0.23357023]
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Progress: 1.4% ... Training loss: 0.564 ... Validation loss: 0.936[-0.39119391]
[ 0.19361495]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
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15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
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16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
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16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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16874         0         1             0    ...          1      0      0   

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 [  1.81850004e-01   1.98767126e-01  -8.14534033e-02   2.44407761e-01
   -2.00975926e-01  -3.37797769e-02  -4.33843964e-02   1.39452639e-01
    1.03742810e-01   3.30021361e-01]
 [ -1.80862279e-01   6.84621814e-02  -1.93537965e-01   1.25565435e-01
   -2.44324705e-01  -1.06086332e-01  -1.31541983e-01   3.11005748e-02
    1.13223858e-01  -2.03204018e-01]
 [  1.05234224e-01  -2.70908807e-02  -9.78446455e-02  -7.90291220e-02
   -1.73978461e-01  -5.95585575e-02   1.03216414e-01  -2.55273059e-02
   -1.86784102e-01   1.23970218e-01]
 [  1.31872731e-01  -1.51115599e-01  -4.35243085e-02  -9.81166205e-02
   -3.08571199e-01  -7.24339946e-02   1.92461173e-01  -1.01713559e-01
   -1.16320683e-01   1.00507616e-01]
 [ -2.64611567e-02   9.84808548e-02  -1.02692669e-01   4.19061079e-02
    4.86441123e-04   7.44352082e-02   4.62396856e-02   1.49592060e-01
    2.65333626e-01  -1.61874344e-02]
 [ -1.40817977e-01  -1.94118968e-01  -2.77508481e-02  -2.02059017e-01
    3.15823698e-01  -7.57171733e-03   1.53711868e-01   5.77962389e-03
   -6.02768410e-02  -8.22386617e-02]
 [ -2.96492910e-01  -2.94236362e-01  -6.31138430e-02  -2.32727434e-02
    1.76446901e-01  -7.46481253e-02  -1.78473849e-01   1.06618323e-01
   -1.48480662e-01  -2.87137213e-01]
 [  1.89878428e-01   2.30296389e-01   1.00411174e-02  -3.65064574e-02
    1.09024598e-02   5.85900397e-02  -6.49884824e-02  -9.08718228e-02
   -4.74337076e-03  -4.94337074e-02]
 [  4.49643634e-02   1.98555426e-02  -2.19289654e-01   1.05162563e-01
    1.41898083e-01  -5.89433502e-02   1.74136207e-01   2.01026613e-02
   -1.39539704e-02  -1.66771913e-01]
 [  2.41355421e-02   1.71050750e-01   1.50759035e-01  -3.87701897e-02
   -2.30966226e-01  -1.67976637e-02  -1.59281172e-02   7.52275567e-02
   -1.53968410e-01  -3.70672524e-02]
 [  1.23603009e-01   1.76985917e-02  -7.70334908e-03  -9.87280462e-02
   -1.01316387e-01   5.91342047e-02  -1.01999458e-01   6.23261941e-02
    2.31899322e-02   3.50922895e-02]
 [ -1.45930992e-01   1.65120109e-01   1.23973184e-01   4.03168190e-02
    1.58208236e-01  -1.55361428e-01  -1.53277629e-01  -1.36706971e-01
    8.81901743e-04   1.38156519e-01]
 [  1.74416569e-01   2.33548858e-01   8.85400483e-02   1.25044356e-01
   -6.45875667e-02  -2.55763690e-01  -8.02853944e-02  -8.95099274e-02
   -1.12834797e-01   1.49783323e-01]
 [  2.88333576e-02  -1.58487741e-01   8.88564247e-02   1.93686669e-01
   -3.27348776e-02  -1.61586169e-02  -1.00286989e-01   4.48875585e-02
    1.26856337e-01  -1.66404506e-01]
 [  5.97156683e-02   3.45748927e-02   1.06421476e-01  -6.81602243e-02
   -1.57191073e-01   2.17485645e-01   1.69895891e-02   7.50910625e-02
    1.45893113e-01  -3.33450608e-01]
 [  2.13695982e-01  -1.58670158e-01   6.28675581e-04  -2.80247611e-01
    4.08048683e-01  -9.75814927e-02  -9.55144256e-02   1.81852186e-01
    1.41144134e-01  -2.82138103e-01]
 [ -2.19223500e-01  -1.22479058e-01   1.55850034e-02  -2.08887552e-02
    3.49922388e-01  -1.75036139e-01  -1.52151826e-01   1.45215243e-01
    3.48365511e-01  -2.49748087e-01]
 [  2.16579248e-01  -1.33809670e-02  -1.00553439e-01   1.51367774e-01
    2.38907797e-01  -1.59969030e-01  -1.12342224e-01  -8.51255988e-02
    3.09539306e-02  -1.00939993e-01]
 [ -2.84211186e-01  -1.74829093e-01   2.69228279e-01  -3.98848133e-03
   -9.06625489e-02   8.51975184e-02   1.23676059e-01   1.74007436e-01
   -1.26111980e-02  -8.75958168e-02]
 [  1.20355813e-01   7.07435296e-03   2.44540935e-01  -2.24797563e-01
   -7.22933195e-03   9.07572344e-02   1.05609501e-01   1.69415337e-01
    9.04336397e-02  -9.39659756e-02]
 [  1.37159001e-01   8.89153095e-02  -9.73334202e-02  -1.06531772e-01
   -1.95338405e-01   2.00744770e-01   6.86759869e-02  -1.92731679e-01
   -1.11072988e-01   1.25362089e-02]
 [ -1.69596690e-01   1.21859797e-01  -1.93713609e-01  -6.84372992e-02
   -3.10120019e-01   6.85918951e-02   1.71914347e-01   1.03288426e-01
    2.48811171e-02   4.57941160e-02]
 [  2.81544977e-02   8.11123171e-02  -8.37888307e-04   5.86033819e-02
   -6.91676653e-02   1.59777117e-01  -2.93855769e-01  -5.20953550e-02
   -3.69634442e-02  -1.58452319e-01]
 [  1.44967270e-02   1.13726158e-03   2.05930221e-01  -1.53293203e-01
   -5.82380190e-02  -1.97323624e-01   1.35036756e-01  -1.96589624e-01
    1.78452176e-02   1.49329994e-01]
 [  1.90045786e-02   2.36230381e-01   3.95390601e-01   1.99234630e-01
    9.68274137e-02   2.85354779e-02   1.03596636e-01  -7.33146573e-02
    1.47786019e-01  -3.79475905e-02]
 [  3.20713469e-02   3.08654789e-02   2.91123785e-02   8.56821832e-02
   -8.97850150e-02  -1.10742461e-01   9.63680319e-02  -1.55142610e-01
    5.43971097e-02   1.13609885e-01]
 [ -5.09035403e-02   2.08651829e-01   2.73319644e-01  -1.09149329e-01
   -6.52275865e-02  -2.99239013e-02  -1.79430241e-02   9.45534343e-02
   -2.45055808e-01   1.83131807e-02]
 [ -9.48125081e-02  -2.78201515e-03   2.04558018e-01  -3.86108866e-02
   -9.25063188e-02  -1.24317822e-01  -1.64765883e-01  -1.38163002e-01
   -2.17439081e-01   1.27856191e-02]
 [  9.40039329e-02  -2.88968485e-01   8.29947008e-02   7.65345959e-02
    4.41090273e-02   1.49216054e-01   1.84241675e-01   2.80576531e-02
   -1.07858689e-01   1.75931152e-01]]
final_inputs_run [[ 0.20575647]
 [ 0.34823113]
 [ 0.54735352]
 ..., 
 [ 0.25960903]
 [-0.03660762]
 [-0.07007502]]
final_outputs_run [[ 0.20575647]
 [ 0.34823113]
 [ 0.54735352]
 ..., 
 [ 0.25960903]
 [-0.03660762]
 [-0.07007502]]
Progress: 1.4% ... Training loss: 0.563 ... Validation loss: 0.925[-0.02022638]
[-0.34953208]
[-0.7559925]
[-1.34399691]
[-0.02970288]
[-0.53799424]
[ 0.20942603]
[-1.03756328]
[-1.15392994]
[ 0.14633647]
[-0.22323382]
[-0.8724497]
[-0.51454937]
[ 0.795267]
[-0.68594491]
[-0.54499531]
[ 0.0894437]
[-1.16272922]
[-0.82719639]
[-0.75835629]
[-1.2148226]
[ 0.17632148]
[-1.10576144]
[-0.4303767]
[-0.25890902]
[ 1.22782438]
[ 0.78011859]
[-1.26744946]
[-0.352403]
[ 0.74751843]
[-0.18417792]
[ 1.87508681]
[ 0.05901584]
[-0.18810242]
[ 0.57080385]
[-0.81051598]
[ 1.42612808]
[-0.95278863]
[-1.07997012]
[ 1.7446763]
[-0.03061189]
[-0.68594491]
[ 0.48577049]
[ 0.92869891]
[ 0.13437214]
[-0.19217675]
[-1.27888341]
[ 0.64390884]
[ 0.02206863]
[-0.15732387]
[-0.2109044]
[-0.53791355]
[-0.32125337]
[ 0.99360344]
[ 0.37903287]
[-0.05147239]
[ 0.85676228]
[ 0.30187063]
[-0.31689231]
[ 0.92806352]
[-0.72433645]
[-0.32138224]
[ 2.2104913]
[ 0.20972563]
[-0.96039144]
[-0.0984552]
[-0.7069307]
[-0.99275998]
[ 0.52096142]
[ 0.82673997]
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[ 0.85298417]
[ 1.61777378]
[ 1.06051946]
[ 0.23117985]
[ 0.89478842]
[ 0.37345175]
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[ 0.41084232]
[ 0.46965573]
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[ 0.62448834]
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[ 0.33075456]
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[ 1.55179223]
[ 0.92299474]
[ 0.04033302]
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[ 0.08256093]
[ 1.22988734]
[ 0.13567812]
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[-0.43057958]
[-0.23604093]
[ 1.08401106]
[ 0.01848388]
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[ 0.10182859]
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[-0.19570885]
[-0.18433775]
[ 1.42832507]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
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16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
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    3.09939428e-02  -1.01175852e-01]
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   -8.98356869e-02   8.50438873e-02   1.23509484e-01   1.74170760e-01
   -1.25531120e-02  -8.79451336e-02]
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    9.03328850e-02  -9.34047754e-02]
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   -1.95349650e-01   2.00746848e-01   6.86782633e-02  -1.92733852e-01
   -1.11073810e-01   1.25410658e-02]
 [ -1.69039293e-01   1.22380894e-01  -1.94181939e-01  -6.79902847e-02
   -3.11660690e-01   6.88972284e-02   1.72264896e-01   1.02955625e-01
    2.47588412e-02   4.64852974e-02]
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   -6.81637197e-02   1.59598059e-01  -2.94103579e-01  -5.18630938e-02
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    1.75727291e-02   1.50972598e-01]
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    9.44315958e-02   2.88222381e-02   1.03913088e-01  -7.36374165e-02
    1.47678635e-01  -3.71150946e-02]
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 [  9.40469928e-02  -2.89011166e-01   8.30648154e-02   7.64859559e-02
    4.38244040e-02   1.49201252e-01   1.84197433e-01   2.81020185e-02
   -1.07844210e-01   1.75860628e-01]]
final_inputs_run [[ 0.17582175]
 [ 0.3114386 ]
 [ 0.51087096]
 ..., 
 [ 0.22323618]
 [-0.07239591]
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final_outputs_run [[ 0.17582175]
 [ 0.3114386 ]
 [ 0.51087096]
 ..., 
 [ 0.22323618]
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Progress: 1.4% ... Training loss: 0.563 ... Validation loss: 0.939[-0.50196335]
[-1.22937973]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
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19            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
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15414         0         1             0    ...          0      0      0   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
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15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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1              1  
2              1  
3              1  
4              1  
5              1  
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9              1  
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...          ...  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.48772907e-01  -1.90731697e-01   1.11205133e-01  -1.52329649e-01
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 [ -1.37742106e-01   9.02982923e-02  -1.33072978e-01   6.82879615e-02
    2.45710339e-01  -1.21840330e-01  -1.87431085e-01   3.46988784e-02
   -2.42349196e-01   7.47825321e-03]
 [ -1.47342486e-01   5.89550665e-02   1.54344710e-03  -1.37324571e-01
   -5.46331220e-02  -2.49402612e-02   5.69928557e-02   6.91771839e-02
   -1.82409725e-01   1.45422421e-01]
 [  2.54206122e-01  -2.15295697e-01  -8.69367846e-02   7.78901424e-02
    1.56658926e-01   4.18979766e-02  -5.65925811e-02  -6.10837860e-02
    2.54151640e-01   2.43839109e-02]
 [ -9.11898569e-02   1.50614760e-01  -5.10550721e-02   2.59614196e-02
    1.17879384e-01  -9.64587995e-02   1.57636777e-03  -2.90499486e-02
    4.57366005e-02   1.36027219e-01]
 [  8.66400405e-02   1.44313978e-01  -2.03040415e-02  -4.07182265e-03
    5.68612874e-02  -3.81341746e-02  -2.50201730e-01   2.48689167e-01
   -1.41457003e-01  -2.43868716e-02]
 [ -3.06786400e-02   2.93657642e-01  -1.16716095e-01   3.79964478e-02
    7.25056403e-02  -5.05526673e-02  -8.25915172e-02  -2.63315018e-01
   -8.12373664e-02  -1.29712163e-01]
 [ -6.89225150e-02   1.44199651e-01  -9.39917919e-02  -2.95728460e-01
   -1.75594311e-01  -3.09953019e-01   4.30970470e-02  -8.17811970e-02
   -8.53264712e-02  -1.73146665e-01]
 [  7.25563111e-02   1.65466632e-02  -6.26676428e-02  -1.00392274e-01
   -9.98362164e-02  -3.20789059e-02   5.95005977e-02   4.45926000e-02
   -1.12157395e-03   9.66538898e-02]
 [ -1.83878748e-01  -9.94810874e-03   1.57971112e-02   1.02230339e-01
   -1.93679919e-01   8.93221044e-02   5.62059049e-02   2.07586387e-01
    1.33438524e-01  -7.63953844e-03]
 [ -1.10238339e-01   1.78849893e-01   2.10209625e-01   1.97211946e-02
   -4.77914377e-03   5.77351793e-02   1.28864645e-01  -1.56124047e-01
    1.90148416e-01  -1.75236524e-02]
 [  2.07933126e-01  -6.13918311e-02  -2.22856355e-02  -2.10611406e-01
   -1.44516351e-02   1.57000487e-01  -3.87033686e-02  -2.86748685e-02
    1.05720560e-01   8.22238721e-02]
 [  4.01433332e-02   3.52698770e-02  -2.62650028e-01  -2.21409453e-01
    3.17721407e-01  -9.92677694e-02   1.11810444e-01   5.52827530e-02
   -5.93832119e-03  -7.05582117e-02]
 [ -1.55779735e-01   9.78631686e-02  -2.28470244e-01   6.29403286e-02
    2.03849453e-01  -6.40850735e-02   6.03494136e-02  -9.64310762e-02
    2.11767835e-01   1.89031573e-01]
 [  1.10352830e-01   1.92454393e-01   3.03190455e-02  -5.53350639e-02
    2.79933709e-02   2.10697307e-01  -5.21163032e-02  -2.19557333e-01
   -8.60354564e-02   1.57174043e-01]
 [ -1.46656041e-02  -3.26421353e-02  -5.46408097e-03  -1.49326020e-01
    2.04238519e-01   2.54054758e-02   3.05927657e-02  -1.27691163e-01
    1.15773020e-01   6.72714908e-02]
 [  1.19181032e-01   1.08923490e-02  -1.98982546e-01  -2.11809181e-01
   -2.37730559e-01   1.57793559e-01   1.62999573e-01  -3.93844574e-02
    2.39066249e-01   9.72848335e-02]
 [ -8.53264694e-04  -5.21777633e-02  -1.81033687e-01   1.83880273e-01
   -1.61073160e-01  -1.64763420e-02  -2.55738304e-03   9.26480037e-02
   -9.92874623e-02   2.38603774e-01]
 [  1.82912930e-01   1.99646133e-01  -8.23123978e-02   2.45287949e-01
   -2.03798852e-01  -3.32466466e-02  -4.27657894e-02   1.38886540e-01
    1.03533913e-01   3.31243576e-01]
 [ -1.79077842e-01   7.00438994e-02  -1.95053375e-01   1.27112980e-01
   -2.49418220e-01  -1.05167894e-01  -1.30426270e-01   3.00892928e-02
    1.12865345e-01  -2.01015652e-01]
 [  1.06658313e-01  -2.58298561e-02  -9.90054279e-02  -7.77931459e-02
   -1.78088654e-01  -5.88351155e-02   1.04083407e-01  -2.63314396e-02
   -1.87075564e-01   1.25721816e-01]
 [  1.32580400e-01  -1.50525363e-01  -4.41014563e-02  -9.75245654e-02
   -3.10561576e-01  -7.20767217e-02   1.92864738e-01  -1.02089982e-01
   -1.16457024e-01   1.01360289e-01]
 [ -2.55341215e-02   9.92975933e-02  -1.03458432e-01   4.26966989e-02
   -2.03899842e-03   7.49191537e-02   4.68075542e-02   1.49091439e-01
    2.65151964e-01  -1.50800506e-02]
 [ -1.42646977e-01  -1.95695844e-01  -2.62678581e-02  -2.03623051e-01
    3.20824072e-01  -8.52064864e-03   1.52618212e-01   6.78904011e-03
   -5.99181096e-02  -8.44420878e-02]
 [ -2.96890126e-01  -2.94637060e-01  -6.28063237e-02  -2.36144933e-02
    1.77440203e-01  -7.48359641e-02  -1.78698115e-01   1.06830322e-01
   -1.48406334e-01  -2.87585311e-01]
 [  1.89407343e-01   2.29904071e-01   1.04110235e-02  -3.68899274e-02
    1.20746752e-02   5.83573750e-02  -6.52676044e-02  -9.06239697e-02
   -4.65519165e-03  -4.99817841e-02]
 [  4.52413841e-02   2.00848317e-02  -2.19505685e-01   1.05394369e-01
    1.41176089e-01  -5.88088783e-02   1.74300714e-01   1.99539527e-02
   -1.40041442e-02  -1.66447575e-01]
 [  2.36690597e-02   1.70638895e-01   1.51148908e-01  -3.91669133e-02
   -2.29842280e-01  -1.70524452e-02  -1.62300763e-02   7.54966443e-02
   -1.53871198e-01  -3.76280693e-02]
 [  1.23498462e-01   1.75387036e-02  -7.52441970e-03  -9.88403488e-02
   -1.00792425e-01   5.90492835e-02  -1.02117716e-01   6.24296464e-02
    2.32257537e-02   3.49434066e-02]
 [ -1.46235050e-01   1.64888857e-01   1.24220370e-01   4.00641077e-02
    1.59032218e-01  -1.55531960e-01  -1.53456076e-01  -1.36539785e-01
    9.43974674e-04   1.37794177e-01]
 [  1.73843234e-01   2.33100523e-01   8.90429247e-02   1.24603322e-01
   -6.33229005e-02  -2.56031347e-01  -8.05976515e-02  -8.92189357e-02
   -1.12726926e-01   1.49142149e-01]
 [  2.85624174e-02  -1.58764472e-01   8.92465884e-02   1.93410557e-01
   -3.20023979e-02  -1.63446927e-02  -1.00514693e-01   4.51043049e-02
    1.26937841e-01  -1.66688357e-01]
 [  5.93513175e-02   3.42331120e-02   1.06739224e-01  -6.84449192e-02
   -1.56191907e-01   2.17282437e-01   1.67436079e-02   7.53071722e-02
    1.45973185e-01  -3.33870524e-01]
 [  2.09759435e-01  -1.62161177e-01   3.86295451e-03  -2.83229107e-01
    4.16168871e-01  -9.96667617e-02  -9.82144508e-02   1.84137748e-01
    1.42013607e-01  -2.86802828e-01]
 [ -2.20346224e-01  -1.23628492e-01   1.66983045e-02  -2.19861533e-02
    3.52916108e-01  -1.75711628e-01  -1.53012569e-01   1.45970286e-01
    3.48639804e-01  -2.51358269e-01]
 [  2.16360256e-01  -1.35641815e-02  -1.00344806e-01   1.51179032e-01
    2.39407339e-01  -1.60081817e-01  -1.12467446e-01  -8.50039739e-02
    3.09996062e-02  -1.01213561e-01]
 [ -2.84646680e-01  -1.75247518e-01   2.69629440e-01  -4.39329910e-03
   -8.93293689e-02   8.49466616e-02   1.23397514e-01   1.74270241e-01
   -1.25169555e-02  -8.81733604e-02]
 [  1.20805491e-01   7.49056558e-03   2.44305250e-01  -2.24528974e-01
   -8.47723961e-03   9.10084088e-02   1.05899773e-01   1.69153040e-01
    9.03362787e-02  -9.34430817e-02]
 [  1.37258724e-01   8.90165050e-02  -9.74355893e-02  -1.06442453e-01
   -1.95662705e-01   2.00802845e-01   6.87520239e-02  -1.92798330e-01
   -1.11097205e-01   1.26749993e-02]
 [ -1.68954270e-01   1.22466611e-01  -1.94262645e-01  -6.79146718e-02
   -3.11934324e-01   6.89486437e-02   1.72324167e-01   1.02904059e-01
    2.47401746e-02   4.66034091e-02]
 [  2.75003185e-02   8.04256728e-02  -1.43551507e-04   5.79836873e-02
   -6.72732947e-02   1.59375001e-01  -2.94395731e-01  -5.16037608e-02
   -3.67731845e-02  -1.59211225e-01]
 [  1.56552679e-02   2.01979598e-03   2.04997635e-01  -1.52387738e-01
   -6.16091465e-02  -1.96809679e-01   1.35608070e-01  -1.97151458e-01
    1.76446135e-02   1.50589826e-01]
 [  2.01380083e-02   2.37175496e-01   3.94534688e-01   2.00276224e-01
    9.32654958e-02   2.90729563e-02   1.04236689e-01  -7.39181018e-02
    1.47581050e-01  -3.64948453e-02]
 [  3.04606058e-02   2.95057979e-02   3.04755451e-02   8.43828300e-02
   -8.58438822e-02  -1.11529936e-01   9.53722080e-02  -1.54247807e-01
    5.47016667e-02   1.11713274e-01]
 [ -4.99085767e-02   2.09517688e-01   2.72561939e-01  -1.08305390e-01
   -6.92986045e-02  -2.94225624e-02  -1.74395209e-02   9.40287030e-02
   -2.45211330e-01   1.95428122e-02]
 [ -9.49548609e-02  -2.92368518e-03   2.04746715e-01  -3.87253726e-02
   -9.24613940e-02  -1.24401723e-01  -1.64831147e-01  -1.38098229e-01
   -2.17417033e-01   1.26400082e-02]
 [  9.38554288e-02  -2.89085934e-01   8.32435349e-02   7.63754290e-02
    4.33148904e-02   1.49113530e-01   1.84022885e-01   2.82185886e-02
   -1.07799137e-01   1.75653385e-01]]
final_inputs_run [[-1.20782548]
 [-1.2214929 ]
 [-1.26741216]
 ..., 
 [-0.30500879]
 [-0.17412309]
 [ 0.01287856]]
final_outputs_run [[-1.20782548]
 [-1.2214929 ]
 [-1.26741216]
 ..., 
 [-0.30500879]
 [-0.17412309]
 [ 0.01287856]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

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Progress: 1.4% ... Training loss: 0.560 ... Validation loss: 0.922[-0.55106878]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
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15412   1        0 -0.399817  0.740016   0.276298         0         0   
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15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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2             0         0             1    ...          0      0      0   
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15433         0         1             0    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
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15458         0         1             1    ...          0      0      0   
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15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
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15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
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16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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15436          0  
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[1440 rows x 56 columns]
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    4.47990812e-02   1.48896455e-01   1.83734077e-01   2.85072344e-02
   -1.07700763e-01   1.75165795e-01]]
final_inputs_run [[ 0.19740859]
 [ 0.33263924]
 [ 0.53007044]
 ..., 
 [ 0.24177225]
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final_outputs_run [[ 0.19740859]
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 ..., 
 [ 0.24177225]
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Progress: 1.4% ... Training loss: 0.559 ... Validation loss: 0.929[ 0.56531495]
[ 0.07465046]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
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final_inputs_run [[-1.17742719]
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 ..., 
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final_outputs_run [[-1.17742719]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
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15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
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15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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[1440 rows x 56 columns]
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   -1.89218158e-02   1.57803629e-01  -3.78244934e-02  -2.94860168e-02
    1.05422880e-01   8.40618546e-02]
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   -5.70168607e-03  -7.18658884e-02]
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 [  1.10190612e-01   1.92341528e-01   3.04379272e-02  -5.54670000e-02
    2.84563196e-02   2.10609926e-01  -5.22130343e-02  -2.19459801e-01
   -8.60004231e-02   1.57020840e-01]
 [ -1.43416573e-02  -3.23558154e-02  -5.73233550e-03  -1.49051549e-01
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    1.15713065e-01   6.76583565e-02]
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   -2.39559283e-01   1.58168956e-01   1.63431772e-01  -3.97799860e-02
    2.38922848e-01   9.81649468e-02]
 [  6.54671831e-04  -5.08538015e-02  -1.82322312e-01   1.85175908e-01
   -1.65330469e-01  -1.57140984e-02  -1.63181463e-03   9.18077812e-02
   -9.95993174e-02   2.40437768e-01]
 [  1.84305502e-01   2.00844560e-01  -8.34670782e-02   2.46441643e-01
   -2.07782403e-01  -3.25582689e-02  -4.19402621e-02   1.38124783e-01
    1.03259064e-01   3.32927429e-01]
 [ -1.77267929e-01   7.16958840e-02  -1.96611235e-01   1.28727607e-01
   -2.54446507e-01  -1.04217826e-01  -1.29332571e-01   2.90462731e-02
    1.12492460e-01  -1.98769779e-01]
 [  1.07584414e-01  -2.50155599e-02  -9.97653916e-02  -7.69908642e-02
   -1.80731361e-01  -5.83624227e-02   1.04638403e-01  -2.68482603e-02
   -1.87264690e-01   1.26844990e-01]
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   -3.14353551e-01  -7.13664656e-02   1.93670793e-01  -1.02840932e-01
   -1.16725826e-01   1.03004673e-01]
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   -3.54794518e-03   7.52068672e-02   4.71408070e-02   1.48793026e-01
    2.65044690e-01  -1.43876258e-02]
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   -5.97957875e-02  -8.51926001e-02]
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   -1.48050160e-01  -2.89608436e-01]
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    1.36751753e-02   5.80412729e-02  -6.56326130e-02  -9.02876495e-02
   -4.53172665e-03  -5.07284353e-02]
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    1.38735171e-01  -5.83126670e-02   1.74872128e-01   1.94311847e-02
   -1.41967236e-02  -1.65312848e-01]
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   -2.28526869e-01  -1.73220216e-02  -1.65286135e-02   7.57592278e-02
   -1.53777355e-01  -3.81901664e-02]
 [  1.21020364e-01   1.53788933e-02  -5.36613160e-03  -1.00915287e-01
   -9.38320986e-02   5.77319184e-02  -1.03695400e-01   6.38699495e-02
    2.37571081e-02   3.19680945e-02]
 [ -1.46427970e-01   1.64755324e-01   1.24391293e-01   3.99114983e-02
    1.59198852e-01  -1.55629739e-01  -1.53555219e-01  -1.36447730e-01
    9.76766840e-04   1.37592055e-01]
 [  1.73004627e-01   2.32404157e-01   8.97493797e-02   1.23900072e-01
   -6.08043423e-02  -2.56452548e-01  -8.10895340e-02  -8.87675897e-02
   -1.12561648e-01   1.48149875e-01]
 [  2.85963920e-02  -1.58622977e-01   8.92213188e-02   1.93479307e-01
   -3.21794000e-02  -1.62911844e-02  -1.00454278e-01   4.50278745e-02
    1.26907671e-01  -1.66543995e-01]
 [  5.90670276e-02   3.40060087e-02   1.06941707e-01  -6.86544018e-02
   -1.55629347e-01   2.17130875e-01   1.65658888e-02   7.54600180e-02
    1.46030169e-01  -3.34129207e-01]
 [  2.08224589e-01  -1.63553648e-01   5.19281299e-03  -2.84437634e-01
    4.19902880e-01  -1.00411412e-01  -9.92336005e-02   1.85044484e-01
    1.42351881e-01  -2.88649356e-01]
 [ -2.21738329e-01  -1.25008158e-01   1.80549589e-02  -2.32945325e-02
    3.56559665e-01  -1.76492000e-01  -1.53985096e-01   1.46843588e-01
    3.48956066e-01  -2.53262939e-01]
 [  2.15442883e-01  -1.44285864e-02  -9.95782240e-02   1.50336348e-01
    2.41747698e-01  -1.60566741e-01  -1.13096020e-01  -8.44433683e-02
    3.12065503e-02  -1.02354605e-01]
 [ -2.84462839e-01  -1.75094636e-01   2.69490535e-01  -4.24684306e-03
   -8.98474289e-02   8.50322532e-02   1.23497750e-01   1.74173044e-01
   -1.25507143e-02  -8.79672972e-02]
 [  1.20935637e-01   7.59444556e-03   2.44243606e-01  -2.24458395e-01
   -8.72186103e-03   9.10606252e-02   1.05964122e-01   1.69104022e-01
    9.03126198e-02  -9.33251475e-02]
 [  1.37485738e-01   8.92046841e-02  -9.76241411e-02  -1.06267354e-01
   -1.96301941e-01   2.00918878e-01   6.88895176e-02  -1.92929488e-01
   -1.11145538e-01   1.29484618e-02]
 [ -1.68567047e-01   1.22814223e-01  -1.94597937e-01  -6.75971311e-02
   -3.13082055e-01   6.91558582e-02   1.72560167e-01   1.02693905e-01
    2.46641663e-02   4.70933839e-02]
 [  2.76951471e-02   8.05470069e-02  -1.76665290e-04   5.80590435e-02
   -6.75253312e-02   1.59427680e-01  -2.94425447e-01  -5.16407105e-02
   -3.67809792e-02  -1.58960109e-01]
 [  1.54022604e-02   1.71998237e-03   2.05322515e-01  -1.52648166e-01
   -6.10119890e-02  -1.96936542e-01   1.35376912e-01  -1.96950384e-01
    1.77144700e-02   1.50177675e-01]
 [  2.10334218e-02   2.38028679e-01   3.93839573e-01   2.01052297e-01
    9.00939813e-02   2.94936199e-02   1.04783014e-01  -7.44306571e-02
    1.47393211e-01  -3.52923543e-02]
 [  3.01287547e-02   2.91732459e-02   3.08603595e-02   8.40203380e-02
   -8.53872055e-02  -1.11739827e-01   9.51469230e-02  -1.54012108e-01
    5.47973084e-02   1.11259803e-01]
 [ -5.09395793e-02   2.08550422e-01   2.73520086e-01  -1.09259204e-01
   -6.63483867e-02  -2.99754608e-02  -1.81867619e-02   9.46805940e-02
   -2.44968551e-01   1.82574433e-02]
 [ -9.37231091e-02  -1.77126524e-03   2.03672189e-01  -3.75994162e-02
   -9.59982631e-02  -1.23761615e-01  -1.64094965e-01  -1.38803770e-01
   -2.17670533e-01   1.41379446e-02]
 [  9.23839726e-02  -2.90379176e-01   8.45127236e-02   7.51270983e-02
    4.70677868e-02   1.48367473e-01   1.83082913e-01   2.90702288e-02
   -1.07487287e-01   1.73920154e-01]]
final_inputs_run [[ 0.23853768]
 [ 0.37588014]
 [ 0.57270376]
 ..., 
 [ 0.28503636]
 [-0.0139717 ]
 [-0.04684571]]
final_outputs_run [[ 0.23853768]
 [ 0.37588014]
 [ 0.57270376]
 ..., 
 [ 0.28503636]
 [-0.0139717 ]
 [-0.04684571]]
Progress: 1.4% ... Training loss: 0.558 ... Validation loss: 0.909[-0.54046659]
[-0.33953934]
[ 0.09022631]
[-0.74440793]
[ 1.94286911]
[-0.60262428]
[-0.27086067]
[ 0.24662081]
[ 0.94224516]
[-0.43656115]
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[ 0.34266539]
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[ 0.04170807]
[ 0.15700518]
[-0.69367022]
[-0.99564018]
[-0.72969143]
[ 0.4297428]
[-0.25301126]
[ 1.1407286]
[ 0.79566397]
[ 1.18816937]
[ 0.20531556]
[-0.19233313]
[ 0.32346721]
[ 0.00395826]
[-0.23463329]
[ 0.14185839]
[-0.15526199]
[-0.01715668]
[ 0.00687746]
[-0.4875878]
[ 0.15139204]
[ 1.05646911]
[ 0.31676692]
[-0.92280993]
[ 1.32380084]
[ 2.2563911]
[ 0.49481106]
[-0.7767952]
[ 0.34772043]
[-0.25813148]
[-0.13679851]
[ 0.28756153]
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[-0.43654053]
[ 0.43912355]
[ 0.26007833]
[ 0.39244134]
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[ 0.128467]
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[ 1.32527343]
[-0.6987942]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
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    1.57806359e-01  -1.55355861e-01  -1.53190174e-01  -1.36796373e-01
    8.45464112e-04   1.38321846e-01]
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   -1.12477790e-01   1.47750042e-01]
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   -3.31740443e-02  -1.60981872e-02  -1.00190214e-01   4.47884604e-02
    1.26812157e-01  -1.66097704e-01]
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   -1.54219540e-01   2.16854811e-01   1.62441418e-02   7.57488861e-02
    1.46141290e-01  -3.34724618e-01]
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    4.21569521e-01  -1.00811554e-01  -9.97114618e-02   1.85493516e-01
    1.42528715e-01  -2.89540022e-01]
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    3.60937604e-01  -1.77322600e-01  -1.55093164e-01   1.47851149e-01
    3.49349201e-01  -2.55205735e-01]
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    2.43235046e-01  -1.60916502e-01  -1.13525301e-01  -8.40457378e-02
    3.13588560e-02  -1.03136479e-01]
 [ -2.84465615e-01  -1.75102895e-01   2.69511125e-01  -4.25573918e-03
   -8.98587494e-02   8.50282290e-02   1.23491324e-01   1.74178691e-01
   -1.25483760e-02  -8.79793323e-02]
 [  1.20827873e-01   7.49961317e-03   2.44348736e-01  -2.24560427e-01
   -8.41598818e-03   9.10029369e-02   1.05896111e-01   1.69168407e-01
    9.03360921e-02  -9.34611202e-02]
 [  1.37547342e-01   8.92628878e-02  -9.76746168e-02  -1.06238913e-01
   -1.96492446e-01   2.00944531e-01   6.89159244e-02  -1.92957352e-01
   -1.11154612e-01   1.30051951e-02]
 [ -1.68327763e-01   1.23049217e-01  -1.94824223e-01  -6.73779237e-02
   -3.13777867e-01   6.92876429e-02   1.72713124e-01   1.02544944e-01
    2.46093896e-02   4.74080506e-02]
 [  2.74707006e-02   8.03243747e-02  -5.75108695e-06   5.78855854e-02
   -6.70024166e-02   1.59298854e-01  -2.94594528e-01  -5.15013498e-02
   -3.67212597e-02  -1.59216275e-01]
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   -6.13828668e-02  -1.96924642e-01   1.35426054e-01  -1.97009898e-01
    1.76946330e-02   1.50341439e-01]
 [  2.03468477e-02   2.37097237e-01   3.94749632e-01   2.00168698e-01
    9.22795572e-02   2.90226231e-02   1.04134265e-01  -7.38234948e-02
    1.47632506e-01  -3.64474208e-02]
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   -8.50596972e-02  -1.11816561e-01   9.50847068e-02  -1.53936285e-01
    5.48228167e-02   1.11165240e-01]
 [ -5.14202251e-02   2.08137919e-01   2.74003724e-01  -1.09692596e-01
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 [ -9.38837603e-02  -1.85821617e-03   2.03794809e-01  -3.76232630e-02
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   -2.17636764e-01   1.40040828e-02]
 [  9.31391565e-02  -2.89689362e-01   8.38423796e-02   7.57794207e-02
    4.47700371e-02   1.48768105e-01   1.83511761e-01   2.86504915e-02
   -1.07651888e-01   1.74878095e-01]]
final_inputs_run [[ 0.26968536]
 [ 0.40371462]
 [ 0.59956386]
 ..., 
 [ 0.31265321]
 [ 0.01373879]
 [-0.01454404]]
final_outputs_run [[ 0.26968536]
 [ 0.40371462]
 [ 0.59956386]
 ..., 
 [ 0.31265321]
 [ 0.01373879]
 [-0.01454404]]
Progress: 1.4% ... Training loss: 0.559 ... Validation loss: 0.898[-1.19473092]
[ 0.00847302]
[ 0.74335687]
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[ 1.73121632]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
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...          ...  
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15429          0  
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15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.52701999e-01  -1.94529765e-01   1.15276207e-01  -1.55959303e-01
    4.35612800e-01  -1.07773578e-01  -1.44698445e-01   3.06766428e-02
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    5.67432777e-01  -2.05300350e-01  -9.21403184e-02   1.54587616e-01
   -5.15253307e-02  -2.14907371e-01]
 [  1.33710672e-01   3.27008940e-01  -3.55249404e-01   3.16592226e-01
   -3.56395259e-01   7.90304685e-02  -2.89962119e-02  -7.79653688e-02
    4.36040325e-02   2.64749672e-01]
 [ -2.20143564e-01   4.50586599e-02   1.16375022e-01  -5.14166672e-02
   -2.98700032e-02  -1.23898366e-02  -6.89905120e-02  -3.81972682e-03
   -1.42677858e-01  -2.07914818e-02]
 [  3.55824568e-01   3.86398930e-03   7.00849860e-02  -1.57502978e-01
   -3.44181974e-01   2.76525984e-01   3.43250781e-02   5.87399518e-02
    1.50736313e-01   9.32327443e-02]
 [ -7.09131113e-02  -5.73873341e-02   2.53749786e-03   1.59251614e-01
   -2.93629946e-03  -2.84161333e-01   4.23288668e-03  -4.00395792e-02
    1.18319054e-01   8.21007761e-02]
 [  2.33002030e-01   1.06148962e-01   7.38952608e-02   9.70814336e-02
   -8.60559740e-02  -6.75371291e-02   2.51951666e-02   1.15561884e-01
    4.91629436e-02   4.46580845e-02]
 [ -1.83214384e-01  -1.95090596e-02  -6.78565109e-02  -6.14459225e-02
    2.64088279e-01   6.89981921e-02  -4.05385882e-02   1.96670166e-01
   -6.62744283e-02   6.41492394e-02]
 [ -1.06158618e-01  -1.01051473e-01  -4.94063352e-02  -8.00757071e-02
   -7.38683171e-02  -6.90605170e-02   2.77674292e-01   9.39022078e-02
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 [ -1.38924081e-01   8.90542419e-02  -1.31669774e-01   6.70315483e-02
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   -2.41941679e-01   5.67479667e-03]
 [ -1.49188170e-01   5.72911600e-02   3.18995446e-03  -1.38939351e-01
   -4.99648099e-02  -2.59398775e-02   5.57915122e-02   7.02687698e-02
   -1.81990716e-01   1.43156597e-01]
 [  2.54206122e-01  -2.15295697e-01  -8.69367846e-02   7.78901424e-02
    1.56658926e-01   4.18979766e-02  -5.65925811e-02  -6.10837860e-02
    2.54151640e-01   2.43839109e-02]
 [ -9.22025105e-02   1.49797548e-01  -5.00433777e-02   2.50854836e-02
    1.20718573e-01  -9.70673467e-02   8.64245123e-04  -2.83723837e-02
    4.59909256e-02   1.34705553e-01]
 [  8.59774035e-02   1.43668814e-01  -1.95632125e-02  -4.74508487e-03
    5.91679943e-02  -3.85537757e-02  -2.50684067e-01   2.49180399e-01
   -1.41266170e-01  -2.53750097e-02]
 [ -3.08420109e-02   2.93564023e-01  -1.16576002e-01   3.78736652e-02
    7.28907857e-02  -5.06446957e-02  -8.26992803e-02  -2.63237009e-01
   -8.12085305e-02  -1.29869112e-01]
 [ -6.85861642e-02   1.44663807e-01  -9.43503639e-02  -2.95258356e-01
   -1.77566617e-01  -3.09732795e-01   4.33509581e-02  -8.20931086e-02
   -8.54505343e-02  -1.72382547e-01]
 [  7.02736803e-02   1.43899819e-02  -6.05580066e-02  -1.02458158e-01
   -9.42753901e-02  -3.33381105e-02   5.78614547e-02   4.61003776e-02
   -5.42325920e-04   9.37559387e-02]
 [ -1.84173886e-01  -1.04095065e-02   1.63775700e-02   1.01651469e-01
   -1.92735945e-01   8.89943871e-02   5.57263232e-02   2.07978343e-01
    1.33615463e-01  -8.20115835e-03]
 [ -1.09338688e-01   1.79428916e-01   2.09538394e-01   2.03403991e-02
   -8.51082813e-03   5.80921589e-02   1.29177458e-01  -1.56465314e-01
    1.90045482e-01  -1.64886810e-02]
 [  2.09532889e-01  -6.00227821e-02  -2.34650190e-02  -2.09225853e-01
   -1.98428260e-02   1.57797814e-01  -3.78795730e-02  -2.94602701e-02
    1.05459966e-01   8.42010863e-02]
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    3.19621722e-01  -9.99053902e-02   1.11048483e-01   5.59177296e-02
   -5.68828049e-03  -7.18635394e-02]
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    2.03881613e-01  -6.42011098e-02   6.02024230e-02  -9.63197138e-02
    2.11809371e-01   1.88676189e-01]
 [  1.10376374e-01   1.92474321e-01   3.02842448e-02  -5.53229909e-02
    2.79641500e-02   2.10694213e-01  -5.21065517e-02  -2.19557930e-01
   -8.60351539e-02   1.57233909e-01]
 [ -1.42693127e-02  -3.22860007e-02  -5.80954319e-03  -1.48983012e-01
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    1.15694393e-01   6.77583640e-02]
 [  1.20451527e-01   1.20168726e-02  -2.00082310e-01  -2.10773640e-01
   -2.41260271e-01   1.58466941e-01   1.63763276e-01  -4.01153451e-02
    2.38798644e-01   9.88726184e-02]
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   -1.67538716e-01  -1.53477172e-02  -1.18237046e-03   9.13734699e-02
   -9.97674018e-02   2.41346983e-01]
 [  1.85053486e-01   2.01447815e-01  -8.40587239e-02   2.47045412e-01
   -2.09906732e-01  -3.21789912e-02  -4.15035235e-02   1.37697689e-01
    1.03093671e-01   3.33744363e-01]
 [ -1.75714199e-01   7.30570239e-02  -1.97950123e-01   1.30055458e-01
   -2.58958883e-01  -1.03422705e-01  -1.28386955e-01   2.81179517e-02
    1.12143605e-01  -1.96831714e-01]
 [  1.08326372e-01  -2.43653933e-02  -1.00413422e-01  -7.63440967e-02
   -1.82922245e-01  -5.79715954e-02   1.05084598e-01  -2.72867768e-02
   -1.87433412e-01   1.27759347e-01]
 [  1.35296284e-01  -1.48178926e-01  -4.63412955e-02  -9.52430619e-02
   -3.18315833e-01  -7.07015930e-02   1.94460904e-01  -1.03621222e-01
   -1.17028271e-01   1.04638842e-01]
 [ -2.48600753e-02   9.99411104e-02  -1.04049571e-01   4.32963871e-02
   -4.04210659e-03   7.52677235e-02   4.72183493e-02   1.48720235e-01
    2.65016503e-01  -1.42047652e-02]
 [ -1.43462370e-01  -1.96551402e-01  -2.55330414e-02  -2.04398837e-01
    3.23170996e-01  -8.98929489e-03   1.52082437e-01   7.31702951e-03
   -5.97250803e-02  -8.54908460e-02]
 [ -2.99768501e-01  -2.97367974e-01  -6.01403298e-02  -2.62331051e-02
    1.85673270e-01  -7.64458191e-02  -1.80592427e-01   1.08643705e-01
   -1.47714704e-01  -2.91355901e-01]
 [  1.88725171e-01   2.29376051e-01   1.10106895e-02  -3.74909078e-02
    1.40130051e-02   5.80089831e-02  -6.56713853e-02  -9.02467985e-02
   -4.51522355e-03  -5.08311760e-02]
 [  4.63696110e-02   2.10246667e-02  -2.20417960e-01   1.06297686e-01
    1.38241887e-01  -5.82363625e-02   1.74956962e-01   1.93466614e-02
   -1.42281805e-02  -1.65124231e-01]
 [  2.27914648e-02   1.69889149e-01   1.51939118e-01  -3.99652778e-02
   -2.27504972e-01  -1.75478041e-02  -1.67838700e-02   7.59939848e-02
   -1.53686705e-01  -3.86969055e-02]
 [  1.20579788e-01   1.49623788e-02  -4.92594255e-03  -1.01309240e-01
   -9.26479428e-02   5.74656528e-02  -1.04003383e-01   6.41586263e-02
    2.38765425e-02   3.13655042e-02]
 [ -1.46053079e-01   1.65163405e-01   1.24073596e-01   4.02319239e-02
    1.58072289e-01  -1.55442262e-01  -1.53294897e-01  -1.36706487e-01
    8.86378391e-04   1.38137938e-01]
 [  1.72704696e-01   2.32156736e-01   9.00564954e-02   1.23657505e-01
   -6.03753250e-02  -2.56616812e-01  -8.12835691e-02  -8.85847575e-02
   -1.12485409e-01   1.47813996e-01]
 [  2.87846405e-02  -1.58346945e-01   8.90662728e-02   1.93675495e-01
   -3.28765037e-02  -1.61747281e-02  -1.00280447e-01   4.48696862e-02
    1.26846863e-01  -1.66246649e-01]
 [  5.82272760e-02   3.32679454e-02   1.07645531e-01  -6.93732153e-02
   -1.53383074e-01   2.16679387e-01   1.60435502e-02   7.59415768e-02
    1.46215747e-01  -3.35102941e-01]
 [  2.05933654e-01  -1.65577665e-01   7.18444571e-03  -2.86234817e-01
    4.24436460e-01  -1.01650281e-01  -1.00794778e-01   1.86512498e-01
    1.42950009e-01  -2.91322886e-01]
 [ -2.23936647e-01  -1.27244185e-01   2.01824225e-02  -2.54452297e-02
    3.63019987e-01  -1.77752623e-01  -1.55673050e-01   1.48400569e-01
    3.49572147e-01  -2.56206449e-01]
 [  2.14524915e-01  -1.52613118e-02  -9.87462314e-02   1.49524040e-01
    2.43855250e-01  -1.61052654e-01  -1.13685006e-01  -8.38879833e-02
    3.14203459e-02  -1.03464761e-01]
 [ -2.84757844e-01  -1.75424302e-01   2.69855136e-01  -4.56916748e-03
   -8.89848488e-02   8.48188182e-02   1.23237526e-01   1.74423444e-01
   -1.24495661e-02  -8.84308403e-02]
 [  1.21201475e-01   7.85305069e-03   2.44027165e-01  -2.24259302e-01
   -9.57151591e-03   9.11947174e-02   1.06142510e-01   1.68934509e-01
    9.02435487e-02  -9.29759747e-02]
 [  1.37646127e-01   8.93460355e-02  -9.77568253e-02  -1.06155203e-01
   -1.96785565e-01   2.00994582e-01   6.89742745e-02  -1.93013984e-01
   -1.11177186e-01   1.31237154e-02]
 [ -1.68008722e-01   1.23383430e-01  -1.95151577e-01  -6.70788874e-02
   -3.14921983e-01   6.94702809e-02   1.72950121e-01   1.02309363e-01
    2.45145552e-02   4.78606578e-02]
 [  2.72911469e-02   8.01679994e-02   1.68925003e-04   5.77359895e-02
   -6.66757427e-02   1.59201203e-01  -2.94700134e-01  -5.13908729e-02
   -3.66730879e-02  -1.59416556e-01]
 [  1.63844627e-02   2.65587369e-03   2.04487586e-01  -1.51842977e-01
   -6.40819231e-02  -1.96457937e-01   1.36014487e-01  -1.97595065e-01
    1.74654268e-02   1.51476392e-01]
 [  1.94850713e-02   2.36250888e-01   3.95532002e-01   1.99445487e-01
    9.36895158e-02   2.85031205e-02   1.03443267e-01  -7.31865163e-02
    1.47897076e-01  -3.74689348e-02]
 [  2.99310752e-02   2.90673454e-02   3.10780969e-02   8.38526542e-02
   -8.57373374e-02  -1.11900624e-01   9.49981139e-02  -1.53872604e-01
    5.48620370e-02   1.11114355e-01]
 [ -5.16187812e-02   2.07963418e-01   2.74224437e-01  -1.09877610e-01
   -6.45746759e-02  -3.03630474e-02  -1.86477662e-02   9.50922916e-02
   -2.44788564e-01   1.74143694e-02]
 [ -9.35743017e-02  -1.71214614e-03   2.03659976e-01  -3.75074123e-02
   -9.70978206e-02  -1.23789798e-01  -1.64150382e-01  -1.38763098e-01
   -2.17647497e-01   1.42276735e-02]
 [  9.23909853e-02  -2.90409232e-01   8.45560638e-02   7.50842013e-02
    4.62846699e-02   1.48321010e-01   1.82929269e-01   2.91705853e-02
   -1.07432904e-01   1.73821943e-01]]
final_inputs_run [[-1.11884456]
 [-1.13431001]
 [-1.17778286]
 ..., 
 [-0.21486267]
 [-0.07477409]
 [ 0.11031794]]
final_outputs_run [[-1.11884456]
 [-1.13431001]
 [-1.17778286]
 ..., 
 [-0.21486267]
 [-0.07477409]
 [ 0.11031794]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
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    4.62846699e-02   1.48321010e-01   1.82929269e-01   2.91705853e-02
   -1.07432904e-01   1.73821943e-01]]
final_inputs_run [[ 0.30134348]
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 ..., 
 [ 0.3439042 ]
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final_outputs_run [[ 0.30134348]
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 [ 0.3439042 ]
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Progress: 1.4% ... Training loss: 0.563 ... Validation loss: 0.886[ 0.09837106]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
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27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
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15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
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15427   1        0 -0.192085  1.310171  -0.821460         0         0   
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15429   1        0 -0.192085  1.310171  -1.553844         0         0   
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15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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[15435 rows x 56 columns]
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 [  3.78202936e-02   3.30771385e-02  -2.60405114e-01  -2.23402173e-01
    3.22450798e-01  -1.00526216e-01   1.10237995e-01   5.67096092e-02
   -5.34972012e-03  -7.33857689e-02]
 [ -1.55701666e-01   9.79211559e-02  -2.28459559e-01   6.29697304e-02
    2.03054306e-01  -6.40399291e-02   6.03906931e-02  -9.65187372e-02
    2.11734405e-01   1.89021255e-01]
 [  1.10320678e-01   1.92424059e-01   3.03348452e-02  -5.53700993e-02
    2.81856309e-02   2.10658452e-01  -5.21453673e-02  -2.19523172e-01
   -8.60204824e-02   1.57163219e-01]
 [ -1.43710219e-02  -3.23661503e-02  -5.71536507e-03  -1.49076461e-01
    2.03443236e-01   2.55509545e-02   3.07655345e-02  -1.27854450e-01
    1.15723418e-01   6.76441266e-02]
 [  1.20870912e-01   1.23796901e-02  -2.00456568e-01  -2.10426041e-01
   -2.42473057e-01   1.58673036e-01   1.64003793e-01  -4.03650390e-02
    2.38699475e-01   9.93818049e-02]
 [  2.13801047e-03  -4.95789327e-02  -1.83653628e-01   1.86426787e-01
   -1.69642419e-01  -1.49764824e-02  -7.53741810e-04   9.09279643e-02
   -9.99437267e-02   2.42254011e-01]
 [  1.85418859e-01   2.01746124e-01  -8.43712718e-02   2.47356738e-01
   -2.11009853e-01  -3.19951534e-02  -4.12867682e-02   1.37473351e-01
    1.03002963e-01   3.34191439e-01]
 [ -1.75092387e-01   7.36883780e-02  -1.98574883e-01   1.30653113e-01
   -2.61127559e-01  -1.03088067e-01  -1.27958019e-01   2.76700640e-02
    1.11979285e-01  -1.96000405e-01]
 [  1.09079248e-01  -2.36562606e-02  -1.01102546e-01  -7.56825929e-02
   -1.85038531e-01  -5.75842416e-02   1.05566337e-01  -2.77929504e-02
   -1.87633076e-01   1.28705291e-01]
 [  1.35800907e-01  -1.47724936e-01  -4.68037544e-02  -9.47986699e-02
   -3.19720822e-01  -7.04495001e-02   1.94760855e-01  -1.03935591e-01
   -1.17157244e-01   1.05268612e-01]
 [ -2.41367959e-02   1.00608779e-01  -1.04723569e-01   4.39293860e-02
   -6.24355536e-03   7.56443480e-02   4.76758163e-02   1.48242107e-01
    2.64825620e-01  -1.32760443e-02]
 [ -1.43503361e-01  -1.96577685e-01  -2.54956762e-02  -2.04430445e-01
    3.23284147e-01  -9.00465138e-03   1.52060542e-01   7.33906625e-03
   -5.97163156e-02  -8.55261797e-02]
 [ -3.01234600e-01  -2.98755734e-01  -5.86473334e-02  -2.76545001e-02
    1.90371332e-01  -7.72707965e-02  -1.81611172e-01   1.09667646e-01
   -1.47290779e-01  -2.93344401e-01]
 [  1.88456334e-01   2.29129908e-01   1.12824428e-02  -3.77551953e-02
    1.49094576e-02   5.78576716e-02  -6.58510413e-02  -9.00669745e-02
   -4.44185042e-03  -5.11689744e-02]
 [  4.65397376e-02   2.11882548e-02  -2.20517002e-01   1.06372768e-01
    1.37802791e-01  -5.81447149e-02   1.75065526e-01   1.92384552e-02
   -1.42689436e-02  -1.64955568e-01]
 [  2.25012988e-02   1.69642112e-01   1.52190038e-01  -4.02010924e-02
   -2.26725798e-01  -1.76946710e-02  -1.69558570e-02   7.61719476e-02
   -1.53615374e-01  -3.90344727e-02]
 [  1.20219459e-01   1.46529257e-02  -4.56028341e-03  -1.01642003e-01
   -9.13815419e-02   5.72969290e-02  -1.04199583e-01   6.43756788e-02
    2.39569828e-02   3.09244587e-02]
 [ -1.45873875e-01   1.65317210e-01   1.23935942e-01   4.03703607e-02
    1.57556896e-01  -1.55352982e-01  -1.53189718e-01  -1.36814087e-01
    8.42540276e-04   1.38353405e-01]
 [  1.72928007e-01   2.32352880e-01   8.98899890e-02   1.23842078e-01
   -6.10347240e-02  -2.56510228e-01  -8.11546441e-02  -8.87191590e-02
   -1.12539709e-01   1.48081773e-01]
 [  2.89967396e-02  -1.58148091e-01   8.88633828e-02   1.93888625e-01
   -3.36102410e-02  -1.60504904e-02  -1.00123614e-01   4.47124604e-02
    1.26782385e-01  -1.65947051e-01]
 [  5.75485999e-02   3.27295345e-02   1.08235400e-01  -6.98889502e-02
   -1.51509673e-01   2.16342049e-01   1.56535560e-02   7.63492752e-02
    1.46373570e-01  -3.35808539e-01]
 [  2.04372380e-01  -1.66898509e-01   8.57140895e-03  -2.87336574e-01
    4.27729162e-01  -1.02439003e-01  -1.01828422e-01   1.87498289e-01
    1.43380576e-01  -2.93052251e-01]
 [ -2.23981516e-01  -1.27309515e-01   2.02944624e-02  -2.55435371e-02
    3.63119294e-01  -1.77785926e-01  -1.55737677e-01   1.48468197e-01
    3.49590270e-01  -2.56315696e-01]
 [  2.13321343e-01  -1.63175224e-02  -9.76320577e-02   1.48519799e-01
    2.46828525e-01  -1.61627223e-01  -1.14445013e-01  -8.31008621e-02
    3.17392223e-02  -1.04894842e-01]
 [ -2.84838052e-01  -1.75495713e-01   2.69941044e-01  -4.63673613e-03
   -8.87685984e-02   8.47723132e-02   1.23180678e-01   1.74483060e-01
   -1.24262374e-02  -8.85369002e-02]
 [  1.21633036e-01   8.28876495e-03   2.43593592e-01  -2.23844792e-01
   -1.09064350e-02   9.14333221e-02   1.06424760e-01   1.68637141e-01
    9.01226955e-02  -9.23659210e-02]
 [  1.37777252e-01   8.94419761e-02  -9.78641539e-02  -1.06062855e-01
   -1.97172147e-01   2.01058750e-01   6.90457235e-02  -1.93091051e-01
   -1.11207957e-01   1.32771410e-02]
 [ -1.67722602e-01   1.23720960e-01  -1.95505606e-01  -6.67652638e-02
   -3.15992080e-01   6.96452911e-02   1.73174744e-01   1.02077983e-01
    2.44193695e-02   4.83219488e-02]
 [  2.71015245e-02   8.00067084e-02   3.42799740e-04   5.76015842e-02
   -6.62988006e-02   1.59107423e-01  -2.94812748e-01  -5.12797351e-02
   -3.66281034e-02  -1.59574843e-01]
 [  1.66907878e-02   3.02174572e-03   2.04260407e-01  -1.51567699e-01
   -6.53598369e-02  -1.96290774e-01   1.36227690e-01  -1.97830418e-01
    1.73827342e-02   1.51955525e-01]
 [  2.00890254e-02   2.36730100e-01   3.95011484e-01   1.99923114e-01
    9.20627319e-02   2.88089536e-02   1.03723627e-01  -7.34740630e-02
    1.47788382e-01  -3.66886081e-02]
 [  3.07424063e-02   2.97779359e-02   3.04107731e-02   8.44893976e-02
   -8.78252080e-02  -1.11509083e-01   9.54380198e-02  -1.54347848e-01
    5.46719833e-02   1.12057847e-01]
 [ -5.18117768e-02   2.07773093e-01   2.74451141e-01  -1.09980341e-01
   -6.46175586e-02  -3.04393544e-02  -1.87891166e-02   9.51813450e-02
   -2.44728054e-01   1.72246607e-02]
 [ -9.41852843e-02  -2.19752600e-03   2.04217382e-01  -3.80230361e-02
   -9.56842325e-02  -1.24094476e-01  -1.64517522e-01  -1.38391437e-01
   -2.17496994e-01   1.35009707e-02]
 [  9.14331999e-02  -2.91063547e-01   8.54015497e-02   7.44189697e-02
    4.82875323e-02   1.47844974e-01   1.82355119e-01   2.97462042e-02
   -1.07201142e-01   1.72848406e-01]]
final_inputs_run [[-1.1148918 ]
 [-1.13114863]
 [-1.17441264]
 ..., 
 [-0.20990962]
 [-0.06961973]
 [ 0.12021531]]
final_outputs_run [[-1.1148918 ]
 [-1.13114863]
 [-1.17441264]
 ..., 
 [-0.20990962]
 [-0.06961973]
 [ 0.12021531]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
15442          0  
15443          0  
15444          0  
15445          0  
15446          0  
15447          0  
15448          0  
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Progress: 1.4% ... Training loss: 0.562 ... Validation loss: 0.882[-0.39952205]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
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16846         0         1             0    ...          0      0      0   
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16850         0         1             0    ...          1      0      0   
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16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
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16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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15436          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16874          0          1          0          0          0          0   

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[1440 rows x 56 columns]
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    5.65149103e-02  -3.81147746e-02  -2.50181061e-01   2.48663159e-01
   -1.41480879e-01  -2.43001282e-02]
 [ -3.11047694e-02   2.93401926e-01  -1.16185289e-01   3.76019016e-02
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   -8.11381465e-02  -1.30032574e-01]
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   -1.80459059e-01  -3.09357327e-01   4.38409497e-02  -8.26391668e-02
   -8.56682507e-02  -1.71196858e-01]
 [  7.01026891e-02   1.43773918e-02  -6.04695769e-02  -1.02497006e-01
   -9.43232335e-02  -3.34148068e-02   5.77706435e-02   4.61815717e-02
   -5.06927799e-04   9.36236642e-02]
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   -1.93514299e-01   8.91061427e-02   5.57973264e-02   2.07890277e-01
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 [ -1.08140012e-01   1.80506812e-01   2.08425759e-01   2.13863292e-02
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   -8.60179701e-02   1.57145722e-01]
 [ -1.44577501e-02  -3.24305142e-02  -5.64148106e-03  -1.49140113e-01
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    1.15742725e-01   6.75505746e-02]
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    2.38432171e-01   1.00742498e-01]
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   -1.70449146e-01  -1.48417332e-02  -5.97172166e-04   9.07654954e-02
   -1.00004215e-01   2.42572397e-01]
 [  1.85856703e-01   2.02132161e-01  -8.47780265e-02   2.47727728e-01
   -2.12352165e-01  -3.17915449e-02  -4.10189495e-02   1.37185332e-01
    1.02888230e-01   3.34760951e-01]
 [ -1.73609256e-01   7.49608489e-02  -1.99904498e-01   1.31898563e-01
   -2.65620071e-01  -1.02353138e-01  -1.27071909e-01   2.67406548e-02
    1.11608203e-01  -1.94134504e-01]
 [  1.09702824e-01  -2.30522049e-02  -1.01703371e-01  -7.51231731e-02
   -1.86973878e-01  -5.72727478e-02   1.05975941e-01  -2.82268444e-02
   -1.87811579e-01   1.29514565e-01]
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   -3.21545851e-01  -7.01516208e-02   1.95103498e-01  -1.04311092e-01
   -1.17301816e-01   1.06000601e-01]
 [ -2.39806960e-02   1.00750769e-01  -1.04869562e-01   4.40657577e-02
   -6.71908591e-03   7.57220510e-02   4.77709075e-02   1.48142844e-01
    2.64790197e-01  -1.30799785e-02]
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   -5.95812103e-02  -8.61876092e-02]
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   -1.47278125e-01  -2.93413047e-01]
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    1.58367861e-02   5.76912387e-02  -6.60533114e-02  -8.98571684e-02
   -4.35569424e-03  -5.15774343e-02]
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    1.38337115e-01  -5.82328460e-02   1.74973479e-01   1.93451783e-02
   -1.42276457e-02  -1.65127619e-01]
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   -2.26961246e-01  -1.76541655e-02  -1.69083619e-02   7.61242566e-02
   -1.53635285e-01  -3.89337151e-02]
 [  1.19979041e-01   1.44344460e-02  -4.33552142e-03  -1.01850816e-01
   -9.06384049e-02   5.71707432e-02  -1.04349439e-01   6.45303921e-02
    2.40199649e-02   3.06141311e-02]
 [ -1.45859805e-01   1.65327976e-01   1.23931006e-01   4.03782627e-02
    1.57463458e-01  -1.55343543e-01  -1.53178595e-01  -1.36822515e-01
    8.38203123e-04   1.38375267e-01]
 [  1.73056925e-01   2.32475477e-01   8.97966074e-02   1.23949803e-01
   -6.13704261e-02  -2.56448309e-01  -8.10732255e-02  -8.88068851e-02
   -1.12574464e-01   1.48247140e-01]
 [  2.87794232e-02  -1.58293419e-01   8.90196609e-02   1.93769152e-01
   -3.29130071e-02  -1.61309658e-02  -1.00184481e-01   4.48056890e-02
    1.26821577e-01  -1.66145856e-01]
 [  5.72756415e-02   3.25136209e-02   1.08475055e-01  -7.01037355e-02
   -1.50706431e-01   2.16208397e-01   1.55002910e-02   7.65155523e-02
    1.46437013e-01  -3.36109575e-01]
 [  2.03649636e-01  -1.67461233e-01   9.14513317e-03  -2.87794552e-01
    4.29260791e-01  -1.02789748e-01  -1.02260992e-01   1.87912357e-01
    1.43562124e-01  -2.93830094e-01]
 [ -2.24586580e-01  -1.27895993e-01   2.09409999e-02  -2.60877148e-02
    3.64604732e-01  -1.78135224e-01  -1.56216637e-01   1.48934752e-01
    3.49778161e-01  -2.57229542e-01]
 [  2.13287329e-01  -1.63333795e-02  -9.76088904e-02   1.48501852e-01
    2.46816422e-01  -1.61637841e-01  -1.14459895e-01  -8.30871927e-02
    3.17461246e-02  -1.04922020e-01]
 [ -2.84800056e-01  -1.75474375e-01   2.69922442e-01  -4.61092859e-03
   -8.89100388e-02   8.48021798e-02   1.23213187e-01   1.74457829e-01
   -1.24395770e-02  -8.84868451e-02]
 [  1.21903918e-01   8.52692010e-03   2.43353640e-01  -2.23617839e-01
   -1.16998655e-02   9.15686283e-02   1.06583802e-01   1.68471047e-01
    9.00559542e-02  -9.20366204e-02]
 [  1.37914209e-01   8.95697444e-02  -9.79878826e-02  -1.05955750e-01
   -1.97595609e-01   2.01130835e-01   6.91319843e-02  -1.93180421e-01
   -1.11243574e-01   1.34452410e-02]
 [ -1.67185711e-01   1.24210473e-01  -1.96022135e-01  -6.62779322e-02
   -3.17718186e-01   6.99394027e-02   1.73511842e-01   1.01729722e-01
    2.42763026e-02   4.90285901e-02]
 [  2.75480164e-02   8.05221181e-02  -1.52879978e-04   5.81222437e-02
   -6.78757613e-02   1.59386318e-01  -2.94452121e-01  -5.16410497e-02
   -3.67643438e-02  -1.58874576e-01]
 [  1.73817202e-02   3.60893815e-03   2.03703869e-01  -1.50995039e-01
   -6.79708583e-02  -1.96008594e-01   1.36522977e-01  -1.98184554e-01
    1.72475585e-02   1.52771373e-01]
 [  2.08146703e-02   2.37368812e-01   3.94370297e-01   2.00538985e-01
    8.98599514e-02   2.91535331e-02   1.04169396e-01  -7.39370438e-02
    1.47602273e-01  -3.57853310e-02]
 [  3.07628133e-02   2.97999542e-02   3.03965937e-02   8.45178028e-02
   -8.79019613e-02  -1.11498032e-01   9.54557250e-02  -1.54369783e-01
    5.46644359e-02   1.12090436e-01]
 [ -5.11873541e-02   2.08339039e-01   2.73983809e-01  -1.09514509e-01
   -6.68322320e-02  -3.01048197e-02  -1.84238952e-02   9.47760112e-02
   -2.44877967e-01   1.80056011e-02]
 [ -9.37825103e-02  -1.86172480e-03   2.03884698e-01  -3.76798881e-02
   -9.68742938e-02  -1.23883039e-01  -1.64273481e-01  -1.38642972e-01
   -2.17601663e-01   1.39957547e-02]
 [  9.12840287e-02  -2.91205359e-01   8.55550004e-02   7.42847021e-02
    4.85923981e-02   1.47753392e-01   1.82251205e-01   2.98638276e-02
   -1.07154187e-01   1.72674982e-01]]
final_inputs_run [[ 0.26102894]
 [ 0.38643535]
 [ 0.58395675]
 ..., 
 [ 0.29638911]
 [-0.00748596]
 [-0.03520531]]
final_outputs_run [[ 0.26102894]
 [ 0.38643535]
 [ 0.58395675]
 ..., 
 [ 0.29638911]
 [-0.00748596]
 [-0.03520531]]
Progress: 1.4% ... Training loss: 0.554 ... Validation loss: 0.897[-0.86991603]
[-0.51738199]
[ 0.49218484]
[-0.2104685]
[ 0.25858417]
[-0.10684998]
[ 0.43455472]
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[ 1.12497784]
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[ 0.31685622]
[ 0.05550532]
[ 0.0047221]
[-0.34093684]
[ 0.41941676]
[-1.09121288]
[ 0.9155805]
[ 0.57284641]
[ 0.14460125]
[ 1.59559811]
[-0.00512979]
[ 0.32749972]
[ 1.53176286]
[ 0.10833075]
[ 0.91222818]
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[ 1.10203115]
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[ 0.37058537]
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[ 1.4974208]
[ 2.65386554]
[ 1.7089181]
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[ 0.23701389]
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[ 1.07813485]
[ 1.14807569]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
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15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
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15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
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15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
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15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
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16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
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16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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16874         0         1             0    ...          1      0      0   

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    2.64674908e-01  -1.24378594e-02]
 [ -1.45125089e-01  -1.98036616e-01  -2.40518671e-02  -2.05791390e-01
    3.27682891e-01  -9.82761741e-03   1.51088984e-01   8.32565721e-03
   -5.93328141e-02  -8.75578511e-02]
 [ -3.02929547e-01  -3.00297915e-01  -5.70887757e-02  -2.91881009e-02
    1.94955272e-01  -7.81936757e-02  -1.82724513e-01   1.10742617e-01
   -1.46885372e-01  -2.95487886e-01]
 [  1.87783243e-01   2.28550505e-01   1.19216739e-02  -3.83521604e-02
    1.69750491e-02   5.74906851e-02  -6.62858810e-02  -8.96314297e-02
   -4.27218336e-03  -5.20571424e-02]
 [  4.64323466e-02   2.11025916e-02  -2.20455012e-01   1.06296495e-01
    1.38199287e-01  -5.82053248e-02   1.75016488e-01   1.93016193e-02
   -1.42442526e-02  -1.65053842e-01]
 [  2.27178370e-02   1.69839017e-01   1.52010694e-01  -4.00218629e-02
   -2.27307793e-01  -1.75811223e-02  -1.68239236e-02   7.60392844e-02
   -1.53667689e-01  -3.87610878e-02]
 [  1.19849627e-01   1.42959717e-02  -4.20419111e-03  -1.01957552e-01
   -9.02767700e-02   5.70848621e-02  -1.04449607e-01   6.46276468e-02
    2.40594273e-02   3.04319121e-02]
 [ -1.45922372e-01   1.65275777e-01   1.23989704e-01   4.03221063e-02
    1.57604556e-01  -1.55380930e-01  -1.53222514e-01  -1.36780262e-01
    8.53886751e-04   1.38302295e-01]
 [  1.73217783e-01   2.32665172e-01   8.96924870e-02   1.24083610e-01
   -6.15706783e-02  -2.56378111e-01  -8.09300229e-02  -8.89378689e-02
   -1.12628070e-01   1.48487732e-01]
 [  2.81862051e-02  -1.58793735e-01   8.95747125e-02   1.93251257e-01
   -3.18407392e-02  -1.64711975e-02  -1.00603124e-01   4.51862675e-02
    1.26976879e-01  -1.66797768e-01]
 [  5.67044046e-02   3.20375816e-02   1.08964746e-01  -7.05795164e-02
   -1.49167297e-01   2.15867067e-01   1.50885535e-02   7.68899868e-02
    1.46589404e-01  -3.36771113e-01]
 [  2.02425792e-01  -1.68627381e-01   1.02114941e-02  -2.88689170e-01
    4.31606527e-01  -1.03395343e-01  -1.03135332e-01   1.88694735e-01
    1.43884219e-01  -2.95170064e-01]
 [ -2.25236897e-01  -1.28496750e-01   2.15281499e-02  -2.66453035e-02
    3.66064194e-01  -1.78444172e-01  -1.56620602e-01   1.49327594e-01
    3.49927832e-01  -2.58038269e-01]
 [  2.12265773e-01  -1.72564908e-02  -9.67073822e-02   1.47611968e-01
    2.49258955e-01  -1.62137152e-01  -1.15115261e-01  -8.24545109e-02
    3.19881973e-02  -1.06195919e-01]
 [ -2.84614997e-01  -1.75329940e-01   2.69810397e-01  -4.47610280e-03
   -8.93678718e-02   8.48855434e-02   1.23311304e-01   1.74365447e-01
   -1.24761465e-02  -8.82722308e-02]
 [  1.22052604e-01   8.65258519e-03   2.43242370e-01  -2.23502520e-01
   -1.21362885e-02   9.16431557e-02   1.06672812e-01   1.68389442e-01
    9.00223003e-02  -9.18566936e-02]
 [  1.38304231e-01   8.99340129e-02  -9.83373530e-02  -1.05640247e-01
   -1.98704046e-01   2.01335297e-01   6.93747227e-02  -1.93422085e-01
   -1.11337563e-01   1.39294251e-02]
 [ -1.67107027e-01   1.24286556e-01  -1.96098462e-01  -6.62037803e-02
   -3.17977512e-01   6.99808887e-02   1.73563530e-01   1.01678265e-01
    2.42571191e-02   4.91378520e-02]
 [  2.71299857e-02   8.01479575e-02   2.45574786e-04   5.77677362e-02
   -6.69204888e-02   1.59149840e-01  -2.94754608e-01  -5.13620325e-02
   -3.66508499e-02  -1.59321532e-01]
 [  1.68003891e-02   3.06258700e-03   2.04257989e-01  -1.51525721e-01
   -6.68909133e-02  -1.96292385e-01   1.36134695e-01  -1.97811742e-01
    1.73893105e-02   1.52010312e-01]
 [  2.01101147e-02   2.36635682e-01   3.94988675e-01   1.99936816e-01
    9.09114952e-02   2.87775694e-02   1.03611315e-01  -7.34331611e-02
    1.47810295e-01  -3.65801272e-02]
 [  3.01589726e-02   2.92884898e-02   3.09661755e-02   8.39818403e-02
   -8.63867745e-02  -1.11836500e-01   9.50500225e-02  -1.53992351e-01
    5.48169560e-02   1.11321870e-01]
 [ -5.16333600e-02   2.07877217e-01   2.74457816e-01  -1.09873210e-01
   -6.60616343e-02  -3.03238638e-02  -1.87669836e-02   9.50559515e-02
   -2.44749921e-01   1.75148102e-02]
 [ -9.35217250e-02  -1.62880759e-03   2.03747282e-01  -3.75307751e-02
   -9.73866844e-02  -1.23786621e-01  -1.64108522e-01  -1.38795429e-01
   -2.17661156e-01   1.42987936e-02]
 [  9.13746975e-02  -2.91046255e-01   8.55689166e-02   7.43737132e-02
    4.75568740e-02   1.47764666e-01   1.82231727e-01   2.98566486e-02
   -1.07152487e-01   1.72820828e-01]]
final_inputs_run [[ 0.32449809]
 [ 0.45294914]
 [ 0.65002451]
 ..., 
 [ 0.36236444]
 [ 0.05451433]
 [ 0.02641902]]
final_outputs_run [[ 0.32449809]
 [ 0.45294914]
 [ 0.65002451]
 ..., 
 [ 0.36236444]
 [ 0.05451433]
 [ 0.02641902]]
Progress: 1.5% ... Training loss: 0.559 ... Validation loss: 0.877[-1.10626934]
[-0.71606663]
[-0.00275053]
[-0.07067446]
[-0.6234989]
[-1.09825314]
[-1.25101995]
[-1.11576563]
[-0.30421788]
[-0.38248796]
[ 0.35680117]
[ 0.56835612]
[-0.31622814]
[-0.41570082]
[ 1.49996738]
[-0.01847571]
[-1.12871621]
[-1.42460535]
[-0.02130072]
[-0.2566538]
[-0.37340303]
[-0.74335007]
[-1.20886175]
[-0.25742026]
[ 0.03255837]
[-0.59386255]
[-1.1852589]
[-0.2187218]
[-0.38087949]
[ 0.18514533]
[-0.4110024]
[ 0.23214337]
[-0.307068]
[-0.13180769]
[ 0.88298703]
[-0.94037475]
[-0.41638343]
[ 0.02090329]
[-0.95822255]
[-1.284977]
[ 2.57341157]
[ 0.26245571]
[ 0.37167594]
[ 0.77027868]
[-0.81852455]
[-0.06111443]
[ 1.33476312]
[ 1.20743905]
[ 0.11387999]
[-0.66285806]
[ 0.68465441]
[-0.39293396]
[-0.86787077]
[ 0.47041001]
[ 0.31035459]
[-0.21038114]
[ 0.3449651]
[-0.49280304]
[-0.62134277]
[-0.51995965]
[ 1.50512974]
[-0.52060846]
[ 1.67451014]
[-0.71003351]
[ 1.87478161]
[ 0.47428187]
[ 1.7040313]
[ 0.08363249]
[-0.64157274]
[-0.1839202]
[-1.13282641]
[ 0.27689382]
[-0.07853536]
[ 0.11830698]
[ 1.29892926]
[-0.35221947]
[ 2.44969745]
[ 2.06696917]
[ 2.32490464]
[-0.09812652]
[-0.47618144]
[-0.38903991]
[-0.31875927]
[-0.20249553]
[ 0.18753015]
[ 0.27558372]
[-0.43111559]
[-0.90987271]
[ 0.1577904]
[-0.81383666]
[-0.40532186]
[-0.49878163]
[-0.9178]
[-0.33409564]
[ 0.1480631]
[-0.51932555]
[-0.12420195]
[-0.18745416]
[-0.59968119]
[-0.5778565]
[-0.42719198]
[-0.1998001]
[ 1.08366487]
[-0.41923116]
[ 0.10884681]
[ 0.61496371]
[ 0.61660261]
[ 0.04562448]
[-0.10092927]
[ 1.78691267]
[-0.73652426]
[-0.88195899]
[ 0.2940281]
[-0.69168744]
[ 0.11236476]
[-0.3408315]
[-0.09266764]
[-1.07415956]
[ 0.72239522]
[-0.56292905]
[ 1.52788525]
[-0.83158289]
[-0.39161646]
[ 0.38898768]
[-0.05670132]
[-0.13255025]
[-0.74484749]
[ 0.53075031]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
15426          0          0          1          0          0          0   
15427          0          0          0          1          0          0   
15428          0          0          0          1          0          0   
15429          0          0          0          1          0          0   
15430          0          0          0          1          0          0   
15431          0          0          0          1          0          0   
15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
12             1  
13             1  
14             1  
15             1  
16             1  
17             1  
18             1  
19             1  
20             1  
21             1  
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[15435 rows x 56 columns]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
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   -6.70051313e-02   1.59175159e-01  -2.94823498e-01  -5.12845851e-02
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   -7.12757537e-02  -1.95505624e-01   1.37076014e-01  -1.98808204e-01
    1.69891046e-02   1.53962673e-01]
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    9.02636659e-02   2.88140974e-02   1.03647776e-01  -7.34806328e-02
    1.47790448e-01  -3.63363753e-02]
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    4.51453486e-02   1.48159842e-01   1.82687519e-01   2.93822402e-02
   -1.07343915e-01   1.73833138e-01]]
final_inputs_run [[ 0.30216393]
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 ..., 
 [ 0.33064859]
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final_outputs_run [[ 0.30216393]
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 ..., 
 [ 0.33064859]
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Progress: 1.5% ... Training loss: 0.553 ... Validation loss: 0.881[-0.63992012]
[-0.92066314]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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6             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15426         0         1             0    ...          0      0      1   
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15433         0         1             0    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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    5.25184213e-02  -3.74632654e-02  -2.49425983e-01   2.47938194e-01
   -1.41791595e-01  -2.27852105e-02]
 [ -3.06375649e-02   2.93808661e-01  -1.16387567e-01   3.79029627e-02
    7.11286291e-02  -5.05494125e-02  -8.26554396e-02  -2.63235795e-01
   -8.12190294e-02  -1.29303296e-01]
 [ -6.89553035e-02   1.44114551e-01  -9.40226035e-02  -2.95541378e-01
   -1.76822176e-01  -3.09964973e-01   4.28462731e-02  -8.16619422e-02
   -8.52771408e-02  -1.72646553e-01]
 [  6.89875239e-02   1.34794754e-02  -5.94388167e-02  -1.03382818e-01
   -9.20355241e-02  -3.39115444e-02   5.70733241e-02   4.68617712e-02
   -2.40639509e-04   9.22798104e-02]
 [ -1.82634365e-01  -9.02325961e-03   1.50909028e-02   1.02881188e-01
   -1.97336578e-01   8.97758434e-02   5.66049538e-02   2.07123602e-01
    1.33245057e-01  -6.24128802e-03]
 [ -1.05865830e-01   1.82708742e-01   2.06429528e-01   2.33700807e-02
   -1.85586722e-02   5.99480002e-02   1.31489873e-01  -1.58813151e-01
    1.89118452e-01  -1.19277057e-02]
 [  2.09147429e-01  -6.03506759e-02  -2.29540900e-02  -2.09419585e-01
   -2.04435582e-02   1.57511479e-01  -3.82656210e-02  -2.91655013e-02
    1.05625997e-01   8.38122495e-02]
 [  3.78763272e-02   3.30614491e-02  -2.60319727e-01  -2.23175547e-01
    3.19335458e-01  -1.00501788e-01   1.10115385e-01   5.66569600e-02
   -5.32654556e-03  -7.29269326e-02]
 [ -1.56510040e-01   9.71653198e-02  -2.27679605e-01   6.22464129e-02
    2.05199526e-01  -6.44832294e-02   5.98640385e-02  -9.59854628e-02
    2.11948476e-01   1.87916805e-01]
 [  1.10436120e-01   1.92534091e-01   3.02358014e-02  -5.52840350e-02
    2.78893109e-02   2.10712875e-01  -5.20722511e-02  -2.19588448e-01
   -8.60473813e-02   1.57269726e-01]
 [ -1.47506971e-02  -3.27022373e-02  -5.35172769e-03  -1.49413705e-01
    2.04679678e-01   2.53504764e-02   3.05314747e-02  -1.27612938e-01
    1.15818898e-01   6.71551883e-02]
 [  1.23654039e-01   1.47874940e-02  -2.02827394e-01  -2.08255735e-01
   -2.50752864e-01   1.60091342e-01   1.65608076e-01  -4.20250936e-02
    2.38062783e-01   1.02763023e-01]
 [  4.53540735e-03  -4.73973660e-02  -1.85804768e-01   1.88516934e-01
   -1.76870049e-01  -1.37240011e-02   7.64595502e-04   8.94370034e-02
   -1.00546418e-01   2.45342053e-01]
 [  1.87152698e-01   2.03235748e-01  -8.59114022e-02   2.48814900e-01
   -2.16232705e-01  -3.11404774e-02  -4.02396384e-02   1.36410964e-01
    1.02586408e-01   3.36330746e-01]
 [ -1.71939567e-01   7.63718466e-02  -2.01321593e-01   1.33297982e-01
   -2.70314641e-01  -1.01507556e-01  -1.26069059e-01   2.57454245e-02
    1.11218379e-01  -1.92088897e-01]
 [  1.11913955e-01  -2.11110500e-02  -1.03657063e-01  -7.32504397e-02
   -1.93243810e-01  -5.61360606e-02   1.07292710e-01  -2.95899422e-02
   -1.88347339e-01   1.32221751e-01]
 [  1.36752496e-01  -1.46893608e-01  -4.75921219e-02  -9.40540260e-02
   -3.22599236e-01  -6.99770009e-02   1.95311871e-01  -1.04530063e-01
   -1.17384316e-01   1.06449811e-01]
 [ -2.25660585e-02   1.02004280e-01  -1.06077728e-01   4.52654931e-02
   -1.07755418e-02   7.64503910e-02   4.86120552e-02   1.47294826e-01
    2.64458065e-01  -1.13262622e-02]
 [ -1.45964961e-01  -1.98825645e-01  -2.32730764e-02  -2.06502165e-01
    3.29963777e-01  -1.02671844e-02   1.50567498e-01   8.85883349e-03
   -5.91163451e-02  -8.86451774e-02]
 [ -3.04690848e-01  -3.01939578e-01  -5.54399655e-02  -3.07549408e-02
    1.99978255e-01  -7.91028564e-02  -1.83821781e-01   1.11867425e-01
   -1.46428605e-01  -2.97751438e-01]
 [  1.87290119e-01   2.28147196e-01   1.24111345e-02  -3.88098033e-02
    1.85157140e-02   5.72150919e-02  -6.66045821e-02  -8.92995830e-02
   -4.13633710e-03  -5.27557239e-02]
 [  4.71076375e-02   2.17985823e-02  -2.21113517e-01   1.06907179e-01
    1.36270331e-01  -5.78425610e-02   1.75480271e-01   1.88234115e-02
   -1.44346687e-02  -1.64176710e-01]
 [  2.25793331e-02   1.69696029e-01   1.52217746e-01  -4.01656035e-02
   -2.27107527e-01  -1.76727413e-02  -1.69444323e-02   7.61421067e-02
   -1.53621365e-01  -3.89019583e-02]
 [  1.19257268e-01   1.37763702e-02  -3.64904606e-03  -1.02387412e-01
   -8.88683665e-02   5.67712367e-02  -1.04771402e-01   6.49647849e-02
    2.41999187e-02   2.97791733e-02]
 [ -1.45147069e-01   1.65957715e-01   1.23354783e-01   4.09678039e-02
    1.55541782e-01  -1.54979801e-01  -1.52737502e-01  -1.37264313e-01
    6.53263322e-04   1.39277814e-01]
 [  1.73214068e-01   2.32661603e-01   8.98164689e-02   1.24042667e-01
   -6.11888564e-02  -2.56354660e-01  -8.08972521e-02  -8.89347239e-02
   -1.12631337e-01   1.48518207e-01]
 [  2.89506638e-02  -1.58065990e-01   8.89847572e-02   1.93897474e-01
   -3.43142343e-02  -1.60498604e-02  -1.00094927e-01   4.46835220e-02
    1.26771583e-01  -1.65753925e-01]
 [  5.67247400e-02   3.20333391e-02   1.08991756e-01  -7.05571887e-02
   -1.49223261e-01   2.15864575e-01   1.50810924e-02   7.68927306e-02
    1.46593185e-01  -3.36776713e-01]
 [  2.00546350e-01  -1.70177766e-01   1.19134391e-02  -2.90138530e-01
    4.35910983e-01  -1.04277250e-01  -1.04307667e-01   1.89879229e-01
    1.44358881e-01  -2.97287988e-01]
 [ -2.26535758e-01  -1.29770388e-01   2.27768942e-02  -2.77691542e-02
    3.69614613e-01  -1.79137392e-01  -1.57574129e-01   1.50301744e-01
    3.50304446e-01  -2.59619920e-01]
 [  2.11811177e-01  -1.76624757e-02  -9.62966881e-02   1.47227754e-01
    2.50332025e-01  -1.62367397e-01  -1.15412315e-01  -8.21569677e-02
    3.21073415e-02  -1.06724766e-01]
 [ -2.84786035e-01  -1.75494954e-01   2.69981865e-01  -4.63509255e-03
   -8.87554512e-02   8.47929668e-02   1.23210812e-01   1.74469142e-01
   -1.24353658e-02  -8.85065025e-02]
 [  1.22328418e-01   8.89912569e-03   2.43031651e-01  -2.23283350e-01
   -1.29308307e-02   9.17821358e-02   1.06831950e-01   1.68220793e-01
    8.99551864e-02  -9.15204044e-02]
 [  1.38728437e-01   9.03183173e-02  -9.86928289e-02  -1.05290442e-01
   -2.00068266e-01   2.01554119e-01   6.96218431e-02  -1.93663022e-01
   -1.11437787e-01   1.44650266e-02]
 [ -1.65988880e-01   1.25298116e-01  -1.97086894e-01  -6.52948248e-02
   -3.21405315e-01   7.05663163e-02   1.74248322e-01   1.00990481e-01
    2.39758452e-02   5.05564420e-02]
 [  2.67677650e-02   7.97345264e-02   7.20121711e-04   5.74519882e-02
   -6.62782405e-02   1.58972447e-01  -2.95054207e-01  -5.10486020e-02
   -3.65167949e-02  -1.59722952e-01]
 [  1.85170369e-02   4.63081795e-03   2.02898709e-01  -1.50197007e-01
   -7.18866556e-02  -1.95430608e-01   1.37174211e-01  -1.98918803e-01
    1.69467615e-02   1.54223554e-01]
 [  2.08491448e-02   2.37189944e-01   3.94482566e-01   2.00527375e-01
    8.87953813e-02   2.90981138e-02   1.03974361e-01  -7.38188261e-02
    1.47660524e-01  -3.56883077e-02]
 [  2.89185120e-02   2.81961609e-02   3.22372058e-02   8.29426421e-02
   -8.40929115e-02  -1.12416484e-01   9.42120853e-02  -1.53105237e-01
    5.51652869e-02   1.09872973e-01]
 [ -5.03627392e-02   2.09050309e-01   2.73361393e-01  -1.08734554e-01
   -6.98356840e-02  -2.96222922e-02  -1.79076417e-02   9.42495318e-02
   -2.45098755e-01   1.91908989e-02]
 [ -9.32015550e-02  -1.30452692e-03   2.03495521e-01  -3.72352015e-02
   -9.86174953e-02  -1.23591869e-01  -1.63899883e-01  -1.38987312e-01
   -2.17741180e-01   1.47869535e-02]
 [  9.22804150e-02  -2.90226379e-01   8.47470590e-02   7.52058218e-02
    4.47121871e-02   1.48220151e-01   1.82765493e-01   2.93050361e-02
   -1.07375377e-01   1.73995861e-01]]
final_inputs_run [[-1.21254135]
 [-1.22870849]
 [-1.27403075]
 ..., 
 [-0.26085727]
 [-0.12350444]
 [ 0.06969377]]
final_outputs_run [[-1.21254135]
 [-1.22870849]
 [-1.27403075]
 ..., 
 [-0.26085727]
 [-0.12350444]
 [ 0.06969377]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
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Progress: 1.5% ... Training loss: 0.549 ... Validation loss: 0.895[-0.46017408]
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1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
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27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
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15407   1        0 -0.711414  1.258339  -0.211685         0         0   
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15416   1        0  0.015647  0.221693  -0.456086         0         0   
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15418   1        0  0.119512  0.014364  -0.211685         0         0   
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15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
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15427   1        0 -0.192085  1.310171  -0.821460         0         0   
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15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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       weekday_6  
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[15435 rows x 56 columns]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15454         0         1             1    ...          0      0      0   
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15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
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16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
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16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
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16855         0         1             0    ...          0      0      0   
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16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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15450          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16854          0          1          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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15435          0  
15436          0  
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[1440 rows x 56 columns]
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    1.26713019e-01  -1.65492984e-01]
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   -8.89679552e-02   8.48390092e-02   1.23268144e-01   1.74419105e-01
   -1.24558444e-02  -8.83905989e-02]
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    2.39596664e-02   5.06850573e-02]
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   -2.45315931e-01   2.02549870e-02]
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   -9.97833069e-02  -1.23343653e-01  -1.63615087e-01  -1.39251554e-01
   -2.17845116e-01   1.54122784e-02]
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    4.55466358e-02   1.47968039e-01   1.82443090e-01   2.95915997e-02
   -1.07259673e-01   1.73430591e-01]]
final_inputs_run [[ 0.26172735]
 [ 0.37045137]
 [ 0.56408117]
 ..., 
 [ 0.28074367]
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final_outputs_run [[ 0.26172735]
 [ 0.37045137]
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 ..., 
 [ 0.28074367]
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Progress: 1.5% ... Training loss: 0.547 ... Validation loss: 0.898[ 0.09445061]
[ 0.46340346]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
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final_inputs_run [[-1.1806189 ]
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 ..., 
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final_outputs_run [[-1.1806189 ]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
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15441          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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[1440 rows x 56 columns]
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 [  1.88710418e-01   2.04541027e-01  -8.71737566e-02   2.50080946e-01
   -2.20666190e-01  -3.03392359e-02  -3.92975089e-02   1.35536921e-01
    1.02246821e-01   3.38184109e-01]
 [ -1.71159651e-01   7.70404119e-02  -2.01927291e-01   1.33953354e-01
   -2.72619208e-01  -1.01107409e-01  -1.25598153e-01   2.52982142e-02
    1.11048318e-01  -1.91133906e-01]
 [  1.12636857e-01  -2.04591166e-02  -1.04259744e-01  -7.26294404e-02
   -1.95276441e-01  -5.57546274e-02   1.07738044e-01  -3.00110843e-02
   -1.88509993e-01   1.33117484e-01]
 [  1.38350806e-01  -1.45491779e-01  -4.89628216e-02  -9.26704813e-02
   -3.27382667e-01  -6.91574941e-02   1.96273186e-01  -1.05452129e-01
   -1.17733814e-01   1.08466818e-01]
 [ -2.18466305e-02   1.02652571e-01  -1.06693139e-01   4.58761204e-02
   -1.28827383e-02   7.68341914e-02   4.90514903e-02   1.46889133e-01
    2.64300602e-01  -1.04011309e-02]
 [ -1.46847457e-01  -1.99615599e-01  -2.25157056e-02  -2.07279581e-01
    3.32404184e-01  -1.07193736e-02   1.50035133e-01   9.36379250e-03
   -5.89274967e-02  -8.97256202e-02]
 [ -3.07209449e-01  -3.04416473e-01  -5.31371504e-02  -3.31235913e-02
    2.07555310e-01  -8.05141612e-02  -1.85532872e-01   1.13487563e-01
   -1.45803583e-01  -3.01228486e-01]
 [  1.86553969e-01   2.27483761e-01   1.30729775e-02  -3.94854099e-02
    2.05700339e-02   5.68106203e-02  -6.70966586e-02  -8.88438557e-02
   -3.96146247e-03  -5.37035616e-02]
 [  4.80895908e-02   2.27328134e-02  -2.21964163e-01   1.07756431e-01
    1.33448277e-01  -5.73008011e-02   1.76141403e-01   1.82142852e-02
   -1.46799043e-02  -1.62909232e-01]
 [  2.11292885e-02   1.68486899e-01   1.53433782e-01  -4.14266879e-02
   -2.22962240e-01  -1.84436325e-02  -1.78795037e-02   7.69890794e-02
   -1.53283499e-01  -4.06887072e-02]
 [  1.19139429e-01   1.36727630e-02  -3.53331549e-03  -1.02509881e-01
   -8.85594659e-02   5.67020467e-02  -1.04844445e-01   6.50358710e-02
    2.42285965e-02   2.96298396e-02]
 [ -1.44646373e-01   1.66502605e-01   1.22912722e-01   4.14473081e-02
    1.54201523e-01  -1.54701642e-01  -1.52344043e-01  -1.37619478e-01
    5.11827929e-04   1.40045183e-01]
 [  1.73480882e-01   2.33047388e-01   8.95734080e-02   1.24370357e-01
   -6.23223374e-02  -2.56192050e-01  -8.06139543e-02  -8.91735626e-02
   -1.12732340e-01   1.49020658e-01]
 [  2.90686711e-02  -1.57916041e-01   8.89148415e-02   1.93996947e-01
   -3.47343350e-02  -1.59592116e-02  -9.99607100e-02   4.45807801e-02
    1.26728455e-01  -1.65579617e-01]
 [  5.64502458e-02   3.17945001e-02   1.09232675e-01  -7.07854202e-02
   -1.48477566e-01   2.15694534e-01   1.48799483e-02   7.70676417e-02
    1.46666496e-01  -3.37093923e-01]
 [  1.98866821e-01  -1.71600781e-01   1.32956397e-02  -2.91337131e-01
    4.38727765e-01  -1.05117591e-01  -1.05363644e-01   1.90818705e-01
    1.44745184e-01  -2.99106627e-01]
 [ -2.28504801e-01  -1.31602507e-01   2.45278408e-02  -2.94066709e-02
    3.74827270e-01  -1.80210736e-01  -1.58942786e-01   1.51559258e-01
    3.50790600e-01  -2.62113273e-01]
 [  2.10923270e-01  -1.84862748e-02  -9.55377919e-02   1.46442642e-01
    2.52485565e-01  -1.62799994e-01  -1.15998030e-01  -8.16073618e-02
    3.23127104e-02  -1.07821563e-01]
 [ -2.84626215e-01  -1.75337319e-01   2.69849878e-01  -4.47599812e-03
   -8.91996584e-02   8.48860869e-02   1.23323365e-01   1.74365887e-01
   -1.24759743e-02  -8.82756560e-02]
 [  1.22760834e-01   9.27502102e-03   2.42712208e-01  -2.22953873e-01
   -1.41384906e-02   9.20135050e-02   1.07097523e-01   1.67969232e-01
    8.98549222e-02  -9.10209377e-02]
 [  1.38973398e-01   9.05546687e-02  -9.89081843e-02  -1.05099693e-01
   -2.00734490e-01   2.01698843e-01   6.97924047e-02  -1.93822982e-01
   -1.11498457e-01   1.47569851e-02]
 [ -1.65612056e-01   1.25694987e-01  -1.97428585e-01  -6.49489881e-02
   -3.22724837e-01   7.07708145e-02   1.74484498e-01   1.00767217e-01
    2.38893143e-02   5.10767867e-02]
 [  2.62356220e-02   7.92255178e-02   1.20438202e-03   5.69393984e-02
   -6.46414177e-02   1.58678899e-01  -2.95398453e-01  -5.07303429e-02
   -3.63856733e-02  -1.60366268e-01]
 [  1.88377022e-02   4.94730205e-03   2.02717376e-01  -1.49918136e-01
   -7.35845005e-02  -1.95251877e-01   1.37263870e-01  -1.99069583e-01
    1.68981723e-02   1.54698342e-01]
 [  2.01631579e-02   2.36546491e-01   3.95057381e-01   1.99973426e-01
    8.95187872e-02   2.87528746e-02   1.03561078e-01  -7.34299456e-02
    1.47805397e-01  -3.64459395e-02]
 [  2.75469762e-02   2.68054088e-02   3.35312548e-02   8.16375348e-02
   -8.04683266e-02  -1.13207227e-01   9.32690314e-02  -1.52205280e-01
    5.55085525e-02   1.07967905e-01]
 [ -4.91341158e-02   2.10444066e-01   2.72342710e-01  -1.07599911e-01
   -7.36086431e-02  -2.88570452e-02  -1.69167936e-02   9.34034076e-02
   -2.45458018e-01   2.09724254e-02]
 [ -9.33181229e-02  -1.42946474e-03   2.03688235e-01  -3.72995185e-02
   -9.85520207e-02  -1.23705373e-01  -1.64081715e-01  -1.38847996e-01
   -2.17676023e-01   1.46966017e-02]
 [  9.22726585e-02  -2.90153161e-01   8.47661208e-02   7.52252414e-02
    4.39270013e-02   1.48201653e-01   1.82680049e-01   2.93449046e-02
   -1.07344135e-01   1.73989748e-01]]
final_inputs_run [[ 0.30356422]
 [ 0.40871681]
 [ 0.59900628]
 ..., 
 [ 0.32032793]
 [ 0.01561088]
 [ 0.00114971]]
final_outputs_run [[ 0.30356422]
 [ 0.40871681]
 [ 0.59900628]
 ..., 
 [ 0.32032793]
 [ 0.01561088]
 [ 0.00114971]]
Progress: 1.5% ... Training loss: 0.548 ... Validation loss: 0.884[ 0.11969321]
[ 0.22904984]
[-1.22531483]
[ 0.28710991]
[-0.28855555]
[-0.32286416]
[-0.43119431]
[-0.99031034]
[-0.50101033]
[-0.96486211]
[-0.2037597]
[ 0.19302228]
[ 0.79074502]
[-0.22598077]
[ 1.84595746]
[ 1.10232938]
[ 0.09468356]
[-0.02448636]
[ 0.4403584]
[-0.83611002]
[-0.25166058]
[-0.44297062]
[ 1.60429323]
[-0.46376866]
[ 1.08517272]
[-0.52664965]
[-0.30238801]
[-0.29081272]
[-0.89968278]
[ 0.38495454]
[ 0.45380038]
[-0.25342011]
[ 0.42218565]
[-0.0019182]
[ 0.06014542]
[ 1.82953319]
[-1.00348896]
[-0.13478252]
[-0.24481477]
[ 1.2844327]
[-0.65657606]
[ 0.73202379]
[-1.28725416]
[-0.87122908]
[-0.54934732]
[-1.2949016]
[-0.38104121]
[-0.78431398]
[-0.2315027]
[ 0.06707783]
[-0.76580309]
[-0.30607896]
[ 0.02687747]
[-0.83541363]
[-0.69400687]
[ 1.0589629]
[ 1.32948092]
[ 0.53752819]
[-0.71166473]
[-1.09877995]
[-0.09043649]
[-0.43837799]
[ 0.72159352]
[ 0.33948614]
[-0.83529332]
[-0.09799612]
[-1.11689521]
[-0.10251102]
[ 1.73198843]
[ 0.45994746]
[ 0.09697817]
[-0.99436718]
[ 0.00381532]
[-0.16758361]
[-1.0760951]
[ 0.66377452]
[ 0.37353219]
[-0.3210347]
[-0.48406002]
[-1.64582684]
[-0.20499796]
[-0.74879491]
[-0.10859131]
[-0.62374879]
[ 0.01135884]
[-0.25005911]
[-0.13894694]
[ 0.02111143]
[ 0.16182206]
[ 0.11656265]
[ 0.87853287]
[-0.10517658]
[-0.03319723]
[-0.72789142]
[-0.36911629]
[ 0.58638377]
[ 0.1956321]
[ 0.69900304]
[-0.70197837]
[-0.82435519]
[ 0.28906113]
[ 0.47966189]
[-0.21944844]
[-0.38433061]
[-0.07056027]
[-0.70555169]
[ 0.12982766]
[-0.11272539]
[-0.12556142]
[-0.49924186]
[-0.89990093]
[-0.63404729]
[-0.63312664]
[-0.22559846]
[ 1.50813199]
[ 1.167522]
[-0.42980296]
[ 0.14112282]
[ 0.01941247]
[ 0.18140039]
[-0.64957423]
[-1.02828517]
[-0.61887397]
[ 0.35411604]
[-1.17203771]
[ 0.35753079]
[-0.49662445]
[-0.11634047]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
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15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
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16851   1        0 -0.711414  1.569333  -0.699669         0         0   
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    2.52797046e-01  -1.62869928e-01  -1.16077662e-01  -8.15278668e-02
    3.23424489e-02  -1.08001507e-01]
 [ -2.84620431e-01  -1.75249565e-01   2.69798858e-01  -4.39547582e-03
   -8.94614829e-02   8.49302844e-02   1.23375008e-01   1.74318026e-01
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    8.97877967e-02  -9.07091143e-02]
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   -1.11571159e-01   1.51208848e-02]
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    2.38260183e-02   5.14123835e-02]
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    1.67182636e-02   1.55620217e-01]
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    8.58913145e-02   2.94314124e-02   1.04410812e-01  -7.42425080e-02
    1.47481183e-01  -3.48191787e-02]
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 [  9.21992303e-02  -2.90249806e-01   8.49022929e-02   7.51483454e-02
    4.40475548e-02   1.48147367e-01   1.82561819e-01   2.94342271e-02
   -1.07302771e-01   1.73841173e-01]]
final_inputs_run [[ 0.23824282]
 [ 0.34319823]
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 ..., 
 [ 0.25610837]
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final_outputs_run [[ 0.23824282]
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 ..., 
 [ 0.25610837]
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Progress: 1.5% ... Training loss: 0.546 ... Validation loss: 0.906[-0.24394756]
[ 2.06740303]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
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17            0         0             0    ...          0      0      0   
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19            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
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15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
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15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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1              1  
2              1  
3              1  
4              1  
5              1  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[-0.35868703 -0.1995691   0.12132287 -0.16043388  0.44071097 -0.11097224
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final_inputs_run [[-1.24303018]
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final_outputs_run [[-1.24303018]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
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15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
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16870          0  
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[1440 rows x 56 columns]
self.weights_input_to_hidden [[-0.35868703 -0.1995691   0.12132287 -0.16043388  0.44071097 -0.11097224
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   0.27911869  0.09210527  0.19808881 -0.00366227]
 [-0.13937232  0.08858325 -0.13091006  0.0665761   0.24448459 -0.12300117
  -0.18880019  0.03593322 -0.24186649  0.005106  ]
 [-0.1479163   0.05830325  0.00246772 -0.13817964 -0.05495121 -0.02532818
   0.05641519  0.06958775 -0.18224696  0.14446523]
 [ 0.25420612 -0.2152957  -0.08693678  0.07789014  0.15665893  0.04189798
  -0.05659258 -0.06108379  0.25415164  0.02438391]
 [-0.09196612  0.15013426 -0.05007063  0.02514826  0.11978465 -0.09701926
   0.00090621 -0.02847245  0.0459544   0.13499744]
 [ 0.0880491   0.14547621 -0.02105057 -0.00321162  0.05250447 -0.03750446
  -0.24948191  0.24799554 -0.14177278 -0.02282345]
 [-0.0300939   0.29441332 -0.11674941  0.03834715  0.06935945 -0.05026432
  -0.08232311 -0.26354369 -0.08132985 -0.12860525]
 [-0.06853591  0.14424046 -0.09425082 -0.29542094 -0.17734768 -0.30987023
   0.04292246 -0.0817508  -0.08532136 -0.17238924]
 [ 0.06552549  0.01025151 -0.05635657 -0.10646787 -0.08285485 -0.03572879
   0.05472761  0.0490434   0.00059476  0.08777701]
 [-0.17990457 -0.00623394  0.01261686  0.10543033 -0.20597797  0.09130089
   0.05854006  0.20536025  0.13254108 -0.00221934]
 [-0.10368707  0.18477013  0.20459057  0.02533251 -0.02499082  0.06114497
   0.13287407 -0.16017294  0.18860572 -0.00910788]
 [ 0.20949053 -0.06008731 -0.0232434  -0.20915499 -0.02293247  0.15766957
  -0.03808935 -0.02935807  0.10556141  0.08433813]
 [ 0.03654515  0.03181467 -0.25890559 -0.22411579  0.32093719 -0.10123678
   0.10911423  0.05752046 -0.00497484 -0.0745616 ]
 [-0.15602453  0.09741717 -0.22794518  0.06252736  0.20367398 -0.0642848
   0.0600969  -0.09619097  0.21185879  0.18823353]
 [ 0.11014768  0.19228779  0.03048767 -0.05552769  0.02873005  0.21056226
  -0.05224715 -0.21941801 -0.08597999  0.15688694]
 [-0.01491829 -0.03292077 -0.00517442 -0.14961826  0.20516074  0.02523938
   0.03038791 -0.12748579  0.11586423  0.06688235]
 [ 0.12479377  0.01579135 -0.20373563 -0.2073829  -0.25419324  0.16068011
   0.16630575 -0.04267553  0.23782221  0.10415663]
 [ 0.00607763 -0.04596536 -0.18713496  0.18988472 -0.18139609 -0.01289117
   0.00175606  0.08853579 -0.10089393  0.24733124]
 [ 0.18989798  0.20558894 -0.08817638  0.25108849 -0.22409464 -0.02971402
  -0.03855117  0.13486469  0.10198915  0.33963202]
 [-0.16996234  0.07812842 -0.2029753   0.13499668 -0.27614195 -0.10048327
  -0.12482956  0.02456907  0.11076362 -0.18959299]
 [ 0.1146351  -0.01861414 -0.10597104 -0.07090717 -0.20129683 -0.05471915
   0.10900059 -0.03122029 -0.18897279  0.13564894]
 [ 0.13885319 -0.14505804 -0.04938905 -0.09225728 -0.32884669 -0.06889599
   0.19657977 -0.10574543 -0.117846    0.10908751]
 [-0.02156285  0.10290016 -0.10691818  0.04611652 -0.0136793   0.07698345
   0.04922631  0.14672814  0.2642402  -0.01004732]
 [-0.14733621 -0.20000173 -0.02208446 -0.20767262  0.33368055 -0.01095436
   0.14977161  0.00964207 -0.05881642 -0.09030562]
 [-0.30765899 -0.30495025 -0.05263296 -0.03363368  0.20914893 -0.08080455
  -0.1858979   0.11381957 -0.14568494 -0.30198673]
 [ 0.18614634  0.2271547   0.01344541 -0.03987919  0.0218504   0.0565816
  -0.06735352 -0.08861309 -0.00386998 -0.05424558]
 [ 0.04877622  0.02341397 -0.2225734   0.10838274  0.1320061  -0.05693476
   0.17660806  0.01777995 -0.01485066 -0.1620709 ]
 [ 0.02168198  0.16903478  0.15299064 -0.04096601 -0.22460848 -0.01815422
  -0.01750463  0.07664977 -0.15341745 -0.03995599]
 [ 0.1182956   0.0129009  -0.00273724 -0.10324391 -0.0860708   0.05623086
  -0.105396    0.06556461  0.02445182  0.02853309]
 [-0.14510755  0.16610388  0.12330973  0.04105007  0.15531668 -0.15492403
  -0.15257684 -0.13737096  0.00059661  0.13948737]
 [ 0.17334305  0.23297729  0.08967888  0.12425055 -0.06199968 -0.25626928
  -0.08069216 -0.08910085 -0.11270697  0.14886717]
 [ 0.02970252 -0.15727742  0.08836897  0.19462884 -0.03679935 -0.01557893
  -0.09946485  0.04413672  0.12655554 -0.16464296]
 [ 0.05564971  0.03101505  0.10995395 -0.07153434 -0.14596303  0.21520873
   0.01428638  0.07759391  0.14686436 -0.33809588]
 [ 0.1965419  -0.17385563  0.0153725  -0.29322327  0.44358384 -0.1063657
  -0.10702313  0.19227942  0.14531017 -0.30204731]
 [-0.23003851 -0.13334     0.02598523 -0.03096539  0.37977896 -0.18112598
  -0.1602177   0.15268431  0.35121785 -0.26436068]
 [ 0.21090677 -0.01850042 -0.09551923  0.14642191  0.25245474 -0.16281285
  -0.11600398 -0.08159295  0.03231785 -0.10785527]
 [-0.2845564  -0.17517851  0.26972348 -0.00432833 -0.08962623  0.08497732
   0.12343217  0.17427315 -0.01251193 -0.08806572]
 [ 0.12298956  0.009448    0.24256421 -0.22280177 -0.01477152  0.09212944
   0.10722954  0.16784152  0.08979934 -0.09077342]
 [ 0.13924586  0.09079499 -0.09915156 -0.10488348 -0.20154048  0.20183692
   0.06995576 -0.19398435 -0.11156373  0.01507827]
 [-0.16505371  0.12627555 -0.19795592 -0.06441988 -0.32467898  0.07109762
   0.17486857  0.1004123   0.02375047  0.0518597 ]
 [ 0.02684417  0.07966452  0.00076665  0.05734855 -0.06613909  0.15893754
  -0.29508525 -0.05100709 -0.03649326 -0.15972849]
 [ 0.02015224  0.00621199  0.20160267 -0.14879552 -0.07757227 -0.1945161
   0.13818707 -0.19991934  0.01656355  0.15651833]
 [ 0.02164317  0.23789466  0.39377465  0.20126305  0.0851132   0.02953868
   0.10446141 -0.07430003  0.14745396 -0.03456925]
 [ 0.02803662  0.02722141  0.03321657  0.08197554 -0.08263344 -0.11295829
   0.0935439  -0.15248445  0.05539794  0.10850537]
 [-0.04994791  0.20948927  0.2731884  -0.10843252 -0.07092487 -0.02941204
  -0.01761386  0.09403878 -0.24520919  0.01973747]
 [-0.09371358 -0.0017486   0.20408691 -0.03749886 -0.09851419 -0.12389724
  -0.16434193 -0.13863065 -0.21758743  0.01428849]
 [ 0.09208682 -0.29032286  0.08500802  0.07503265  0.04410363  0.14808332
   0.18246578  0.02953139 -0.1072661   0.17367498]]
final_inputs_run [[ 0.25047083]
 [ 0.36302011]
 [ 0.55539099]
 ..., 
 [ 0.26994769]
 [-0.04063724]
 [-0.05541732]]
final_outputs_run [[ 0.25047083]
 [ 0.36302011]
 [ 0.55539099]
 ..., 
 [ 0.26994769]
 [-0.04063724]
 [-0.05541732]]
Progress: 1.5% ... Training loss: 0.544 ... Validation loss: 0.897[-0.43679022]
[-0.12114891]
[ 1.20001256]
[ 0.17121379]
[-0.9802262]
[ 0.7028704]
[ 0.73596539]
[ 1.33654165]
[-0.00155009]
[ 0.95658925]
[ 0.18373976]
[ 0.17215622]
[-0.20732737]
[ 0.08485201]
[ 0.55634719]
[ 1.6060186]
[ 0.02267643]
[ 0.12827378]
[-0.7042931]
[-0.27078116]
[-0.26904261]
[-0.13287891]
[-0.66165956]
[ 1.1735283]
[ 0.17698087]
[ 1.33362983]
[ 1.08226392]
[-0.35572066]
[ 0.73421344]
[-0.11391687]
[ 0.26970289]
[-0.66863228]
[ 0.43168807]
[ 1.73873806]
[-0.75715383]
[-0.25594416]
[-0.22269067]
[ 0.24012319]
[ 0.05644078]
[ 0.99869032]
[ 0.13130386]
[ 0.17786477]
[-0.32176461]
[-0.69891519]
[-0.83513316]
[-0.06799437]
[ 0.19093118]
[-0.29781893]
[ 0.76208893]
[-0.73509523]
[-0.31254322]
[-0.35882369]
[ 0.88014425]
[-0.74254941]
[-0.24683254]
[-0.26080181]
[-0.79431766]
[-0.36706177]
[-0.4052011]
[-0.74820928]
[-0.64805241]
[-0.6429744]
[-1.44794376]
[ 0.23808056]
[-0.10978836]
[-0.66985227]
[-0.84703727]
[-0.27234566]
[-0.28138793]
[-0.28201251]
[-1.06217548]
[ 0.33972889]
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[-0.63210976]
[-0.10032118]
[-0.06172328]
[ 0.22973453]
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[-0.1870827]
[-1.36951478]
[ 0.5147987]
[ 1.34339847]
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[ 0.49575645]
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[ 1.0485439]
[ 1.41464487]
[ 0.52071299]
[ 1.88503857]
[-0.43059188]
[ 0.78656203]
[ 0.19760119]
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[ 0.26593235]
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[ 0.12816873]
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[ 0.16349064]
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[ 0.55687162]
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[ 0.7567936]
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[ 0.01581971]
[ 0.63373817]
[-0.10136193]
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[-0.58966126]
[ 0.05361357]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
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15448         0         1             1    ...          1      0      0   
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15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
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16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
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Progress: 1.5% ... Training loss: 0.544 ... Validation loss: 0.903[-0.76875002]
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2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
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15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
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4              1  
5              1  
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...          ...  
15405          0  
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15423          0  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[-0.35740877 -0.19843123  0.12034493 -0.15925659  0.43553861 -0.11036679
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
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Progress: 1.5% ... Training loss: 0.546 ... Validation loss: 0.921[-0.33947103]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
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15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
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15427   1        0 -0.192085  1.310171  -0.821460         0         0   
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15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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       weekday_6  
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[15435 rows x 56 columns]
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final_inputs_run [[-1.28131591]
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 ..., 
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final_outputs_run [[-1.28131591]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
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15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
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16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
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16862          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
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...          ...  
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16872          0  
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16874          0  

[1440 rows x 56 columns]
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    4.14610176e-02   1.48513175e-01   1.82860471e-01   2.91437274e-02
   -1.07403804e-01   1.74640972e-01]]
final_inputs_run [[ 0.21753009]
 [ 0.3202466 ]
 [ 0.5099512 ]
 ..., 
 [ 0.23135162]
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final_outputs_run [[ 0.21753009]
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 ..., 
 [ 0.23135162]
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Progress: 1.6% ... Training loss: 0.544 ... Validation loss: 0.912[-0.36322049]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
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15426         0         1             0    ...          0      0      1   
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0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
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15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
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...          ...  
15405          0  
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15417          0  
15418          0  
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15421          0  
15422          0  
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15424          0  
15425          0  
15426          0  
15427          0  
15428          0  
15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
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[15435 rows x 56 columns]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
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Progress: 1.6% ... Training loss: 0.540 ... Validation loss: 0.883[-0.25975725]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
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23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
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26             1          0          0          0          0          0   
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28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
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15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
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15415          0          0          1          0          0          0   
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15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
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14             1  
15             1  
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17             1  
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23             1  
24             0  
25             0  
26             0  
27             0  
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29             0  
...          ...  
15405          0  
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15427          0  
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15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[-0.35878955 -0.19992701  0.1217411  -0.16052217  0.43624099 -0.11137023
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 [ 0.09388917 -0.28878862  0.08358333  0.076488    0.0381382   0.14902841
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final_inputs_run [[-1.26150369]
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 ..., 
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final_outputs_run [[-1.26150369]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
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15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
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15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16866          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
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16869          0  
16870          0  
16871          0  
16872          0  
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16874          0  

[1440 rows x 56 columns]
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 [ 0.05365695  0.0289915   0.11184598 -0.07342346 -0.14000727  0.21391268
   0.01270076  0.07891877  0.14736842 -0.34060688]
 [ 0.19297509 -0.17717353  0.01830325 -0.29599314  0.45125275 -0.10834118
  -0.10973601  0.19457793  0.14619919 -0.30628365]
 [-0.23235388 -0.13583063  0.02816357 -0.03324113  0.38650699 -0.18252776
  -0.16204934  0.15423542  0.35180454 -0.26768151]
 [ 0.20775347 -0.02143208 -0.09276679  0.14358375  0.26041369 -0.16447977
  -0.11820721 -0.07965192  0.03305898 -0.11189344]
 [-0.28569166 -0.17625373  0.2707008  -0.00536061 -0.08616823  0.08432977
   0.12266035  0.17495852 -0.01225893 -0.08959455]
 [ 0.1235416   0.00990656  0.24218252 -0.22242286 -0.01624125  0.09242129
   0.1075828   0.16752429  0.08966171 -0.0901284 ]
 [ 0.13933938  0.09089209 -0.09920351 -0.10483423 -0.20185575  0.20188357
   0.07000807 -0.19402952 -0.11158137  0.01518713]
 [-0.16300366  0.12833068 -0.19977469 -0.06257759 -0.33147627  0.07229215
   0.17630949  0.09915044  0.02327831  0.05473457]
 [ 0.02544663  0.07832573  0.00205747  0.05596987 -0.0617211   0.15810089
  -0.2961598  -0.05010995 -0.03616028 -0.16147452]
 [ 0.0182593   0.00454702  0.203051   -0.15030085 -0.07335495 -0.19554401
   0.13684312 -0.19881205  0.01696323  0.15421062]
 [ 0.02448236  0.2404009   0.39161992  0.20366601  0.0768678   0.03097817
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 [ 0.02705262  0.02649073  0.03402173  0.08122851 -0.08141445 -0.11363818
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 [-0.04936004  0.20971856  0.27294173 -0.10797355 -0.07409192 -0.02925676
  -0.01755887  0.09395126 -0.2451834   0.02045843]
 [-0.09342954 -0.00153595  0.20394855 -0.03735092 -0.10077252 -0.12372053
  -0.16407766 -0.13877701 -0.21766081  0.01468286]
 [ 0.09388917 -0.28878862  0.08358333  0.076488    0.0381382   0.14902841
   0.18343949  0.02861856 -0.1076019   0.17587176]]
final_inputs_run [[ 0.25530464]
 [ 0.36141417]
 [ 0.5524714 ]
 ..., 
 [ 0.27276932]
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final_outputs_run [[ 0.25530464]
 [ 0.36141417]
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 ..., 
 [ 0.27276932]
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Progress: 1.6% ... Training loss: 0.539 ... Validation loss: 0.892[-0.39540849]
[-0.00424855]
[-0.79778078]
[-0.77593954]
[ 3.24577809]
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[ 0.04248451]
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[ 0.18457193]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
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26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
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15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
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15420          0          0          1          0          0          0   
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15422          0          0          1          0          0          0   
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15427          0          0          0          1          0          0   
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15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
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...          ...  
15405          0  
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15427          0  
15428          0  
15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[-0.35841864 -0.19974745  0.1215973  -0.16020717  0.43408267 -0.11124903
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final_inputs_run [[-1.29133583]
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 ..., 
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final_outputs_run [[-1.29133583]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
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16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
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...          ...  
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16864          0  
16865          0  
16866          0  
16867          0  
16868          0  
16869          0  
16870          0  
16871          0  
16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
self.weights_input_to_hidden [[-0.35841864 -0.19974745  0.1215973  -0.16020717  0.43408267 -0.11124903
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 [ 0.25411816 -0.21538891 -0.08684938  0.07780346  0.15695525  0.0418426
  -0.05665931 -0.06102428  0.25417013  0.02425595]
 [-0.09115784  0.15083552 -0.05052443  0.02571093  0.11726181 -0.09666872
   0.00131377 -0.02885747  0.04579609  0.13589098]
 [ 0.08785997  0.14524346 -0.02060507 -0.00361402  0.05296145 -0.0376926
  -0.24970525  0.24825906 -0.14167825 -0.02324018]
 [-0.0317824   0.29294746 -0.11527548  0.03696676  0.07268149 -0.05116865
  -0.08344519 -0.2625082  -0.08096658 -0.13047924]
 [-0.06635258  0.14621262 -0.09619388 -0.2934414  -0.18456391 -0.30882693
   0.04431462 -0.08300376 -0.08578702 -0.16937127]
 [ 0.06372368  0.00862058 -0.05476201 -0.10810447 -0.07807001 -0.0366605
   0.05343415  0.05013891  0.00100112  0.085374  ]
 [-0.17910964 -0.00549541  0.01198549  0.1060469  -0.20897235  0.09151443
   0.05876079  0.20507634  0.13245941 -0.00094353]
 [-0.10168228  0.18635438  0.20288766  0.02712738 -0.03176545  0.06214375
   0.13386082 -0.16117707  0.18825881 -0.00662874]
 [ 0.21328579 -0.05669314 -0.02635923 -0.2059683  -0.03413823  0.15966472
  -0.0357423  -0.031446    0.1047957   0.08909387]
 [ 0.03432271  0.02966171 -0.25689831 -0.2258315   0.32502909 -0.10237994
   0.10759335  0.05883044 -0.00447351 -0.07721797]
 [-0.1562255   0.09716348 -0.22761968  0.0622755   0.2038043  -0.06441832
   0.05998183 -0.09603339  0.21191901  0.18777118]
 [ 0.1094806   0.1917402   0.03094768 -0.05606707  0.03062113  0.21020378
  -0.05266457 -0.21907525 -0.08585529  0.1561134 ]
 [-0.01534583 -0.03327436 -0.00486424 -0.14999903  0.20640619  0.02500646
   0.03009847 -0.12725933  0.11594871  0.06636318]
 [ 0.12709515  0.01783064 -0.20564559 -0.2055024  -0.26092544  0.16188972
   0.16774817 -0.04397665  0.23733067  0.10702586]
 [ 0.00937156 -0.04301301 -0.18985356  0.19274462 -0.19123178 -0.01112798
   0.00389063  0.08666586 -0.10159036  0.25153389]
 [ 0.1934879   0.208711   -0.09112614  0.25415576 -0.23454408 -0.02786044
  -0.03628916  0.13288994  0.10125669  0.34397911]
 [-0.16707806  0.08085269 -0.20553308  0.13760807 -0.28491922 -0.09897526
  -0.12289305  0.02281845  0.11012137 -0.18583661]
 [ 0.11829218 -0.01534529 -0.10905524 -0.06771588 -0.21213016 -0.05279612
   0.11132928 -0.03331082 -0.18975188  0.14032853]
 [ 0.14250544 -0.14173778 -0.05243183 -0.08907944 -0.33959707 -0.06699447
   0.19891108 -0.10785774 -0.11863162  0.11377144]
 [-0.01928495  0.10498168 -0.1088388   0.04810096 -0.0202288   0.07818981
   0.0506457   0.14545335  0.26376529 -0.00713677]
 [-0.14928117 -0.20188188 -0.02037163 -0.2093843   0.33911436 -0.01204892
   0.14847591  0.01084023 -0.05835232 -0.09290164]
 [-0.31134437 -0.30833876 -0.04962808 -0.0368292   0.21972812 -0.08276677
  -0.18832204  0.11591892 -0.14492029 -0.30665964]
 [ 0.18458124  0.22580761  0.01483132 -0.04129643  0.02625271  0.05573737
  -0.06839062 -0.08770357 -0.0035328  -0.05628467]
 [ 0.04944082  0.02404667 -0.22317355  0.10898571  0.13038973 -0.0565907
   0.17707252  0.01738223 -0.01500281 -0.16123376]
 [ 0.02211734  0.16955221  0.1526432  -0.04055141 -0.22608334 -0.01789139
  -0.01714081  0.07635189 -0.15352768 -0.0393246 ]
 [ 0.11729147  0.01205518 -0.00183703 -0.10413034 -0.08349152  0.05570209
  -0.10602118  0.06613159  0.02466281  0.02730462]
 [-0.14545589  0.16594816  0.12359882  0.04083685  0.15559373 -0.15507862
  -0.15267796 -0.13723891  0.00064711  0.13918921]
 [ 0.1718287   0.23172791  0.09093492  0.12305334 -0.05827057 -0.25702425
  -0.08159113 -0.088304   -0.11241756  0.1471721 ]
 [ 0.03032965 -0.15664508  0.08786339  0.19518816 -0.03833435 -0.01520546
  -0.09893032  0.04371312  0.12637489 -0.16385161]
 [ 0.05338159  0.02872096  0.11211674 -0.07369453 -0.13919314  0.21372474
   0.01246974  0.07910666  0.14744791 -0.34096179]
 [ 0.19290615 -0.17724442  0.01836278 -0.29606184  0.45149613 -0.10837933
  -0.10978701  0.19462205  0.14621604 -0.30638036]
 [-0.23347106 -0.13696608  0.02917668 -0.03421916  0.38926414 -0.18314583
  -0.16295764  0.15502023  0.35210482 -0.26911942]
 [ 0.20730212 -0.02181337 -0.09239555  0.14319145  0.26168396 -0.16472301
  -0.11850439 -0.07938741  0.03316065 -0.11245773]
 [-0.28546805 -0.17606955  0.27054516 -0.00517885 -0.08685579  0.08445366
   0.12280435  0.17483245 -0.01230915 -0.08931255]
 [ 0.12352701  0.00989149  0.2422101  -0.22245285 -0.01619784  0.09241055
   0.10757624  0.16753443  0.08966221 -0.09015743]
 [ 0.13938632  0.09095144 -0.09923899 -0.10481103 -0.202096    0.20190511
   0.0700246  -0.19404948 -0.1115862   0.01526165]
 [-0.16281137  0.12851707 -0.19994635 -0.06240274 -0.33210211  0.07240236
   0.17643877  0.09903607  0.02323323  0.05500481]
 [ 0.02543815  0.07829252  0.00212467  0.05598893 -0.06220354  0.15808442
  -0.29622216 -0.05006573 -0.03612815 -0.16141517]
 [ 0.01875189  0.00499361  0.20267604 -0.14983119 -0.07531673 -0.19530715
   0.13705986 -0.19904147  0.01688684  0.15486417]
 [ 0.02552402  0.24122371  0.39077109  0.20450951  0.07404039  0.03149407
   0.10683831 -0.07640911  0.14666551 -0.02970737]
 [ 0.02673798  0.02623825  0.03430048  0.08096132 -0.08056058 -0.1137851
   0.0925555  -0.15169334  0.05567994  0.10708749]
 [-0.04889431  0.21017392  0.2725582  -0.10757729 -0.07560811 -0.02901445
  -0.01721211  0.09365939 -0.24530292  0.02108372]
 [-0.09351778 -0.00165773  0.20406121 -0.03745772 -0.1005996  -0.12378931
  -0.16415043 -0.13869439 -0.21763149  0.01453449]
 [ 0.09345073 -0.28910089  0.08392217  0.07613256  0.03888991  0.14880245
   0.18312071  0.0288906  -0.10749361  0.1752966 ]]
final_inputs_run [[ 0.23420728]
 [ 0.34578308]
 [ 0.53931888]
 ..., 
 [ 0.25300473]
 [-0.06905309]
 [-0.08629656]]
final_outputs_run [[ 0.23420728]
 [ 0.34578308]
 [ 0.53931888]
 ..., 
 [ 0.25300473]
 [-0.06905309]
 [-0.08629656]]
Progress: 1.6% ... Training loss: 0.539 ... Validation loss: 0.898[ 0.53001128]
[-0.83331037]
[-0.8129827]
[-0.25875188]
[-0.18927248]
[ 0.39723482]
[-0.51094417]
[ 0.80127435]
[-0.52796255]
[-1.02250549]
[-0.28482944]
[-0.18651647]
[-0.0133139]
[-0.23324605]
[-0.23451168]
[-0.34141545]
[-0.27098982]
[ 1.00130421]
[ 0.89788486]
[-0.09722571]
[ 0.67337975]
[-0.37152931]
[-0.59863451]
[-0.00106174]
[-1.17208384]
[ 0.90010524]
[ 0.10415679]
[ 0.31299401]
[-0.21576315]
[-0.49845862]
[ 1.50260786]
[-0.30262341]
[-0.24789487]
[-0.5761035]
[-0.22457111]
[ 1.91026065]
[-0.17388112]
[-0.17530627]
[-0.42974908]
[-0.62310541]
[-0.24305582]
[ 0.05908058]
[-0.01365634]
[ 0.47055859]
[-0.76380605]
[ 0.15663817]
[ 1.19073031]
[-0.26989042]
[ 1.29889024]
[-0.11869528]
[-0.18806657]
[-0.10873356]
[-0.51752261]
[-0.38450184]
[ 0.11960032]
[-0.47611617]
[-0.25875188]
[-0.84740217]
[-0.39298115]
[-0.00813848]
[-0.32344728]
[ 0.09081592]
[ 0.21219331]
[ 0.86871675]
[-0.58677802]
[-0.07513525]
[ 1.1688941]
[ 0.77313813]
[ 1.45445269]
[-0.54412799]
[-0.82891495]
[-0.26605594]
[-0.89486099]
[ 1.78951499]
[-0.38391997]
[-0.14653563]
[ 0.22082714]
[ 0.77394634]
[ 0.258941]
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[-0.14596196]
[ 0.88327599]
[-0.04891229]
[-0.27447178]
[ 0.91723737]
[ 0.30068149]
[-0.93607721]
[ 0.51539989]
[ 0.15540857]
[ 0.1592539]
[-0.19926204]
[-0.46857065]
[-0.58939348]
[-0.05789055]
[ 0.61896264]
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[-0.08447661]
[-0.35067384]
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[ 0.64750267]
[ 0.87284874]
[-0.07083333]
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[-0.00843595]
[-1.16892526]
[-0.29200226]
[ 0.44153993]
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[-0.45005049]
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[ 0.06583164]
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[ 0.68466214]
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[ 0.81650506]
[ 0.74937587]
[-1.15568912]
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[ 0.2449437]
[-1.20583513]
[ 0.62734743]
[ 0.75367949]
[-0.16287974]
[-0.15504595]
[ 0.13495504]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
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15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
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15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
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16851   1        0 -0.711414  1.569333  -0.699669         0         0   
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16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
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16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
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16855         0         1             0    ...          0      0      0   
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16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

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15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
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15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
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Progress: 1.6% ... Training loss: 0.538 ... Validation loss: 0.894[-0.33919882]
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3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
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final_inputs_run [[-1.27802392]
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final_outputs_run [[-1.27802392]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15458         0         1             1    ...          0      0      0   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
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15441          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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[1440 rows x 56 columns]
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   -1.01764569e-01   2.52573124e-01]
 [  1.94174594e-01   2.09292836e-01  -9.16686773e-02   2.54728851e-01
   -2.36504733e-01  -2.74996622e-02  -3.58517624e-02   1.32510678e-01
    1.01114150e-01   3.44812188e-01]
 [ -1.65702030e-01   8.22128810e-02  -2.06775688e-01   1.38903708e-01
   -2.89337277e-01  -9.81939125e-02  -1.21905475e-01   2.19628645e-02
    1.09802408e-01  -1.83974822e-01]
 [  1.19391617e-01  -1.43711222e-02  -1.09955045e-01  -6.67772643e-02
   -2.15353133e-01  -5.22360039e-02   1.12011082e-01  -3.39291956e-02
   -1.89978404e-01   1.41686365e-01]
 [  1.43763023e-01  -1.40612986e-01  -5.34760092e-02  -8.79803187e-02
   -3.43121888e-01  -6.63332974e-02   1.99686219e-01  -1.08569937e-01
   -1.18897720e-01   1.15366802e-01]
 [ -1.89060272e-02   1.05313131e-01  -1.09170500e-01   4.84420776e-02
   -2.13193408e-02   7.83948440e-02   5.08850881e-02   1.45248663e-01
    2.63686975e-01  -6.62909310e-03]
 [ -1.49779047e-01  -2.02371767e-01  -1.99520206e-02  -2.09847078e-01
    3.40358531e-01  -1.23226165e-02   1.48130361e-01   1.11504492e-02
   -5.82396507e-02  -9.35458432e-02]
 [ -3.12285856e-01  -3.09209488e-01  -4.87747913e-02  -3.76747812e-02
    2.22320763e-01  -8.32933702e-02  -1.88955587e-01   1.16466109e-01
   -1.44715936e-01  -3.07889575e-01]
 [  1.83813432e-01   2.25107657e-01   1.55676491e-02  -4.20483507e-02
    2.85596138e-02   5.52903681e-02  -6.89502802e-02  -8.72046614e-02
   -3.35135793e-03  -5.73578985e-02]
 [  4.92066273e-02   2.37847699e-02  -2.22923594e-01   1.08758617e-01
    1.31016391e-01  -5.67313210e-02   1.76894646e-01   1.75377053e-02
   -1.49425194e-02  -1.61542832e-01]
 [  2.18390325e-02   1.69281977e-01   1.52958359e-01  -4.08808365e-02
   -2.25247908e-01  -1.80564598e-02  -1.73325916e-02   7.65074216e-02
   -1.53463000e-01  -3.97452046e-02]
 [  1.17754998e-01   1.25579187e-02  -2.21425307e-03  -1.03690011e-01
   -8.48769112e-02   5.59830316e-02  -1.05662179e-01   6.58261927e-02
    2.45462010e-02   2.79683073e-02]
 [ -1.45645319e-01   1.65805105e-01   1.23855713e-01   4.06024963e-02
    1.56011604e-01  -1.55177690e-01  -1.52816372e-01  -1.37119513e-01
    6.96596458e-04   1.38969923e-01]
 [  1.71313257e-01   2.31153198e-01   9.15195891e-02   1.22552255e-01
   -5.71497050e-02  -2.57375074e-01  -8.20420552e-02  -8.79203763e-02
   -1.12268758e-01   1.46427189e-01]
 [  3.04926057e-02  -1.56477452e-01   8.77698097e-02   1.95328291e-01
   -3.88980911e-02  -1.50995397e-02  -9.87921680e-02   4.36166149e-02
    1.26330848e-01  -1.63658257e-01]
 [  5.24714344e-02   2.78750007e-02   1.12922077e-01  -7.44893520e-02
   -1.36510807e-01   2.13225259e-01   1.18556556e-02   7.96431546e-02
    1.47648881e-01  -3.42079327e-01]
 [  1.91410559e-01  -1.78659274e-01   1.95968142e-02  -2.97293290e-01
    4.54984065e-01  -1.09205404e-01  -1.10824729e-01   1.95484719e-01
    1.46547544e-01  -3.08255667e-01]
 [ -2.34019416e-01  -1.37544129e-01   2.96227827e-02  -3.47161394e-02
    3.90950954e-01  -1.83470812e-01  -1.63368648e-01   1.55352100e-01
    3.52232555e-01  -2.69830553e-01]
 [  2.06599772e-01  -2.24506923e-02  -9.17860806e-02   1.42588437e-01
    2.63685280e-01  -1.65037620e-01  -1.18986340e-01  -7.89635305e-02
    3.33192996e-02  -1.13361208e-01]
 [ -2.86069126e-01  -1.76789684e-01   2.71122727e-01  -5.87479659e-03
   -8.45945101e-02   8.40086417e-02   1.22236838e-01   1.75290817e-01
   -1.21229574e-02  -9.02868126e-02]
 [  1.23133139e-01   9.56359855e-03   2.42513942e-01  -2.22758013e-01
   -1.51658936e-02   9.22263423e-02   1.07351707e-01   1.67739924e-01
    8.97331597e-02  -9.06025401e-02]
 [  1.39625112e-01   9.11786002e-02  -9.94403543e-02  -1.04609223e-01
   -2.02794837e-01   2.02035499e-01   7.01863498e-02  -1.94190739e-01
   -1.11639676e-01   1.55639260e-02]
 [ -1.62257070e-01   1.29009893e-01  -2.00405416e-01  -6.19262801e-02
   -3.33704223e-01   7.26895592e-02   1.76782044e-01   9.87267752e-02
    2.31199630e-02   5.56930652e-02]
 [  2.59963321e-02   7.87608818e-02   1.71629375e-03   5.64966194e-02
   -6.42197519e-02   1.58377362e-01  -2.95930160e-01  -5.03716379e-02
   -3.62362239e-02  -1.60666544e-01]
 [  1.87456503e-02   5.00948269e-03   2.02729007e-01  -1.49847926e-01
   -7.55761216e-02  -1.95287073e-01   1.37040774e-01  -1.99026047e-01
    1.68896982e-02   1.54842358e-01]
 [  2.66960597e-02   2.42327233e-01   3.89831451e-01   2.05499649e-01
    7.03905034e-02   3.21161448e-02   1.07599396e-01  -7.70890841e-02
    1.46412222e-01  -2.82163421e-02]
 [  2.52020080e-02   2.47693900e-02   3.56837601e-02   7.95391940e-02
   -7.64202238e-02  -1.14671668e-01   9.14578515e-02  -1.50725009e-01
    5.60392330e-02   1.05126084e-01]
 [ -4.92210761e-02   2.09733413e-01   2.72943273e-01  -1.07927986e-01
   -7.46985364e-02  -2.92466594e-02  -1.75190443e-02   9.38738362e-02
   -2.45193218e-01   2.05831882e-02]
 [ -9.26581785e-02  -8.70510050e-04   2.03416727e-01  -3.67350451e-02
   -1.03497485e-01  -1.23344762e-01  -1.63570996e-01  -1.39197415e-01
   -2.17819972e-01   1.56519949e-02]
 [  9.29609645e-02  -2.89784727e-01   8.45678812e-02   7.55138511e-02
    4.01901738e-02   1.48436545e-01   1.82555866e-01   2.93609993e-02
   -1.07311766e-01   1.74456006e-01]]
final_inputs_run [[ 0.2524759 ]
 [ 0.36104965]
 [ 0.55380488]
 ..., 
 [ 0.26704808]
 [-0.05524595]
 [-0.07392659]]
final_outputs_run [[ 0.2524759 ]
 [ 0.36104965]
 [ 0.55380488]
 ..., 
 [ 0.26704808]
 [-0.05524595]
 [-0.07392659]]
Progress: 1.6% ... Training loss: 0.536 ... Validation loss: 0.889[-0.21551413]
[-0.00054962]
[ 0.43409062]
[ 0.74710614]
[-0.05437896]
[ 2.02617453]
[-0.24687756]
[ 0.43682235]
[ 0.52856277]
[-0.28069704]
[-0.20518797]
[-0.71529795]
[ 0.46339535]
[-0.21280111]
[ 0.09711645]
[ 1.06948625]
[-0.3126122]
[-0.67766909]
[ 0.52850928]
[-0.27493248]
[-1.09097523]
[ 0.08711591]
[ 1.40715047]
[ 0.87946782]
[ 0.33727989]
[-0.04117836]
[ 1.6368197]
[ 0.00814578]
[-0.89419703]
[ 1.56442536]
[ 0.31321132]
[ 0.38649579]
[ 1.09215645]
[-0.7412604]
[-0.6945376]
[ 0.17431856]
[ 1.59244568]
[-0.55609775]
[-0.7998305]
[ 0.52788529]
[-0.56651694]
[-0.36439252]
[ 0.09289751]
[ 0.27067134]
[-0.33854814]
[-0.83220995]
[ 1.22782331]
[ 0.26136137]
[ 0.01990582]
[-0.63033122]
[ 0.27474565]
[-0.9186956]
[-0.17671191]
[ 0.648346]
[-0.26231636]
[-0.70024244]
[ 0.84270677]
[-0.24481072]
[ 1.57800691]
[ 0.33251976]
[ 0.09068367]
[-0.01584507]
[-0.89915029]
[-0.38205936]
[-1.30781371]
[ 1.74522854]
[ 0.77498408]
[-0.54320195]
[-1.10543843]
[-0.23024581]
[ 0.86153043]
[ 0.7309472]
[ 0.60455996]
[ 1.15921701]
[-0.08198591]
[ 0.16411238]
[-0.32686527]
[ 0.73877833]
[-0.79948689]
[-0.81601123]
[-0.0391047]
[-0.48504122]
[-0.75189399]
[ 1.73801834]
[ 0.71166139]
[ 0.10604777]
[ 0.49967693]
[ 0.94177222]
[ 0.94622694]
[-0.12568349]
[ 0.31293731]
[-0.83061156]
[ 1.41806603]
[-0.40290763]
[ 0.00622199]
[ 0.21093393]
[-0.40097685]
[-0.13630932]
[ 2.4584687]
[-0.18646327]
[-0.88745621]
[ 1.32903302]
[ 0.28199943]
[-0.57538039]
[-0.31551162]
[ 0.33602444]
[ 1.81925362]
[ 0.01421833]
[-0.00192751]
[ 1.13687828]
[-0.14304082]
[-0.1566348]
[ 1.08105404]
[ 0.59171497]
[ 0.45269125]
[ 0.52396057]
[-0.18862661]
[-0.01318533]
[-0.67904088]
[ 0.23875519]
[-0.5540638]
[-0.7280106]
[ 0.10373125]
[-0.40726212]
[ 0.21205053]
[ 0.37845573]
[-0.52036252]
[-0.3944732]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
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   -8.45411462e-02   8.39926533e-02   1.22217898e-01   1.75307161e-01
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    8.96935848e-02  -9.03691874e-02]
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   -2.03473243e-01   2.02145563e-01   7.03179133e-02  -1.94314810e-01
   -1.11684877e-01   1.58239764e-02]
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   -3.34310772e-01   7.27802621e-02   1.76901760e-01   9.86152805e-02
    2.30778429e-02   5.59370727e-02]
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    1.69113160e-02   1.54715153e-01]
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    4.51510838e-02   1.47469670e-01   1.81406211e-01   3.03647682e-02
   -1.06923482e-01   1.72308851e-01]]
final_inputs_run [[ 0.3236646 ]
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 ..., 
 [ 0.34162704]
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final_outputs_run [[ 0.3236646 ]
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 ..., 
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Progress: 1.6% ... Training loss: 0.537 ... Validation loss: 0.862[ 0.01579638]
[ 0.7166732]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
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27            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
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15407         0         1             0    ...          0      0      0   
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15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
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17             0          0          0          0          0          0   
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19             0          0          0          0          0          0   
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24             1          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
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15412          0          0          1          0          0          0   
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15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
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8              1  
9              1  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[-0.35946863 -0.20068045  0.12270698 -0.16113287  0.43358079 -0.11209957
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 [-0.14532126  0.16615418  0.12357778  0.040889    0.15526343 -0.15499037
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final_inputs_run [[-1.25140096]
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 ..., 
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final_outputs_run [[-1.25140096]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
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16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
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...          ...  
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16864          0  
16865          0  
16866          0  
16867          0  
16868          0  
16869          0  
16870          0  
16871          0  
16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
self.weights_input_to_hidden [[-0.35946863 -0.20068045  0.12270698 -0.16113287  0.43358079 -0.11209957
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   0.00159535 -0.037808    0.11923672  0.08028186]
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   0.03016939  0.11017451  0.04727484  0.05780767]
 [-0.18449343 -0.02112405 -0.06599691 -0.06277053  0.26479203  0.06806989
  -0.04167729  0.19766575 -0.06588318  0.06183748]
 [-0.10254012 -0.0981089  -0.04993903 -0.07711581 -0.09991727 -0.06804677
   0.27708189  0.09326471  0.19863154 -0.00387557]
 [-0.13871342  0.08909858 -0.13116629  0.06702129  0.2386726  -0.12291663
  -0.18847949  0.03569921 -0.24195132  0.00585945]
 [-0.1468591   0.05934408  0.00160999 -0.13725234 -0.05935212 -0.02477869
   0.0570713   0.06898604 -0.18246606  0.14605158]
 [ 0.25411816 -0.21538891 -0.08684938  0.07780346  0.15695525  0.0418426
  -0.05665931 -0.06102428  0.25417013  0.02425595]
 [-0.09092191  0.15102059 -0.05060062  0.02583105  0.11658721 -0.09659182
   0.00140603 -0.02895869  0.04575002  0.13610635]
 [ 0.08688755  0.14426432 -0.01970016 -0.00456478  0.05521927 -0.03829374
  -0.25042777  0.24890023 -0.14143664 -0.02446193]
 [-0.03143275  0.29334837 -0.11548936  0.03719139  0.07184494 -0.05099737
  -0.08319332 -0.26271229 -0.08104722 -0.1300575 ]
 [-0.06617942  0.14654388 -0.09650663 -0.29318187 -0.18560044 -0.30871935
   0.04443136 -0.08317646 -0.08584893 -0.16888305]
 [ 0.0633514   0.00833294 -0.0543997  -0.10841871 -0.07745111 -0.03690057
   0.05310998  0.05038701  0.00110495  0.08492825]
 [-0.17914073 -0.00561041  0.01216286  0.10581556 -0.20857045  0.09136501
   0.05852914  0.20525911  0.13256484 -0.00116491]
 [-0.10056911  0.18727576  0.20193447  0.0281349  -0.03537409  0.06272856
   0.13450573 -0.16183577  0.18800926 -0.00511873]
 [ 0.21372991 -0.05631526 -0.02656495 -0.20569107 -0.03552229  0.15986855
  -0.03548779 -0.03170008  0.10469463  0.08958461]
 [ 0.03280622  0.02815537 -0.25535235 -0.22700122  0.32710948 -0.10329165
   0.10640546  0.05974435 -0.00409333 -0.07899993]
 [-0.15567475  0.09758056 -0.22796545  0.06272774  0.20174632 -0.06411363
   0.0603131  -0.09632865  0.21181178  0.18834186]
 [ 0.10870005  0.19102598  0.03158054 -0.05677226  0.03301559  0.20975485
  -0.05319615 -0.21859001 -0.08567136  0.15515622]
 [-0.01567054 -0.03353822 -0.0046087  -0.15025486  0.20732273  0.02483722
   0.02990544 -0.1270786   0.11602087  0.06597595]
 [ 0.12949461  0.02010398 -0.20782062 -0.20341448 -0.26859249  0.16320169
   0.16935908 -0.04545681  0.23677628  0.11024909]
 [ 0.01086699 -0.04168728 -0.19109852  0.19403645 -0.19575241 -0.01035023
   0.00485835  0.08581001 -0.10191969  0.25347548]
 [ 0.19501188  0.21009059 -0.09243595  0.25549363 -0.23909979 -0.02707677
  -0.03530364  0.13201317  0.10091673  0.34592847]
 [-0.16471591  0.08316737 -0.20771783  0.13983903 -0.29242642 -0.09766046
  -0.12123887  0.02130843  0.10954836 -0.1825935 ]
 [ 0.12028923 -0.01357599 -0.11071226 -0.066017   -0.21800829 -0.05178793
   0.11255824 -0.03446071 -0.19017519  0.14280418]
 [ 0.14466979 -0.13975893 -0.05429232 -0.08716638 -0.34586726 -0.06585244
   0.20027154 -0.10912781 -0.11912182  0.11657797]
 [-0.01808602  0.10606204 -0.10989583  0.04915066 -0.02382361  0.07882635
   0.05140848  0.14474928  0.26349753 -0.0055975 ]
 [-0.15080012 -0.20330996 -0.01908248 -0.21075621  0.34335519 -0.01285823
   0.1474709   0.01177283 -0.05799655 -0.09481035]
 [-0.31317785 -0.31013185 -0.04786053 -0.03858027  0.22494683 -0.08382393
  -0.18959394  0.11710959 -0.1444637  -0.30920766]
 [ 0.18350675  0.22486636  0.01585549 -0.04233559  0.02951536  0.05512062
  -0.06914467 -0.08702277 -0.00327918 -0.0577921 ]
 [ 0.04905157  0.02368362 -0.22280744  0.10864909  0.13135219 -0.05681272
   0.17679175  0.01761269 -0.01491507 -0.16172649]
 [ 0.0216816   0.16922947  0.15311539 -0.0410071  -0.22478756 -0.01812276
  -0.01736764  0.076583   -0.15344436 -0.03995172]
 [ 0.11650522  0.01142826 -0.00110672 -0.10473068 -0.08140241  0.05528685
  -0.10652039  0.06655452  0.02481789  0.0264599 ]
 [-0.14532126  0.16615418  0.12357778  0.040889    0.15526343 -0.15499037
  -0.15253964 -0.137384    0.00058906  0.13948103]
 [ 0.17083098  0.23073362  0.09189667  0.12215466 -0.0556865  -0.25762937
  -0.082334   -0.08765353 -0.1121702   0.14584562]
 [ 0.03081242 -0.15615804  0.0875548   0.19564395 -0.03945812 -0.01490246
  -0.09853186  0.04337338  0.12622836 -0.16323854]
 [ 0.0515006   0.02699386  0.11382956 -0.07534853 -0.13390585  0.21259584
   0.01110066  0.08028508  0.14791063 -0.34326698]
 [ 0.18981066 -0.18015328  0.02104156 -0.29854446  0.45891788 -0.11008535
  -0.1119826   0.1964869   0.14697649 -0.31028128]
 [-0.23498032 -0.13848574  0.03049882 -0.03558787  0.39359623 -0.18399441
  -0.1640744   0.15596468  0.35248158 -0.27106805]
 [ 0.20552814 -0.02349229 -0.09087525  0.14162985  0.26645092 -0.16561368
  -0.11972618 -0.07827984  0.033587   -0.11478979]
 [-0.28617464 -0.17687462  0.27122518 -0.00595939 -0.08433982  0.08394938
   0.12216845  0.17535608 -0.01209769 -0.09042347]
 [ 0.12339399  0.00980245  0.24229635 -0.22253628 -0.0158744   0.0923704
   0.10751877  0.16758015  0.08967182 -0.09025185]
 [ 0.13970107  0.09124019 -0.09945505 -0.10461929 -0.20308038  0.20206286
   0.07021364 -0.19421466 -0.11164468  0.01561129]
 [-0.16188042  0.12937883 -0.20075166 -0.06161407 -0.33489938  0.07288251
   0.17702037  0.09849507  0.02302809  0.05620038]
 [ 0.02532258  0.07818941  0.0023517   0.05599635 -0.06290412  0.15796415
  -0.29646044 -0.04993137 -0.03605344 -0.16140412]
 [ 0.01886505  0.00516655  0.20260345 -0.14983465 -0.07634987 -0.19526636
   0.1370842  -0.19909828  0.01687077  0.15501783]
 [ 0.02775552  0.24343025  0.38891016  0.2065295   0.06736851  0.03273497
   0.10841379 -0.07786908  0.14609679 -0.02675128]
 [ 0.02586566  0.02538896  0.03515196  0.08005502 -0.07881575 -0.1143996
   0.09184913 -0.15112251  0.05588269  0.10599801]
 [-0.04935754  0.20956034  0.27305348 -0.10796677 -0.07511297 -0.02938374
  -0.01772087  0.09399579 -0.245122    0.02047875]
 [-0.09333994 -0.00152794  0.20407298 -0.03736431 -0.10140404 -0.12367322
  -0.16402766 -0.13876204 -0.21765467  0.01481631]
 [ 0.0912486  -0.29127682  0.08604159  0.07402515  0.04493164  0.14743729
   0.18135226  0.03039931 -0.10690338  0.17226992]]
final_inputs_run [[ 0.28402081]
 [ 0.39585526]
 [ 0.58968945]
 ..., 
 [ 0.30133053]
 [-0.02547298]
 [-0.04463576]]
final_outputs_run [[ 0.28402081]
 [ 0.39585526]
 [ 0.58968945]
 ..., 
 [ 0.30133053]
 [-0.02547298]
 [-0.04463576]]
Progress: 1.6% ... Training loss: 0.534 ... Validation loss: 0.873[ 0.3352708]
[ 0.02902199]
[-0.3840227]
[-1.24362118]
[ 1.44773279]
[-1.10771411]
[ 0.38643523]
[-0.25580681]
[-0.42286225]
[-0.03128472]
[ 0.1942882]
[-0.34270376]
[-0.88819515]
[ 0.00153342]
[-0.40798003]
[ 1.68609993]
[ 0.34139872]
[-0.2231936]
[-0.92757378]
[ 0.21301068]
[-0.17634057]
[ 0.60714598]
[ 0.0942307]
[-0.3516092]
[-1.04464633]
[ 1.75011729]
[-0.76290598]
[ 0.04436629]
[-0.37525344]
[ 0.75896605]
[-0.31866552]
[-0.67671283]
[ 0.91364448]
[ 0.3819091]
[ 0.51413567]
[ 1.1814996]
[ 0.9888203]
[ 0.67824538]
[ 0.14660576]
[ 1.44351026]
[ 0.87941979]
[ 0.35820462]
[ 0.80442539]
[-0.20755971]
[ 0.04395591]
[-0.30883531]
[-0.17330836]
[ 1.95761362]
[ 1.33010476]
[ 1.17909596]
[-0.05789647]
[ 1.36962833]
[-0.87325098]
[-0.54549003]
[-0.78843545]
[-0.92761662]
[ 0.24315977]
[ 0.05368118]
[-0.13381767]
[-0.17197925]
[-0.43921691]
[-0.22668775]
[ 0.69260272]
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[-0.16735008]
[ 0.1135372]
[-0.41778321]
[-1.06521881]
[-0.61225504]
[-0.36397516]
[-0.25370999]
[ 0.38868437]
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[ 0.03168407]
[ 0.43092818]
[-0.6098216]
[ 0.02404795]
[-0.28223169]
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[ 1.6156761]
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[-0.40521621]
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[-0.4591686]
[ 0.39771123]
[ 0.3551336]
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[ 0.04243975]
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[-0.31998448]
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[ 0.48112846]
[-0.41914178]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
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Progress: 1.6% ... Training loss: 0.533 ... Validation loss: 0.869[ 0.87015274]
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3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
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15      0        0 -0.295951  0.740016   0.886073         1         0   
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15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
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...          ...  
15405          0  
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15428          0  
15429          0  
15430          0  
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15432          0  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[-0.36119149 -0.20212885  0.12435104 -0.16238532  0.43559805 -0.11293928
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
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[1440 rows x 56 columns]
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final_inputs_run [[  3.18649864e-01]
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Progress: 1.6% ... Training loss: 0.533 ... Validation loss: 0.860[-0.93033462]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
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27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
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15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
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15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
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15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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15433         0         1             0    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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final_inputs_run [[-1.22928668]
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 ..., 
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final_outputs_run [[-1.22928668]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
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15446          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
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16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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16857          0          1          0          0          0          0   
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16859          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
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15440          0  
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...          ...  
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16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
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    4.79747231e-02   1.46923069e-01   1.80659900e-01   3.10646491e-02
   -1.06626456e-01   1.70852155e-01]]
final_inputs_run [[ 0.31552329]
 [ 0.41488194]
 [ 0.60555517]
 ..., 
 [ 0.32200844]
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final_outputs_run [[ 0.31552329]
 [ 0.41488194]
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 ..., 
 [ 0.32200844]
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Progress: 1.6% ... Training loss: 0.531 ... Validation loss: 0.863[-0.40816928]
[ 1.28663579]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
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15418   1        0  0.119512  0.014364  -0.211685         0         0   
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final_inputs_run [[-1.23984173]
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 ..., 
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final_outputs_run [[-1.23984173]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
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15440         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
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16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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[1440 rows x 56 columns]
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 [  1.07952919e-01   1.90319922e-01   3.21725999e-02  -5.74101540e-02
    3.52882991e-02   2.09344875e-01  -5.36927282e-02  -2.18114838e-01
   -8.54775440e-02   1.54232947e-01]
 [ -1.65320145e-02  -3.43141226e-02  -3.87949087e-03  -1.50990138e-01
    2.09896818e-01   2.43817058e-02   2.93486963e-02  -1.26558988e-01
    1.16224486e-01   6.49083282e-02]
 [  1.31638376e-01   2.21084854e-02  -2.09722941e-01  -2.01553409e-01
   -2.75241622e-01   1.64342082e-01   1.70748063e-01  -4.68045148e-02
    2.36273360e-01   1.13096477e-01]
 [  1.31001123e-02  -3.95197119e-02  -1.93132743e-01   1.96104840e-01
   -2.02867117e-01  -9.16176748e-03   6.35585078e-03   8.44100513e-02
   -1.02477703e-01   2.56492607e-01]
 [  1.96896849e-01   2.11812954e-01  -9.40661178e-02   2.57149935e-01
   -2.44761930e-01  -2.60941462e-02  -3.40880566e-02   1.30879140e-01
    1.00479634e-01   3.48296818e-01]
 [ -1.63252930e-01   8.44955185e-02  -2.09015229e-01   1.41131671e-01
   -2.96839385e-01  -9.69108755e-02  -1.20285240e-01   2.04051949e-02
    1.09204113e-01  -1.80662006e-01]
 [  1.22093762e-01  -1.19219313e-02  -1.12288239e-01  -6.44209889e-02
   -2.23386594e-01  -5.08383743e-02   1.13716917e-01  -3.55613431e-02
   -1.90593054e-01   1.45144179e-01]
 [  1.46964777e-01  -1.37539546e-01  -5.63588753e-02  -8.50741219e-02
   -3.52993789e-01  -6.46506304e-02   2.01778988e-01  -1.10577046e-01
   -1.19689240e-01   1.19686036e-01]
 [ -1.63528425e-02   1.07691251e-01  -1.11363392e-01   5.06742500e-02
   -2.92923403e-02   7.97395152e-02   5.24928088e-02   1.43729808e-01
    2.63112862e-01  -3.36687311e-03]
 [ -1.52028785e-01  -2.04485715e-01  -1.79146576e-02  -2.11866557e-01
    3.47055890e-01  -1.35036748e-02   1.46667799e-01   1.25422388e-02
   -5.77008331e-02  -9.64662256e-02]
 [ -3.16354295e-01  -3.13422381e-01  -4.47797020e-02  -4.17080044e-02
    2.35445694e-01  -8.56316042e-02  -1.91928103e-01   1.19269481e-01
   -1.43595356e-01  -3.13723870e-01]
 [  1.82842533e-01   2.24298448e-01   1.65302613e-02  -4.30258559e-02
    3.15159930e-02   5.47494265e-02  -6.96033035e-02  -8.65816562e-02
   -3.10018390e-03  -5.87262225e-02]
 [  4.99499768e-02   2.45323372e-02  -2.23650272e-01   1.09452035e-01
    1.29018955e-01  -5.63575600e-02   1.77399974e-01   1.70370620e-02
   -1.51433241e-02  -1.60568568e-01]
 [  2.21110210e-02   1.69686228e-01   1.52768380e-01  -4.06438053e-02
   -2.25837303e-01  -1.78867346e-02  -1.70190842e-02   7.62740142e-02
   -1.53565507e-01  -3.93405599e-02]
 [  1.15364609e-01   1.04645751e-02  -6.65648254e-05  -1.05699717e-01
   -7.80667507e-02   5.47056561e-02  -1.07179066e-01   6.71917056e-02
    2.50703439e-02   2.50897623e-02]
 [ -1.45465248e-01   1.66143479e-01   1.23655807e-01   4.08365268e-02
    1.55768986e-01  -1.55036469e-01  -1.52556053e-01  -1.37372683e-01
    5.95626546e-04   1.39409731e-01]
 [  1.70558040e-01   2.30639325e-01   9.22118339e-02   1.21976359e-01
   -5.51136650e-02  -2.57704000e-01  -8.24711131e-02  -8.75175598e-02
   -1.12110663e-01   1.45587508e-01]
 [  3.02835797e-02  -1.56657960e-01   8.80677670e-02   1.95197653e-01
   -3.79616312e-02  -1.51886085e-02  -9.88495178e-02   4.36745305e-02
    1.26348663e-01  -1.63883125e-01]
 [  5.05501487e-02   2.60149369e-02   1.14717693e-01  -7.62842386e-02
   -1.30706702e-01   2.12011939e-01   1.03908153e-02   8.09287532e-02
    1.48166857e-01  -3.44543193e-01]
 [  1.87107588e-01  -1.82537064e-01   2.33273130e-02  -3.00600122e-01
    4.65313629e-01  -1.11443110e-01  -1.13835527e-01   1.98139763e-01
    1.47637546e-01  -3.13455498e-01]
 [ -2.37103365e-01  -1.40554173e-01   3.24703494e-02  -3.75337358e-02
    3.99497322e-01  -1.85146237e-01  -1.65543593e-01   1.57320059e-01
    3.53002628e-01  -2.73834545e-01]
 [  2.02476587e-01  -2.62959808e-02  -8.82024028e-02   1.38996201e-01
    2.73930030e-01  -1.67143321e-01  -1.21753969e-01  -7.63661271e-02
    3.43304651e-02  -1.18592563e-01]
 [ -2.86485596e-01  -1.77299496e-01   2.71596019e-01  -6.34252115e-03
   -8.31915961e-02   8.37232017e-02   1.21878350e-01   1.75623851e-01
   -1.19911777e-02  -9.09424464e-02]
 [  1.23788781e-01   1.01518408e-02   2.41994642e-01  -2.22228038e-01
   -1.69499667e-02   9.25678358e-02   1.07764806e-01   1.67355852e-01
    8.95814071e-02  -8.97815919e-02]
 [  1.39859342e-01   9.13256143e-02  -9.95449952e-02  -1.04597053e-01
   -2.03624559e-01   2.02120338e-01   7.02840155e-02  -1.94292843e-01
   -1.11673962e-01   1.57398463e-02]
 [ -1.60588982e-01   1.30680850e-01  -2.01982540e-01  -6.03972251e-02
   -3.39260374e-01   7.36184784e-02   1.77946781e-01   9.76227694e-02
    2.26802801e-02   5.80604408e-02]
 [  2.54171111e-02   7.81211187e-02   2.47066946e-03   5.59853213e-02
   -6.33891513e-02   1.57918098e-01  -2.96631865e-01  -4.98359636e-02
   -3.59874646e-02  -1.61242341e-01]
 [  1.99044258e-02   6.24879790e-03   2.01673395e-01  -1.48867459e-01
   -8.06201165e-02  -1.94756907e-01   1.37783909e-01  -1.99761945e-01
    1.66084198e-02   1.56445474e-01]
 [  2.97741676e-02   2.45352597e-01   3.87277557e-01   2.08344103e-01
    6.05991047e-02   3.37950522e-02   1.09723189e-01  -7.91632210e-02
    1.45601190e-01  -2.39983680e-02]
 [  2.34615903e-02   2.31002399e-02   3.74219178e-02   7.78327386e-02
   -7.25158084e-02  -1.15701483e-01   9.01256450e-02  -1.49515843e-01
    5.65038302e-02   1.02893837e-01]
 [ -4.94040021e-02   2.09613987e-01   2.73173427e-01  -1.08054539e-01
   -7.51013821e-02  -2.93524643e-02  -1.77327793e-02   9.39518093e-02
   -2.45102049e-01   2.06997164e-02]
 [ -9.18169685e-02  -1.03785655e-04   2.02806488e-01  -3.60312590e-02
   -1.06332378e-01  -1.22910561e-01  -1.63049409e-01  -1.39683989e-01
   -2.18011518e-01   1.67880586e-02]
 [  8.94586657e-02  -2.92897162e-01   8.76341051e-02   7.25067558e-02
    5.01309638e-02   1.46567710e-01   1.80201861e-01   3.14967283e-02
   -1.06454563e-01   1.69921058e-01]]
final_inputs_run [[ 0.30548094]
 [ 0.39761969]
 [ 0.58650881]
 ..., 
 [ 0.30789401]
 [-0.01870692]
 [-0.03467823]]
final_outputs_run [[ 0.30548094]
 [ 0.39761969]
 [ 0.58650881]
 ..., 
 [ 0.30789401]
 [-0.01870692]
 [-0.03467823]]
Progress: 1.7% ... Training loss: 0.530 ... Validation loss: 0.868[ 0.14848744]
[ 2.29999233]
[ 1.90390111]
[-1.04464699]
[-0.30102293]
[ 0.35484153]
[-0.23201049]
[-0.23765872]
[ 1.23671715]
[-0.20327956]
[ 0.74399484]
[-0.18243761]
[-0.80702978]
[ 0.49901924]
[-0.22148799]
[ 0.5441099]
[ 0.24254928]
[ 0.07211013]
[-0.28987022]
[ 0.98946344]
[-1.23616777]
[-0.36597148]
[-0.45665962]
[-0.4921603]
[-0.13618963]
[ 0.44321459]
[ 1.00601384]
[-0.46061968]
[-0.21866668]
[-0.67693852]
[-0.41322963]
[ 0.95464999]
[ 3.06256293]
[-0.167162]
[-0.13339408]
[ 0.985302]
[ 0.02457451]
[ 1.06770677]
[-0.95466478]
[ 0.98221423]
[ 0.42644845]
[ 1.07853346]
[-0.78980277]
[ 0.29829617]
[ 0.81603992]
[ 0.03510623]
[ 0.10184984]
[ 0.1757953]
[-1.02495644]
[ 0.00821767]
[-0.04973869]
[ 0.32373228]
[-1.22156554]
[-0.37359863]
[-0.11776876]
[ 0.07486123]
[-0.35903878]
[-0.61636315]
[-0.18283944]
[-0.3311034]
[-0.27271882]
[-0.54792295]
[-0.24087224]
[-0.33509031]
[-1.20498319]
[-0.5340022]
[-0.36072784]
[-0.84128121]
[ 0.72780113]
[-0.00568613]
[-1.25870388]
[ 0.85253899]
[ 0.52607507]
[-0.0439938]
[-0.44165219]
[ 1.45566102]
[ 0.15241271]
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[ 0.81212008]
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[ 0.32630117]
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[ 0.25757533]
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[ 0.70191715]
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[ 1.47098804]
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[ 1.10417857]
[ 2.06213828]
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[-0.10596528]
[ 0.84422609]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
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15441   1        0  0.534976 -1.177780  -0.211685         0         0   
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15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
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15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
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    1.48164878e-01  -3.44521338e-01]
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    4.67978696e-01  -1.12049866e-01  -1.14707254e-01   1.98981733e-01
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    2.76328365e-01  -1.67585526e-01  -1.22320077e-01  -7.58412052e-02
    3.45297955e-02  -1.19679585e-01]
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   -8.34883360e-02   8.37717688e-02   1.21940802e-01   1.75566007e-01
   -1.20149519e-02  -9.08124103e-02]
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    8.95538417e-02  -8.96230646e-02]
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   -2.03820110e-01   2.02148824e-01   7.03187418e-02  -1.94322305e-01
   -1.11685650e-01   1.58217052e-02]
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   -3.39841123e-01   7.37183119e-02   1.78065657e-01   9.75105121e-02
    2.26365420e-02   5.83073967e-02]
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   -6.37790527e-02   1.57980444e-01  -2.96587665e-01  -4.98820264e-02
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    1.65246921e-02   1.56933002e-01]
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    6.21739882e-02   3.35041126e-02   1.09384860e-01  -7.88466314e-02
    1.45721829e-01  -2.47037430e-02]
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    5.65045042e-02   1.03013538e-01]
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    5.08798260e-02   1.46336211e-01   1.79867237e-01   3.17862721e-02
   -1.06338100e-01   1.69334764e-01]]
final_inputs_run [[ 0.33167584]
 [ 0.4108336 ]
 [ 0.59639373]
 ..., 
 [ 0.32631159]
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final_outputs_run [[ 0.33167584]
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 ..., 
 [ 0.32631159]
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Progress: 1.7% ... Training loss: 0.528 ... Validation loss: 0.861[ 0.03043959]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
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17            0         0             0    ...          0      0      0   
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19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
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15420         0         1             0    ...          0      0      0   
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15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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6              0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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1              1  
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3              1  
4              1  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.59622719e-01  -2.00167289e-01   1.23154847e-01  -1.60796918e-01
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   -6.58114978e-03  -2.85663088e-01   1.51276275e-03  -3.77462399e-02
    1.19298752e-01   8.09971907e-02]
 [  2.46070100e-01   1.17943998e-01   6.36886256e-02   1.09389553e-01
   -1.40755425e-01  -6.05905672e-02   3.25898142e-02   1.07759620e-01
    4.63210481e-02   6.30125861e-02]
 [ -1.85649970e-01  -2.22885901e-02  -6.47343459e-02  -6.37848196e-02
    2.67995817e-01   6.73566500e-02  -4.25224407e-02   1.98477944e-01
   -6.55570645e-02   6.03522803e-02]
 [ -1.03700859e-01  -9.89142362e-02  -4.84108109e-02  -7.80772619e-02
   -1.01424841e-01  -6.85778879e-02   2.75856379e-01   9.41802512e-02
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 [ -1.36258376e-01   9.12893787e-02  -1.32895633e-01   6.91006215e-02
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   -2.42451045e-01   8.93525877e-03]
 [ -1.46329638e-01   6.01314718e-02   1.12542063e-03  -1.36654675e-01
   -6.24096933e-02  -2.43968094e-02   5.75555092e-02   6.85259503e-02
   -1.82649869e-01   1.47047422e-01]
 [  2.54118161e-01  -2.15388905e-01  -8.68493751e-02   7.78034634e-02
    1.56955251e-01   4.18425955e-02  -5.66593053e-02  -6.10242818e-02
    2.54170129e-01   2.42559476e-02]
 [ -9.15287156e-02   1.50457196e-01  -4.98982944e-02   2.52175173e-02
    1.18064280e-01  -9.69854933e-02   9.02326080e-04  -2.84989656e-02
    4.59252998e-02   1.35267497e-01]
 [  8.78685835e-02   1.45163064e-01  -2.03955181e-02  -3.77728364e-03
    5.23583494e-02  -3.78545550e-02  -2.49941751e-01   2.48402339e-01
   -1.41613668e-01  -2.33191268e-02]
 [ -3.35548656e-02   2.91389619e-01  -1.13472586e-01   3.54109971e-02
    7.63196311e-02  -5.20436588e-02  -8.46683454e-02  -2.61299772e-01
   -8.04986506e-02  -1.32395938e-01]
 [ -6.59990526e-02   1.46933373e-01  -9.68460479e-02  -2.92826218e-01
   -1.86967393e-01  -3.08491024e-01   4.46525622e-02  -8.34150289e-02
   -8.59284159e-02  -1.68184972e-01]
 [  6.34398656e-02   8.58145740e-03  -5.44183532e-02  -1.08345361e-01
   -7.84829220e-02  -3.68520601e-02   5.31628612e-02   5.03562580e-02
    1.09998946e-03   8.49835000e-02]
 [ -1.77991468e-01  -4.48333617e-03   1.12011345e-02   1.06770978e-01
   -2.13085948e-01   9.19143959e-02   5.91391847e-02   2.04617343e-01
    1.32356424e-01   4.69888903e-04]
 [ -9.67621009e-02   1.91005147e-01   1.98742448e-01   3.14271023e-02
   -4.60910323e-02   6.47991315e-02   1.37120280e-01  -1.64299615e-01
    1.87012201e-01  -6.46292099e-05]
 [  2.13219993e-01  -5.67276470e-02  -2.61873395e-02  -2.06019160e-01
   -3.53563144e-02   1.59649825e-01  -3.58558120e-02  -3.14122538e-02
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 [  3.42894712e-02   2.92966733e-02  -2.56092480e-01  -2.25761275e-01
    3.21411824e-01  -1.02582377e-01   1.07203783e-01   5.89496294e-02
   -4.39433686e-03  -7.71488246e-02]
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    2.11875732e-01   1.87932038e-01]
 [  1.07734433e-01   1.90134609e-01   3.23106894e-02  -5.75771662e-02
    3.58821646e-02   2.09239327e-01  -5.38249181e-02  -2.17995699e-01
   -8.54277902e-02   1.54013441e-01]
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    1.16349247e-01   6.42536132e-02]
 [  1.32405500e-01   2.28584976e-02  -2.10384554e-01  -2.00888895e-01
   -2.77654677e-01   1.64762090e-01   1.71262568e-01  -4.72842961e-02
    2.36087337e-01   1.14131686e-01]
 [  1.43103603e-02  -3.83385015e-02  -1.94187399e-01   1.97211985e-01
   -2.06643866e-01  -8.50208863e-03   7.18342077e-03   8.36618071e-02
   -1.02784599e-01   2.58118644e-01]
 [  1.97274048e-01   2.12162527e-01  -9.43821831e-02   2.57487496e-01
   -2.45831887e-01  -2.59052247e-02  -3.38594438e-02   1.30667622e-01
    1.00393576e-01   3.48791129e-01]
 [ -1.61836727e-01   8.59115487e-02  -2.10346772e-01   1.42466494e-01
   -3.01538282e-01  -9.61150020e-02  -1.19298450e-01   1.94629052e-02
    1.08835847e-01  -1.78704951e-01]
 [  1.24668312e-01  -9.47675160e-03  -1.14534213e-01  -6.21338798e-02
   -2.31295656e-01  -4.95108426e-02   1.15391669e-01  -3.71527577e-02
   -1.91217579e-01   1.48513158e-01]
 [  1.47904962e-01  -1.36685784e-01  -5.71116442e-02  -8.42955019e-02
   -3.55976356e-01  -6.42056952e-02   2.02366787e-01  -1.11125181e-01
   -1.19904394e-01   1.20907795e-01]
 [ -1.57290479e-02   1.08288168e-01  -1.11905154e-01   5.12324630e-02
   -3.12461184e-02   8.00755233e-02   5.29036561e-02   1.43367844e-01
    2.62967415e-01  -2.56802905e-03]
 [ -1.52422760e-01  -2.04888126e-01  -1.74837931e-02  -2.12238220e-01
    3.48502868e-01  -1.37199647e-02   1.46409363e-01   1.28005926e-02
   -5.76003771e-02  -9.70039369e-02]
 [ -3.18946932e-01  -3.15777544e-01  -4.25312713e-02  -4.39154878e-02
    2.43175191e-01  -8.69869880e-02  -1.93628563e-01   1.20844349e-01
   -1.42959829e-01  -3.17071168e-01]
 [  1.82538347e-01   2.24059102e-01   1.68368945e-02  -4.33309799e-02
    3.23368476e-02   5.45559773e-02  -6.98310052e-02  -8.63561368e-02
   -3.01481190e-03  -5.91578894e-02]
 [  4.99363619e-02   2.45213088e-02  -2.23614878e-01   1.09394392e-01
    1.29087046e-01  -5.63884151e-02   1.77370161e-01   1.70486703e-02
   -1.51371169e-02  -1.60583178e-01]
 [  2.20666292e-02   1.69716013e-01   1.52822679e-01  -4.06522694e-02
   -2.25794025e-01  -1.78970805e-02  -1.70272942e-02   7.62780531e-02
   -1.53566046e-01  -3.93433686e-02]
 [  1.15378999e-01   1.04930593e-02  -8.11615103e-05  -1.05690167e-01
   -7.81195449e-02   5.47169468e-02  -1.07153956e-01   6.71731724e-02
    2.50622233e-02   2.51157815e-02]
 [ -1.45437938e-01   1.66144000e-01   1.23686483e-01   4.08534857e-02
    1.55269523e-01  -1.55066727e-01  -1.52601373e-01  -1.37340711e-01
    6.12393175e-04   1.39360841e-01]
 [  1.70063154e-01   2.30228462e-01   9.26082416e-02   1.21621476e-01
   -5.36115959e-02  -2.57910685e-01  -8.27498252e-02  -8.72552653e-02
   -1.12004435e-01   1.45129999e-01]
 [  2.99419296e-02  -1.57004402e-01   8.83842647e-02   1.94882032e-01
   -3.70075747e-02  -1.53678473e-02  -9.90717287e-02   4.38814041e-02
    1.26431385e-01  -1.64320872e-01]
 [  5.06223961e-02   2.61206784e-02   1.14652471e-01  -7.62162348e-02
   -1.30973051e-01   2.12071879e-01   1.04666586e-02   8.08604624e-02
    1.48138708e-01  -3.44459613e-01]
 [  1.85333855e-01  -1.84271199e-01   2.49691718e-02  -3.02117780e-01
    4.69486287e-01  -1.12307636e-01  -1.15076222e-01   1.99314898e-01
    1.48097844e-01  -3.15612306e-01]
 [ -2.37712749e-01  -1.41072772e-01   3.30049250e-02  -3.80311861e-02
    4.00722366e-01  -1.85419221e-01  -1.65947331e-01   1.57685461e-01
    3.53120539e-01  -2.74556570e-01]
 [  2.01505092e-01  -2.72050621e-02  -8.73742893e-02   1.38152214e-01
    2.76752593e-01  -1.67650184e-01  -1.22409885e-01  -7.57589221e-02
    3.45619521e-02  -1.19846150e-01]
 [ -2.86357616e-01  -1.77235645e-01   2.71513757e-01  -6.28639194e-03
   -8.33741089e-02   8.37496125e-02   1.21908382e-01   1.75587774e-01
   -1.20011192e-02  -9.08386653e-02]
 [  1.24050449e-01   1.04247592e-02   2.41750190e-01  -2.21983918e-01
   -1.77559146e-02   9.27160349e-02   1.07942949e-01   1.67189743e-01
    8.95117577e-02  -8.93940846e-02]
 [  1.39922202e-01   9.13970903e-02  -9.96092219e-02  -1.04546775e-01
   -2.03862257e-01   2.02158125e-01   7.03295842e-02  -1.94332482e-01
   -1.11688020e-01   1.58476710e-02]
 [ -1.60136081e-01   1.31110287e-01  -2.02389081e-01  -5.99900866e-02
   -3.40661690e-01   7.38673075e-02   1.78243989e-01   9.73460858e-02
    2.25697596e-02   5.86792570e-02]
 [  2.57456744e-02   7.85904077e-02   2.14178818e-03   5.64211497e-02
   -6.48200344e-02   1.58243777e-01  -2.96347311e-01  -5.01103485e-02
   -3.60957869e-02  -1.60609668e-01]
 [  2.04637380e-02   6.74398262e-03   2.01281160e-01  -1.48388962e-01
   -8.28000668e-02  -1.94470789e-01   1.38084355e-01  -2.00059549e-01
    1.64804461e-02   1.57219573e-01]
 [  2.90530541e-02   2.44788012e-01   3.87901431e-01   2.07823402e-01
    6.26315812e-02   3.34258758e-02   1.09266973e-01  -7.87428384e-02
    1.45764926e-01  -2.48536297e-02]
 [  2.34305267e-02   2.31688276e-02   3.74994873e-02   7.77439788e-02
   -7.28863048e-02  -1.15794455e-01   9.00377751e-02  -1.49457164e-01
    5.65196246e-02   1.02919050e-01]
 [ -4.91627020e-02   2.09816191e-01   2.72985008e-01  -1.07767601e-01
   -7.62630690e-02  -2.92094575e-02  -1.75649846e-02   9.38074194e-02
   -2.45154437e-01   2.11518555e-02]
 [ -9.11511595e-02   5.35794504e-04   2.02276337e-01  -3.54467814e-02
   -1.09267398e-01  -1.22532378e-01  -1.62586160e-01  -1.40061343e-01
   -2.18169388e-01   1.77900898e-02]
 [  8.98045635e-02  -2.92539592e-01   8.74144162e-02   7.27706624e-02
    4.87114657e-02   1.46735406e-01   1.80341470e-01   3.13459918e-02
   -1.06517910e-01   1.70309227e-01]]
final_inputs_run [[-1.25481328]
 [-1.27238698]
 [-1.3210286 ]
 ..., 
 [-0.29184376]
 [-0.14116689]
 [ 0.07774137]]
final_outputs_run [[-1.25481328]
 [-1.27238698]
 [-1.3210286 ]
 ..., 
 [-0.29184376]
 [-0.14116689]
 [ 0.07774137]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
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Progress: 1.7% ... Training loss: 0.528 ... Validation loss: 0.874[-0.95780247]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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8             0         0             1    ...          0      0      0   
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10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15420         0         1             0    ...          0      0      0   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
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15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
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...          ...  
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[15435 rows x 56 columns]
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final_inputs_run [[-1.25701618]
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final_outputs_run [[-1.25701618]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
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16851          1          0          0          0          0          0   
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16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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15435          0  
15436          0  
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[1440 rows x 56 columns]
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final_inputs_run [[ 0.29363294]
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 ..., 
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final_outputs_run [[ 0.29363294]
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 ..., 
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Progress: 1.7% ... Training loss: 0.526 ... Validation loss: 0.871[-1.00428677]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
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final_inputs_run [[-1.26652316]
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 ..., 
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final_outputs_run [[-1.26652316]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
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16869          0          1          0          0          0          0   
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16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
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[1440 rows x 56 columns]
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   -8.52272244e-02   1.52930215e-01]
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    2.35816695e-01   1.15818532e-01]
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   -2.08502675e-01  -8.17808760e-03   7.58495884e-03   8.33127383e-02
   -1.02926091e-01   2.58927649e-01]
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   -2.47095612e-01  -2.56874961e-02  -3.35890473e-02   1.30443752e-01
    1.00302496e-01   3.49322832e-01]
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   -3.06098147e-01  -9.53068478e-02  -1.18262000e-01   1.85553168e-02
    1.08487544e-01  -1.76712529e-01]
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   -3.60756696e-01  -6.33770183e-02   2.03381255e-01  -1.12056223e-01
   -1.20264483e-01   1.22992220e-01]
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   -1.42591180e-01  -3.19049243e-01]
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   -2.83675483e-03  -6.01637754e-02]
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   -1.51459274e-02  -1.60492600e-01]
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   -2.25925298e-01  -1.79007136e-02  -1.69945898e-02   7.62635012e-02
   -1.53565853e-01  -3.93808786e-02]
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   -7.71662697e-02   5.45472631e-02  -1.07355897e-01   6.73648415e-02
    2.51360352e-02   2.46776103e-02]
 [ -1.45147687e-01   1.66463504e-01   1.23413283e-01   4.11430277e-02
    1.54444897e-01  -1.54897158e-01  -1.52365327e-01  -1.37550710e-01
    5.32824817e-04   1.39824973e-01]
 [  1.70114424e-01   2.30309199e-01   9.25113912e-02   1.21722990e-01
   -5.37191849e-02  -2.57877672e-01  -8.26642258e-02  -8.73266675e-02
   -1.12033802e-01   1.45278631e-01]
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   -3.71705041e-02  -1.53294446e-02  -9.90281718e-02   4.38446698e-02
    1.26418557e-01  -1.64206554e-01]
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   -1.27641098e-01   2.11418101e-01   9.63760140e-03   8.15605015e-02
    1.48424990e-01  -3.45738830e-01]
 [  1.84066075e-01  -1.85375643e-01   2.60321732e-02  -3.03017716e-01
    4.71267767e-01  -1.13014810e-01  -1.16018913e-01   2.00084265e-01
    1.48426815e-01  -3.17009231e-01]
 [ -2.38456713e-01  -1.41921587e-01   3.37472639e-02  -3.87670779e-02
    4.02735595e-01  -1.85883804e-01  -1.66537783e-01   1.58213220e-01
    3.53344304e-01  -2.75636350e-01]
 [  2.00860868e-01  -2.78611376e-02  -8.68486955e-02   1.37560616e-01
    2.78311580e-01  -1.67979804e-01  -1.22873385e-01  -7.53472572e-02
    3.47239919e-02  -1.20690225e-01]
 [ -2.86830793e-01  -1.77734273e-01   2.71964096e-01  -6.75081309e-03
   -8.17270295e-02   8.34734841e-02   1.21543785e-01   1.75911999e-01
   -1.18747108e-02  -9.15330810e-02]
 [  1.24211692e-01   1.05941105e-02   2.41638283e-01  -2.21881694e-01
   -1.82550245e-02   9.28055504e-02   1.08077240e-01   1.67079815e-01
    8.94631827e-02  -8.92135191e-02]
 [  1.40266425e-01   9.17355234e-02  -9.98984212e-02  -1.04257028e-01
   -2.04963530e-01   2.02354871e-01   7.05754453e-02  -1.94548840e-01
   -1.11772892e-01   1.63194480e-02]
 [ -1.59630043e-01   1.31625784e-01  -2.02840579e-01  -5.95229679e-02
   -3.42262971e-01   7.41567321e-02   1.78606018e-01   9.70259591e-02
    2.24445456e-02   5.93925009e-02]
 [  2.47126360e-02   7.75269338e-02   3.14921839e-03   5.55354528e-02
   -6.22889692e-02   1.57589530e-01  -2.97169497e-01  -4.94152582e-02
   -3.58012349e-02  -1.61691128e-01]
 [  2.13424865e-02   7.58015987e-03   2.00580546e-01  -1.47714711e-01
   -8.56715989e-02  -1.94018852e-01   1.38646190e-01  -2.00570830e-01
    1.62847280e-02   1.58372267e-01]
 [  2.96086356e-02   2.45417456e-01   3.87444235e-01   2.08392848e-01
    6.04555291e-02   3.37690812e-02   1.09649234e-01  -7.90881608e-02
    1.45647795e-01  -2.40116860e-02]
 [  2.25805711e-02   2.24654998e-02   3.81987079e-02   7.71100123e-02
   -7.09852566e-02  -1.16254974e-01   8.94404899e-02  -1.48950688e-01
    5.67280222e-02   1.01979096e-01]
 [ -4.88140795e-02   2.10180541e-01   2.72761695e-01  -1.07486812e-01
   -7.79237161e-02  -2.90259983e-02  -1.73227813e-02   9.36183962e-02
   -2.45222801e-01   2.16636139e-02]
 [ -9.10063403e-02   6.36652362e-04   2.02293270e-01  -3.54458592e-02
   -1.09785243e-01  -1.22513716e-01  -1.62587590e-01  -1.40070125e-01
   -2.18161888e-01   1.78874485e-02]
 [  9.04002970e-02  -2.92053791e-01   8.69365753e-02   7.33236398e-02
    4.61669532e-02   1.47034636e-01   1.80687352e-01   3.10235009e-02
   -1.06640011e-01   1.71153131e-01]]
final_inputs_run [[ 0.28242086]
 [ 0.36097508]
 [ 0.54853357]
 ..., 
 [ 0.27089831]
 [-0.05656401]
 [-0.06794367]]
final_outputs_run [[ 0.28242086]
 [ 0.36097508]
 [ 0.54853357]
 ..., 
 [ 0.27089831]
 [-0.05656401]
 [-0.06794367]]
Progress: 1.7% ... Training loss: 0.526 ... Validation loss: 0.875[-0.07525566]
[ 0.35115811]
[ 0.06896597]
[ 1.88234525]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
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    2.50750779e-02   2.50272479e-02]
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    1.55164129e-01  -1.55069856e-01  -1.52556366e-01  -1.37361082e-01
    6.06523092e-04   1.39416598e-01]
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   -1.12010655e-01   1.45151611e-01]
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    1.26387735e-01  -1.64061041e-01]
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    1.48637187e-01  -3.46922427e-01]
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    1.48701504e-01  -3.18414877e-01]
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    4.02378052e-01  -1.85799581e-01  -1.66435171e-01   1.58123961e-01
    3.53308801e-01  -2.75453183e-01]
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    2.79701845e-01  -1.68296901e-01  -1.23309104e-01  -7.49695285e-02
    3.48626157e-02  -1.21532240e-01]
 [ -2.86843425e-01  -1.77757367e-01   2.71982814e-01  -6.76052132e-03
   -8.16123318e-02   8.34786324e-02   1.21551852e-01   1.75907492e-01
   -1.18801575e-02  -9.15280979e-02]
 [  1.24388719e-01   1.07835907e-02   2.41512700e-01  -2.21747177e-01
   -1.88622921e-02   9.28959970e-02   1.08211756e-01   1.66957425e-01
    8.94156879e-02  -8.89641366e-02]
 [  1.40059456e-01   9.15516907e-02  -9.97341517e-02  -1.04452858e-01
   -2.04320840e-01   2.02241428e-01   7.04351676e-02  -1.94425210e-01
   -1.11726605e-01   1.60508663e-02]
 [ -1.59268360e-01   1.31970491e-01  -2.03168481e-01  -5.91876124e-02
   -3.43480325e-01   7.43621726e-02   1.78857123e-01   9.68049707e-02
    2.23572154e-02   5.99037196e-02]
 [  2.50100484e-02   7.77577066e-02   2.96428137e-03   5.57390162e-02
   -6.34051524e-02   1.57747050e-01  -2.97003391e-01  -4.95550635e-02
   -3.58519907e-02  -1.61331602e-01]
 [  2.12276503e-02   7.40900858e-03   2.00810156e-01  -1.47822522e-01
   -8.57013434e-02  -1.94135226e-01   1.38503303e-01  -2.00461756e-01
    1.63308378e-02   1.58113450e-01]
 [  2.94643922e-02   2.45225847e-01   3.87566106e-01   2.08247756e-01
    6.07400602e-02   3.36958298e-02   1.09547240e-01  -7.89962455e-02
    1.45681376e-01  -2.42126726e-02]
 [  2.20427632e-02   2.20072585e-02   3.86692021e-02   7.66165611e-02
   -7.00036406e-02  -1.16577499e-01   8.90689373e-02  -1.48635243e-01
    5.68495429e-02   1.01295180e-01]
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   -2.18062146e-01   1.73872589e-02]
 [  9.04232620e-02  -2.92079211e-01   8.69135103e-02   7.33606889e-02
    4.60098331e-02   1.47072231e-01   1.80713418e-01   3.10092282e-02
   -1.06653946e-01   1.71248063e-01]]
final_inputs_run [[ 0.3319772 ]
 [ 0.40239889]
 [ 0.58639388]
 ..., 
 [ 0.31559238]
 [-0.00844227]
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final_outputs_run [[ 0.3319772 ]
 [ 0.40239889]
 [ 0.58639388]
 ..., 
 [ 0.31559238]
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Progress: 1.7% ... Training loss: 0.524 ... Validation loss: 0.859[ 0.73933091]
[ 0.38978584]
[ 0.04261443]
[ 0.94143379]
[ 0.02211712]
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[ 0.24024879]
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[ 1.90448803]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
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...          ...  
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15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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   -7.02404513e-02  -1.16541555e-01   8.91626668e-02  -1.48705683e-01
    5.68257778e-02   1.01498030e-01]
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    4.67030876e-02   1.46892353e-01   1.80420240e-01   3.12329569e-02
   -1.06553903e-01   1.70752279e-01]]
final_inputs_run [[ 0.38237771]
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 ..., 
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final_outputs_run [[ 0.38237771]
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 ..., 
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Progress: 1.7% ... Training loss: 0.526 ... Validation loss: 0.843[ 0.14066884]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
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15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
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3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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 [  6.25691310e-02   7.58851192e-03  -5.34568727e-02  -1.09369331e-01
   -7.57908523e-02  -3.74158745e-02   5.23936773e-02   5.10468143e-02
    1.36881230e-03   8.35871759e-02]
 [ -1.77320852e-01  -3.95780891e-03   1.08277253e-02   1.07131897e-01
   -2.15693040e-01   9.21335064e-02   5.93118625e-02   2.04355234e-01
    1.32288296e-01   1.34281213e-03]
 [ -9.63300380e-02   1.91208052e-01   1.98536669e-01   3.17276892e-02
   -4.87269875e-02   6.49660869e-02   1.37140718e-01  -1.64419999e-01
    1.86969569e-01   7.06319223e-04]
 [  2.12771772e-01  -5.72700555e-02  -2.57211733e-02  -2.06332297e-01
   -3.56910638e-02   1.59257511e-01  -3.64128846e-02  -3.09601106e-02
    1.05037235e-01   8.86051496e-02]
 [  3.34521339e-02   2.83328324e-02  -2.55064774e-01  -2.26421526e-01
    3.22034671e-01  -1.03139548e-01   1.06465386e-01   5.95578809e-02
   -4.13322892e-03  -7.80192711e-02]
 [ -1.56236799e-01   9.70143715e-02  -2.27372613e-01   6.22649624e-02
    2.02278945e-01  -6.44172853e-02   5.99227996e-02  -9.59672409e-02
    2.11938508e-01   1.87462759e-01]
 [  1.07268631e-01   1.89795433e-01   3.27002043e-02  -5.79691913e-02
    3.74474529e-02   2.09014525e-01  -5.41111951e-02  -2.17728317e-01
   -8.53285274e-02   1.53462421e-01]
 [ -1.65209735e-02  -3.42939597e-02  -3.89284728e-03  -1.50970528e-01
    2.09968119e-01   2.43867864e-02   2.93654155e-02  -1.26558484e-01
    1.16235264e-01   6.49338356e-02]
 [  1.34718521e-01   2.50843140e-02  -2.12390257e-01  -1.98954363e-01
   -2.85427503e-01   1.65998527e-01   1.72771429e-01  -4.86727074e-02
    2.35552619e-01   1.17302060e-01]
 [  1.69070286e-02  -3.58541909e-02  -1.96472367e-01   1.99586111e-01
   -2.14801782e-01  -7.12629854e-03   8.94414704e-03   8.20857048e-02
   -1.03419836e-01   2.61685207e-01]
 [  1.99449560e-01   2.14202708e-01  -9.62533522e-02   2.59403242e-01
   -2.52593083e-01  -2.47957001e-02  -3.24220381e-02   1.29346851e-01
    9.98502063e-02   3.51655786e-01]
 [ -1.58620353e-01   8.90643843e-02  -2.13243918e-01   1.45389497e-01
   -3.11605649e-01  -9.44045616e-02  -1.17067609e-01   1.74266855e-02
    1.08036158e-01  -1.74284272e-01]
 [  1.27175171e-01  -7.14442419e-03  -1.16672785e-01  -5.99588239e-02
   -2.39167474e-01  -4.82265884e-02   1.17005777e-01  -3.86773747e-02
   -1.91828857e-01   1.51777092e-01]
 [  1.51090950e-01  -1.33727580e-01  -5.98503538e-02  -8.15056605e-02
   -3.65859329e-01  -6.25686134e-02   2.04402519e-01  -1.13019700e-01
   -1.20661384e-01   1.25144480e-01]
 [ -1.40172599e-02   1.09937237e-01  -1.13440150e-01   5.27663048e-02
   -3.66577518e-02   8.09806078e-02   5.40469593e-02   1.42319088e-01
    2.62543759e-01  -2.54955009e-04]
 [ -1.54842000e-01  -2.07256107e-01  -1.52942523e-02  -2.14458315e-01
    3.55935682e-01  -1.50095223e-02   1.44753105e-01   1.43421964e-02
   -5.69849973e-02  -1.00297686e-01]
 [ -3.24676166e-01  -3.21562460e-01  -3.70428678e-02  -4.93798544e-02
    2.61326852e-01  -9.02085853e-02  -1.97787204e-01   1.24650474e-01
   -1.41423322e-01  -3.25132787e-01]
 [  1.81061918e-01   2.22713199e-01   1.82909292e-02  -4.47620397e-02
    3.69339339e-02   5.37023160e-02  -7.09000182e-02  -8.53631817e-02
   -2.61258651e-03  -6.13166402e-02]
 [  4.99761268e-02   2.45868909e-02  -2.23652730e-01   1.09430326e-01
    1.29011587e-01  -5.63846099e-02   1.77384335e-01   1.70190846e-02
   -1.51498901e-02  -1.60485579e-01]
 [  2.20465644e-02   1.69804877e-01   1.52924609e-01  -4.06883080e-02
   -2.26090911e-01  -1.78746162e-02  -1.69552834e-02   7.62387498e-02
   -1.53577922e-01  -3.93079048e-02]
 [  1.14832296e-01   1.00496166e-02   4.33077665e-04  -1.06161169e-01
   -7.62708576e-02   5.44401454e-02  -1.07429908e-01   6.74688273e-02
    2.51895922e-02   2.44661034e-02]
 [ -1.45800429e-01   1.65836901e-01   1.24028737e-01   4.05133897e-02
    1.56144686e-01  -1.55280767e-01  -1.52815785e-01  -1.37116702e-01
    7.15153444e-04   1.38898866e-01]
 [  1.70442476e-01   2.30590623e-01   9.22982939e-02   1.21943553e-01
   -5.43661637e-02  -2.57735192e-01  -8.24655918e-02  -8.75162824e-02
   -1.12114027e-01   1.45704696e-01]
 [  3.03686032e-02  -1.56587782e-01   8.81197595e-02   1.95229414e-01
   -3.79970703e-02  -1.51408758e-02  -9.87747477e-02   4.36159182e-02
    1.26333206e-01  -1.63797404e-01]
 [  4.81994613e-02   2.37173494e-02   1.16795356e-01  -7.83160880e-02
   -1.23681917e-01   2.10688692e-01   8.70677143e-03   8.23732861e-02
    1.48735216e-01  -3.47386931e-01]
 [  1.81476047e-01  -1.87875647e-01   2.83568644e-02  -3.05054330e-01
    4.76849531e-01  -1.14483681e-01  -1.18056853e-01   2.01786070e-01
    1.49160293e-01  -3.20333145e-01]
 [ -2.40444515e-01  -1.44203172e-01   3.58132220e-02  -4.08354835e-02
    4.08257541e-01  -1.87097685e-01  -1.68313864e-01   1.59768108e-01
    3.53977361e-01  -2.78620691e-01]
 [  1.99548250e-01  -2.90830239e-02  -8.57168302e-02   1.36415861e-01
    2.81461295e-01  -1.68616821e-01  -1.23761317e-01  -7.45419394e-02
    3.50365453e-02  -1.22404714e-01]
 [ -2.87061691e-01  -1.78123951e-01   2.72294438e-01  -7.09459131e-03
   -8.04773078e-02   8.32848367e-02   1.21277425e-01   1.76140127e-01
   -1.17846703e-02  -9.20091469e-02]
 [  1.24930225e-01   1.13073907e-02   2.41072898e-01  -2.21297748e-01
   -2.05506328e-02   9.31862980e-02   1.08600172e-01   1.66603044e-01
    8.92649301e-02  -8.82424889e-02]
 [  1.40438856e-01   9.19246701e-02  -1.00073195e-01  -1.04130854e-01
   -2.05534935e-01   2.02432884e-01   7.06916853e-02  -1.94665011e-01
   -1.11822978e-01   1.65679405e-02]
 [ -1.59116145e-01   1.32114109e-01  -2.03305069e-01  -5.90556827e-02
   -3.43924122e-01   7.44428556e-02   1.78957235e-01   9.67112590e-02
    2.23186864e-02   6.01098252e-02]
 [  2.51495057e-02   7.78149825e-02   2.92439369e-03   5.58027845e-02
   -6.40501109e-02   1.57780712e-01  -2.96997694e-01  -4.95848411e-02
   -3.58486811e-02  -1.61109474e-01]
 [  2.18176812e-02   7.82513285e-03   2.00399627e-01  -1.47508668e-01
   -8.73292368e-02  -1.93929255e-01   1.38689155e-01  -2.00723075e-01
    1.62285025e-02   1.58731686e-01]
 [  2.90876903e-02   2.44784174e-01   3.88067237e-01   2.07854828e-01
    6.14442682e-02   3.34109632e-02   1.09101418e-01  -7.86395137e-02
    1.45811684e-01  -2.47933658e-02]
 [  2.24493387e-02   2.23669216e-02   3.84102468e-02   7.69400971e-02
   -7.11976306e-02  -1.16425371e-01   8.93087965e-02  -1.48855195e-01
    5.67609677e-02   1.01798026e-01]
 [ -5.01368390e-02   2.08787951e-01   2.74092055e-01  -1.08859785e-01
   -7.43166992e-02  -2.98711602e-02  -1.84035843e-02   9.45449744e-02
   -2.44835058e-01   1.98292168e-02]
 [ -9.19318365e-02  -4.34526289e-04   2.03440832e-01  -3.64013326e-02
   -1.07899495e-01  -1.23127561e-01  -1.63399311e-01  -1.39299726e-01
   -2.17839080e-01   1.65726357e-02]
 [  9.04889040e-02  -2.92004794e-01   8.68918330e-02   7.33680447e-02
    4.55835796e-02   1.47042800e-01   1.80600568e-01   3.10370264e-02
   -1.06630013e-01   1.71200305e-01]]
final_inputs_run [[-1.19168283]
 [-1.21053416]
 [-1.25681087]
 ..., 
 [-0.21041925]
 [-0.05178744]
 [ 0.16548447]]
final_outputs_run [[-1.19168283]
 [-1.21053416]
 [-1.25681087]
 ..., 
 [-0.21041925]
 [-0.05178744]
 [ 0.16548447]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
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Progress: 1.7% ... Training loss: 0.523 ... Validation loss: 0.846[-0.11730089]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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1       0        0 -1.438475  0.895513  -1.553844         1         0   
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final_inputs_run [[-1.2157255 ]
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 ..., 
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final_outputs_run [[-1.2157255 ]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
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16854          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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15438          0  
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15440          0  
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[1440 rows x 56 columns]
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   -2.41824802e-01   6.06453030e-03]
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   -1.82505098e-01   1.46509251e-01]
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 [  8.72207873e-02   1.44365857e-01  -1.95760059e-02  -4.61270436e-03
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   -1.41381241e-01  -2.43841936e-02]
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   -1.94859464e-01  -3.07285697e-01   4.63390602e-02  -8.50122509e-02
   -8.65640325e-02  -1.64910000e-01]
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   -7.73946096e-02  -3.71533625e-02   5.27419508e-02   5.07144303e-02
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   -8.53522155e-02   1.53564371e-01]
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   -2.86136909e-01   1.66125881e-01   1.72931952e-01  -4.88312252e-02
    2.35488988e-01   1.17632060e-01]
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   -2.16656703e-01  -6.83514945e-03   9.31397531e-03   8.17350070e-02
   -1.03564996e-01   2.62459575e-01]
 [  1.99811036e-01   2.14494652e-01  -9.65641003e-02   2.59684384e-01
   -2.53721840e-01  -2.46123287e-02  -3.21855357e-02   1.29120351e-01
    9.97572978e-02   3.52072456e-01]
 [ -1.58031322e-01   8.96204961e-02  -2.13757505e-01   1.45915228e-01
   -3.13522486e-01  -9.41037515e-02  -1.16675701e-01   1.70520654e-02
    1.07884793e-01  -1.73518358e-01]
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   -2.40330386e-01  -4.80258935e-02   1.17261955e-01  -3.89251689e-02
   -1.91930935e-01   1.52287940e-01]
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   -3.70339217e-01  -6.18075686e-02   2.05356218e-01  -1.13952009e-01
   -1.21048098e-01   1.27112022e-01]
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   -3.84457125e-02   8.12855833e-02   5.44282049e-02   1.41963203e-01
    2.62394434e-01   5.20826695e-04]
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   -5.70903554e-02  -9.97540389e-02]
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   -1.40922081e-01  -3.27660010e-01]
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   -2.54899065e-03  -6.16304256e-02]
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   -1.51857347e-02  -1.60302238e-01]
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   -2.26651930e-01  -1.77736358e-02  -1.68206217e-02   7.61029035e-02
   -1.53629707e-01  -3.90240003e-02]
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   -7.63782694e-02   5.44490749e-02  -1.07401921e-01   6.74495434e-02
    2.51789268e-02   2.44910903e-02]
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    1.56146998e-01  -1.55262145e-01  -1.52791734e-01  -1.37140299e-01
    7.05579881e-04   1.38927438e-01]
 [  1.70412380e-01   2.30563763e-01   9.23357975e-02   1.21908832e-01
   -5.42418656e-02  -2.57754719e-01  -8.24817378e-02  -8.74977205e-02
   -1.12107174e-01   1.45664648e-01]
 [  3.04058145e-02  -1.56554594e-01   8.80954707e-02   1.95278638e-01
   -3.80336316e-02  -1.51194792e-02  -9.87443329e-02   4.36004322e-02
    1.26325987e-01  -1.63751921e-01]
 [  4.75637290e-02   2.30195234e-02   1.17501256e-01  -7.89519450e-02
   -1.21677352e-01   2.10250165e-01   8.14509892e-03   8.28739688e-02
    1.48959737e-01  -3.48297837e-01]
 [  1.81031457e-01  -1.88179528e-01   2.87622308e-02  -3.05268015e-01
    4.77229352e-01  -1.14693479e-01  -1.18358032e-01   2.02052154e-01
    1.49277368e-01  -3.20796809e-01]
 [ -2.41303596e-01  -1.45177078e-01   3.67706755e-02  -4.17394552e-02
    4.10507490e-01  -1.87623401e-01  -1.68991564e-01   1.60421617e-01
    3.54243338e-01  -2.79991601e-01]
 [  1.99115266e-01  -2.94948953e-02  -8.53389804e-02   1.36052837e-01
    2.82657090e-01  -1.68840916e-01  -1.24055722e-01  -7.42682177e-02
    3.51508739e-02  -1.22965928e-01]
 [ -2.86776193e-01  -1.77851448e-01   2.72039842e-01  -6.82383432e-03
   -8.14136157e-02   8.34465476e-02   1.21485376e-01   1.75951259e-01
   -1.18677621e-02  -9.15986955e-02]
 [  1.25130946e-01   1.15118367e-02   2.40892477e-01  -2.21140045e-01
   -2.12452005e-02   9.32953632e-02   1.08753644e-01   1.66457741e-01
    8.92048469e-02  -8.80115592e-02]
 [  1.40485394e-01   9.19685146e-02  -1.00113421e-01  -1.04091032e-01
   -2.05682625e-01   2.02457253e-01   7.07220892e-02  -1.94694562e-01
   -1.11835285e-01   1.66306014e-02]
 [ -1.59092635e-01   1.32141554e-01  -2.03331114e-01  -5.90298637e-02
   -3.43996446e-01   7.44563893e-02   1.78972980e-01   9.66928307e-02
    2.23117869e-02   6.01458895e-02]
 [  2.63406432e-02   7.89519266e-02   1.90329617e-03   5.68803134e-02
   -6.77611859e-02   1.58373509e-01  -2.96213922e-01  -5.03424139e-02
   -3.61504742e-02  -1.59470185e-01]
 [  2.10205092e-02   7.20596290e-03   2.01130587e-01  -1.48005301e-01
   -8.61607543e-02  -1.94311864e-01   1.38155531e-01  -2.00245923e-01
    1.64334546e-02   1.57842918e-01]
 [  2.87512177e-02   2.44280143e-01   3.88638653e-01   2.07376855e-01
    6.21919222e-02   3.31387673e-02   1.08763870e-01  -7.82928886e-02
    1.45945727e-01  -2.55868577e-02]
 [  2.25675686e-02   2.24834407e-02   3.82688676e-02   7.70461245e-02
   -7.14717093e-02  -1.16359520e-01   8.93760757e-02  -1.48928657e-01
    5.67348303e-02   1.01984627e-01]
 [ -5.03096999e-02   2.08594090e-01   2.74312476e-01  -1.09042673e-01
   -7.38537294e-02  -2.99878023e-02  -1.85482582e-02   9.46635783e-02
   -2.44774654e-01   1.95625791e-02]
 [ -9.17244206e-02  -2.72347336e-04   2.03334150e-01  -3.62685753e-02
   -1.08424410e-01  -1.23057225e-01  -1.63293810e-01  -1.39409310e-01
   -2.17884119e-01   1.67936224e-02]
 [  9.14187494e-02  -2.91270236e-01   8.61616905e-02   7.41055912e-02
    4.29899983e-02   1.47463777e-01   1.81089920e-01   3.05201311e-02
   -1.06836861e-01   1.72305740e-01]]
final_inputs_run [[ 0.36519843]
 [ 0.42594312]
 [ 0.6073283 ]
 ..., 
 [ 0.34491268]
 [ 0.01995652]
 [ 0.01427146]]
final_outputs_run [[ 0.36519843]
 [ 0.42594312]
 [ 0.6073283 ]
 ..., 
 [ 0.34491268]
 [ 0.01995652]
 [ 0.01427146]]
Progress: 1.7% ... Training loss: 0.520 ... Validation loss: 0.848[ 1.20340597]
[-0.53596579]
[ 2.85225864]
[ 0.57843578]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
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15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
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16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
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16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

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 [ -1.58031322e-01   8.96204961e-02  -2.13757505e-01   1.45915228e-01
   -3.13522486e-01  -9.41037515e-02  -1.16675701e-01   1.70520654e-02
    1.07884793e-01  -1.73518358e-01]
 [  1.27963431e-01  -6.37184366e-03  -1.17404096e-01  -5.92298834e-02
   -2.41645671e-01  -4.78155121e-02   1.17541123e-01  -3.91955335e-02
   -1.92039285e-01   1.52863034e-01]
 [  1.52669806e-01  -1.32248602e-01  -6.12850593e-02  -8.01075781e-02
   -3.70700407e-01  -6.17443322e-02   2.05436390e-01  -1.14030905e-01
   -1.21079955e-01   1.27288666e-01]
 [ -1.32108872e-02   1.10700696e-01  -1.14141242e-01   5.34779119e-02
   -3.90823982e-02   8.13898336e-02   5.45667162e-02   1.41835358e-01
    2.62342910e-01   7.86301402e-04]
 [ -1.54619592e-01  -2.07087078e-01  -1.54901076e-02  -2.14269074e-01
    3.55366246e-01  -1.48925964e-02   1.44870141e-01   1.41925306e-02
   -5.70426795e-02  -9.99837664e-02]
 [ -3.27436206e-01  -3.24298283e-01  -3.44317252e-02  -5.19040764e-02
    2.69881684e-01  -9.17035737e-02  -1.99750320e-01   1.26469463e-01
   -1.40658587e-01  -3.28987567e-01]
 [  1.80706794e-01   2.22370522e-01   1.86677384e-02  -4.51193791e-02
    3.81674486e-02   5.35034637e-02  -7.11671500e-02  -8.51092439e-02
   -2.50915772e-03  -6.18350804e-02]
 [  5.03510074e-02   2.49245938e-02  -2.23975369e-01   1.09757702e-01
    1.27688830e-01  -5.61915587e-02   1.77636864e-01   1.67766463e-02
   -1.52463795e-02  -1.59963031e-01]
 [  2.22463899e-02   1.70047154e-01   1.52822108e-01  -4.05346523e-02
   -2.26692765e-01  -1.77592944e-02  -1.67794137e-02   7.60835661e-02
   -1.53640237e-01  -3.90137576e-02]
 [  1.14878852e-01   1.01369238e-02   3.96882371e-04  -1.06105187e-01
   -7.66482521e-02   5.44785824e-02  -1.07344872e-01   6.74153213e-02
    2.51565437e-02   2.45850714e-02]
 [ -1.45539782e-01   1.66138985e-01   1.23793716e-01   4.07447171e-02
    1.55306549e-01  -1.55151537e-01  -1.52594384e-01  -1.37324608e-01
    6.30328639e-04   1.39320950e-01]
 [  1.70362435e-01   2.30610218e-01   9.23908458e-02   1.21901398e-01
   -5.43164612e-02  -2.57783359e-01  -8.24644705e-02  -8.75116951e-02
   -1.12112355e-01   1.45692120e-01]
 [  3.01393302e-02  -1.56764825e-01   8.83287795e-02   1.95062621e-01
   -3.71414878e-02  -1.52253492e-02  -9.89073931e-02   4.37617913e-02
    1.26386967e-01  -1.64069982e-01]
 [  4.72143947e-02   2.27098326e-02   1.17780078e-01  -7.92207855e-02
   -1.20560194e-01   2.10060244e-01   7.90089567e-03   8.30991167e-02
    1.49053739e-01  -3.48700096e-01]
 [  1.78857769e-01  -1.90272717e-01   3.07314470e-02  -3.07040003e-01
    4.82809514e-01  -1.15829855e-01  -1.20025810e-01   2.03541778e-01
    1.49898174e-01  -3.23625930e-01]
 [ -2.41547486e-01  -1.45422432e-01   3.70008615e-02  -4.19676305e-02
    4.11253310e-01  -1.87750895e-01  -1.69158921e-01   1.60582173e-01
    3.54302144e-01  -2.80297664e-01]
 [  1.99006965e-01  -2.96016677e-02  -8.52406679e-02   1.35950810e-01
    2.82938983e-01  -1.68896958e-01  -1.24135774e-01  -7.41957746e-02
    3.51798738e-02  -1.23117366e-01]
 [ -2.86620339e-01  -1.77693920e-01   2.71904173e-01  -6.67956843e-03
   -8.18600416e-02   8.35306832e-02   1.21593568e-01   1.75848894e-01
   -1.19082683e-02  -9.13821454e-02]
 [  1.24947633e-01   1.13234699e-02   2.41062189e-01  -2.21315186e-01
   -2.06254209e-02   9.31898919e-02   1.08615054e-01   1.66583129e-01
    8.92542406e-02  -8.82666337e-02]
 [  1.40748502e-01   9.22488688e-02  -1.00366695e-01  -1.03854580e-01
   -2.06620761e-01   2.02595704e-01   7.09195349e-02  -1.94873710e-01
   -1.11905237e-01   1.70142334e-02]
 [ -1.58800962e-01   1.32413122e-01  -2.03604917e-01  -5.87785321e-02
   -3.44952501e-01   7.46118790e-02   1.79175213e-01   9.65064981e-02
    2.22348267e-02   6.05526366e-02]
 [  2.59652429e-02   7.85459298e-02   2.25985614e-03   5.65133722e-02
   -6.67103278e-02   1.58158382e-01  -2.96506219e-01  -5.00758504e-02
   -3.60508914e-02  -1.59974331e-01]
 [  2.15322300e-02   7.62361248e-03   2.00670989e-01  -1.47602932e-01
   -8.78181460e-02  -1.94120553e-01   1.38432116e-01  -2.00522025e-01
    1.63280658e-02   1.58473480e-01]
 [  2.89333295e-02   2.44389717e-01   3.88454651e-01   2.07559413e-01
    6.13644680e-02   3.32467953e-02   1.08826749e-01  -7.83676648e-02
    1.45921323e-01  -2.52185322e-02]
 [  2.24036349e-02   2.23648530e-02   3.84739138e-02   7.69888123e-02
   -7.14923223e-02  -1.16444907e-01   8.92079197e-02  -1.48807173e-01
    5.67923039e-02   1.01864476e-01]
 [ -5.02790130e-02   2.08784925e-01   2.74274428e-01  -1.08952240e-01
   -7.41517893e-02  -2.98851777e-02  -1.83790324e-02   9.45346820e-02
   -2.44841641e-01   1.97557950e-02]
 [ -9.12916136e-02   1.44514951e-04   2.03008920e-01  -3.59402634e-02
   -1.09750652e-01  -1.22844948e-01  -1.63019459e-01  -1.39660402e-01
   -2.17982438e-01   1.73990413e-02]
 [  9.04994575e-02  -2.92024636e-01   8.70053751e-02   7.33464574e-02
    4.50576510e-02   1.46974914e-01   1.80421986e-01   3.11113887e-02
   -1.06587647e-01   1.71144350e-01]]
final_inputs_run [[ 0.37693571]
 [ 0.4370103 ]
 [ 0.61791276]
 ..., 
 [ 0.35486864]
 [ 0.02893061]
 [ 0.01933908]]
final_outputs_run [[ 0.37693571]
 [ 0.4370103 ]
 [ 0.61791276]
 ..., 
 [ 0.35486864]
 [ 0.02893061]
 [ 0.01933908]]
Progress: 1.8% ... Training loss: 0.520 ... Validation loss: 0.844[ 0.04443787]
[ 1.09169839]
[-0.33807855]
[-0.55906235]
[-0.65618353]
[ 0.34002154]
[ 0.15039406]
[-0.4930071]
[-0.05751216]
[ 0.06649026]
[ 0.695638]
[-0.46668576]
[-0.57455863]
[ 1.41727549]
[-0.05307781]
[ 1.10853268]
[-0.1197838]
[-0.31279264]
[ 0.07678906]
[-0.99126298]
[-0.3882432]
[-0.49576109]
[ 0.39454921]
[ 1.01715759]
[-0.13970431]
[-0.41667931]
[-0.49909305]
[ 1.08527398]
[-0.32518358]
[-0.76482577]
[-0.56264391]
[ 0.60842446]
[ 0.13925021]
[-1.14549312]
[-1.30758453]
[-0.16223391]
[ 0.3348261]
[ 0.40409037]
[-0.58897633]
[-0.4397211]
[-0.33882784]
[-0.4275997]
[-0.36682979]
[ 0.23472336]
[ 0.87043913]
[-0.880828]
[ 0.62151144]
[ 0.57405237]
[ 0.03077453]
[-0.21723606]
[ 0.52117861]
[-0.64717046]
[-0.35967741]
[ 0.23469683]
[-0.19731814]
[-0.13577151]
[ 0.25671417]
[-0.18018811]
[-0.2918375]
[-0.90519222]
[-0.91238996]
[-0.11148799]
[-1.27240724]
[-0.24519633]
[-0.36271202]
[ 0.00320889]
[ 0.56691198]
[ 0.67742158]
[ 0.75300908]
[-0.74584354]
[-1.51360725]
[ 0.23466361]
[ 0.5308497]
[ 0.34349218]
[ 2.36589209]
[-0.2313556]
[ 0.55478046]
[ 1.15905125]
[-0.62051069]
[ 0.92615724]
[-1.15457011]
[-0.54091911]
[-0.36244341]
[-0.09537387]
[-1.31058028]
[ 1.66905612]
[-0.880828]
[-0.10279864]
[ 0.0921603]
[-0.35651767]
[-0.85922516]
[ 0.42141233]
[-0.26878727]
[ 1.87042466]
[-0.41596324]
[-0.58369787]
[ 2.14306366]
[ 1.89228689]
[-0.18621444]
[ 0.192926]
[-0.30341256]
[-0.29289859]
[-0.01539361]
[ 0.22843804]
[-0.03978853]
[-0.78459839]
[-0.40536929]
[-0.49326041]
[-0.07824528]
[ 0.05519493]
[ 0.14298106]
[-0.14767278]
[ 0.22650159]
[ 0.45716637]
[-0.13932894]
[-0.76755007]
[ 0.25711601]
[-0.56637828]
[ 0.1280984]
[ 0.79449782]
[-0.75483033]
[-0.41542887]
[-0.84315776]
[-0.89462038]
[-0.67490625]
[-0.16588353]
[-0.82326397]
[-0.52624235]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
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15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
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   -8.14226513e-02   8.34459258e-02   1.21487019e-01   1.75949518e-01
   -1.18663054e-02  -9.15902687e-02]
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    8.92295924e-02  -8.81370279e-02]
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   -1.11907550e-01   1.70293981e-02]
 [ -1.58739510e-01   1.32471246e-01  -2.03660191e-01  -5.87235187e-02
   -3.45107436e-01   7.46419845e-02   1.79213817e-01   9.64677149e-02
    2.22187368e-02   6.06329646e-02]
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   -6.60475767e-02   1.58043381e-01  -2.96624783e-01  -4.99368828e-02
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    1.62564986e-02   1.58909480e-01]
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    6.08253020e-02   3.32821068e-02   1.08845701e-01  -7.84127871e-02
    1.45908512e-01  -2.50977102e-02]
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    5.67253449e-02   1.02216764e-01]
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    4.29515178e-02   1.47313042e-01   1.80838560e-01   3.07052686e-02
   -1.06755624e-01   1.72066563e-01]]
final_inputs_run [[ 0.34307303]
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 ..., 
 [ 0.32411565]
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final_outputs_run [[ 0.34307303]
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 ..., 
 [ 0.32411565]
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Progress: 1.8% ... Training loss: 0.518 ... Validation loss: 0.853[ 0.91258207]
[ 1.1011386]
[ 0.6065687]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
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15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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6              0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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[15435 rows x 56 columns]
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   -2.42345101e-01   8.93489419e-03]
 [ -1.47268927e-01   5.89147944e-02   2.30909154e-03  -1.37712637e-01
   -6.05460772e-02  -2.50641154e-02   5.66459851e-02   6.93791071e-02
   -1.82274361e-01   1.45394557e-01]
 [  2.54118161e-01  -2.15388905e-01  -8.68493751e-02   7.78034634e-02
    1.56955251e-01   4.18425955e-02  -5.66593053e-02  -6.10242818e-02
    2.54170129e-01   2.42559476e-02]
 [ -9.23718403e-02   1.49673424e-01  -4.89611955e-02   2.44433990e-02
    1.20006570e-01  -9.75053782e-02   2.10439248e-04  -2.78130346e-02
    4.62202791e-02   1.34072702e-01]
 [  8.81474637e-02   1.45318080e-01  -2.03880683e-02  -3.71700662e-03
    5.09242693e-02  -3.78601365e-02  -2.49986784e-01   2.48397218e-01
   -1.41621347e-01  -2.29912034e-02]
 [ -3.52633316e-02   2.89860551e-01  -1.11682497e-01   3.36744806e-02
    8.12179506e-02  -5.30247478e-02  -8.59444684e-02  -2.60137835e-01
   -8.00188325e-02  -1.34737962e-01]
 [ -6.32465270e-02   1.49627858e-01  -9.92693528e-02  -2.90473737e-01
   -1.96119589e-01  -3.07186025e-01   4.64245107e-02  -8.51399158e-02
   -8.66005277e-02  -1.64185676e-01]
 [  6.35366549e-02   8.47570880e-03  -5.43354702e-02  -1.08502630e-01
   -7.90525486e-02  -3.69266292e-02   5.30177096e-02   5.04145908e-02
    1.11251979e-03   8.48656942e-02]
 [ -1.76168144e-01  -2.93420046e-03   9.79551702e-03   1.08124778e-01
   -2.19720013e-01   9.27225555e-02   6.00527444e-02   2.03654770e-01
    1.31993459e-01   2.94877258e-03]
 [ -9.40049772e-02   1.93433126e-01   1.96568605e-01   3.38410407e-02
   -5.60042444e-02   6.62029205e-02   1.38676464e-01  -1.65892538e-01
    1.86371555e-01   3.88910076e-03]
 [  2.12177163e-01  -5.77909274e-02  -2.51766643e-02  -2.06656980e-01
   -3.49464806e-02   1.58864647e-01  -3.69464413e-02  -3.05303542e-02
    1.05255395e-01   8.79152580e-02]
 [  3.23605993e-02   2.74010924e-02  -2.53878575e-01  -2.27045776e-01
    3.22755822e-01  -1.03723915e-01   1.05576772e-01   6.03043053e-02
   -3.80351714e-03  -7.91692766e-02]
 [ -1.56569599e-01   9.63874626e-02  -2.26698611e-01   6.16766687e-02
    2.03072011e-01  -6.47497912e-02   5.94985351e-02  -9.55719182e-02
    2.12114442e-01   1.86474637e-01]
 [  1.07593156e-01   1.90097605e-01   3.24109716e-02  -5.76737270e-02
    3.64397241e-02   2.09183209e-01  -5.38834687e-02  -2.17928513e-01
   -8.54116580e-02   1.53899433e-01]
 [ -1.63208466e-02  -3.41512836e-02  -3.99916070e-03  -1.50833874e-01
    2.09504961e-01   2.44409492e-02   2.94280640e-02  -1.26634958e-01
    1.16205946e-01   6.50888873e-02]
 [  1.36589381e-01   2.68229373e-02  -2.14029106e-01  -1.97409786e-01
   -2.91143196e-01   1.66952133e-01   1.73983044e-01  -4.98364780e-02
    2.35091257e-01   1.19754690e-01]
 [  1.91006487e-02  -3.37936370e-02  -1.98389471e-01   2.01523467e-01
   -2.21932118e-01  -6.02006819e-03   1.03707298e-02   8.07408311e-02
   -1.03965082e-01   2.64654920e-01]
 [  2.02273586e-01   2.16755081e-01  -9.87560754e-02   2.61810249e-01
   -2.61233493e-01  -2.33794485e-02  -3.05471748e-02   1.27593294e-01
    9.91414655e-02   3.55293029e-01]
 [ -1.57543179e-01   9.00938618e-02  -2.14214988e-01   1.46368015e-01
   -3.15216161e-01  -9.38550292e-02  -1.16321733e-01   1.67203492e-02
    1.07749160e-01  -1.72823352e-01]
 [  1.29776250e-01  -4.65724186e-03  -1.19067110e-01  -5.75957817e-02
   -2.47456217e-01  -4.68675635e-02   1.18802797e-01  -4.03676438e-02
   -1.92524201e-01   1.55382838e-01]
 [  1.54024981e-01  -1.30946812e-01  -6.24797169e-02  -7.88975816e-02
   -3.74703121e-01  -6.10429340e-02   2.06328463e-01  -1.14877848e-01
   -1.21419841e-01   1.29083785e-01]
 [ -1.24850969e-02   1.11440376e-01  -1.14801725e-01   5.41479742e-02
   -4.13711294e-02   8.17818285e-02   5.50703382e-02   1.41373085e-01
    2.62171103e-01   1.77977621e-03]
 [ -1.54554341e-01  -2.07045929e-01  -1.55047913e-02  -2.14201238e-01
    3.55086808e-01  -1.48566607e-02   1.44898811e-01   1.41651080e-02
   -5.70493080e-02  -9.99169752e-02]
 [ -3.28345004e-01  -3.25214555e-01  -3.36890494e-02  -5.26403506e-02
    2.72401402e-01  -9.21456777e-02  -2.00302225e-01   1.27002828e-01
   -1.40451054e-01  -3.30126027e-01]
 [  1.80359369e-01   2.22029762e-01   1.90010731e-02  -4.54516326e-02
    3.92748408e-02   5.33096248e-02  -7.14239942e-02  -8.48755023e-02
   -2.41470402e-03  -6.23371092e-02]
 [  5.03790124e-02   2.49347543e-02  -2.24001181e-01   1.09768012e-01
    1.27694554e-01  -5.61821503e-02   1.77650736e-01   1.67645490e-02
   -1.52508343e-02  -1.59935624e-01]
 [  2.23192495e-02   1.70159582e-01   1.52777949e-01  -4.04661825e-02
   -2.27071211e-01  -1.77181661e-02  -1.66868779e-02   7.60156709e-02
   -1.53677986e-01  -3.88883340e-02]
 [  1.14966488e-01   1.02093919e-02   3.37737753e-04  -1.06045742e-01
   -7.68851874e-02   5.45230096e-02  -1.07298683e-01   6.73700598e-02
    2.51371330e-02   2.46962290e-02]
 [ -1.46447951e-01   1.65219503e-01   1.24741880e-01   3.98884953e-02
    1.57578311e-01  -1.55693099e-01  -1.53298273e-01  -1.36674949e-01
    8.94269331e-04   1.37981486e-01]
 [  1.71092155e-01   2.31401860e-01   9.18509318e-02   1.22563945e-01
   -5.62175967e-02  -2.57402808e-01  -8.18994309e-02  -8.80080908e-02
   -1.12314188e-01   1.46722285e-01]
 [  2.96420235e-02  -1.57176510e-01   8.87968055e-02   1.94584507e-01
   -3.55892196e-02  -1.54964489e-02  -9.92953649e-02   4.41222635e-02
    1.26535554e-01  -1.64761817e-01]
 [  4.68763135e-02   2.23822623e-02   1.18085143e-01  -7.95010171e-02
   -1.19506157e-01   2.09856298e-01   7.62697978e-03   8.33403662e-02
    1.49159246e-01  -3.49121056e-01]
 [  1.76468588e-01  -1.92402893e-01   3.27116786e-02  -3.08690154e-01
    4.88561233e-01  -1.17041754e-01  -1.21727388e-01   2.04998130e-01
    1.50536743e-01  -3.26522260e-01]
 [ -2.42190045e-01  -1.46176338e-01   3.76661008e-02  -4.26450028e-02
    4.13230523e-01  -1.88171608e-01  -1.69781619e-01   1.61139506e-01
    3.54523184e-01  -2.81313150e-01]
 [  1.98339041e-01  -3.02517603e-02  -8.46745565e-02   1.35351689e-01
    2.84822575e-01  -1.69230823e-01  -1.24606458e-01  -7.37640672e-02
    3.53459103e-02  -1.24012449e-01]
 [ -2.86596496e-01  -1.77718866e-01   2.71914867e-01  -6.69055538e-03
   -8.19666892e-02   8.35178842e-02   1.21580130e-01   1.75861060e-01
   -1.19020724e-02  -9.13829753e-02]
 [  1.25087337e-01   1.14597871e-02   2.40938795e-01  -2.21194866e-01
   -2.10878211e-02   9.32622435e-02   1.08708053e-01   1.66486147e-01
    8.92168141e-02  -8.80689918e-02]
 [  1.40940789e-01   9.24253368e-02  -1.00531824e-01  -1.03696882e-01
   -2.07225360e-01   2.02693269e-01   7.10482229e-02  -1.94992368e-01
   -1.11951465e-01   1.72759684e-02]
 [ -1.58570289e-01   1.32671512e-01  -2.03808680e-01  -5.85700863e-02
   -3.45900967e-01   7.47349666e-02   1.79326170e-01   9.63701188e-02
    2.21794281e-02   6.08824129e-02]
 [  2.56782268e-02   7.83786425e-02   2.50635891e-03   5.63597520e-02
   -6.63725308e-02   1.58028129e-01  -2.96639884e-01  -4.99050496e-02
   -3.59617973e-02  -1.60293594e-01]
 [  2.21984390e-02   8.30064186e-03   2.00125049e-01  -1.46937342e-01
   -9.08070232e-02  -1.93793399e-01   1.38779136e-01  -2.00878626e-01
    1.61807375e-02   1.59410941e-01]
 [  2.98212402e-02   2.45157562e-01   3.87844771e-01   2.08248979e-01
    5.85163068e-02   3.36495703e-02   1.09329152e-01  -7.88460995e-02
    1.45736337e-01  -2.41323374e-02]
 [  2.30037960e-02   2.29088724e-02   3.79604548e-02   7.74958243e-02
   -7.32758091e-02  -1.16200053e-01   8.95928279e-02  -1.49184462e-01
    5.66506802e-02   1.02704089e-01]
 [ -5.05102267e-02   2.08642446e-01   2.74509261e-01  -1.08998305e-01
   -7.38517269e-02  -2.99987078e-02  -1.85453542e-02   9.46368743e-02
   -2.44785335e-01   1.96320081e-02]
 [ -9.12287622e-02   2.24574574e-04   2.02881512e-01  -3.57614268e-02
   -1.10546518e-01  -1.22865055e-01  -1.63041188e-01  -1.39655257e-01
   -2.17974670e-01   1.75736251e-02]
 [  9.13810480e-02  -2.91367363e-01   8.62534484e-02   7.40735962e-02
    4.18019611e-02   1.47384618e-01   1.80838570e-01   3.06561154e-02
   -1.06770355e-01   1.72193885e-01]]
final_inputs_run [[-1.28993762]
 [-1.30971874]
 [-1.35844955]
 ..., 
 [-0.28691652]
 [-0.12507762]
 [ 0.09715399]]
final_outputs_run [[-1.28993762]
 [-1.30971874]
 [-1.35844955]
 ..., 
 [-0.28691652]
 [-0.12507762]
 [ 0.09715399]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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Progress: 1.8% ... Training loss: 0.517 ... Validation loss: 0.857[ 1.0714757]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
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15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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15433         0         1             0    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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final_inputs_run [[-1.24764862]
 [-1.26691456]
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 ..., 
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final_outputs_run [[-1.24764862]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
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15446          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
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16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
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16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
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...          ...  
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16870          0  
16871          0  
16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
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   -1.06578113e-01   1.71192181e-01]]
final_inputs_run [[ 0.3705684 ]
 [ 0.43238212]
 [ 0.61365915]
 ..., 
 [ 0.35742998]
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final_outputs_run [[ 0.3705684 ]
 [ 0.43238212]
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 ..., 
 [ 0.35742998]
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Progress: 1.8% ... Training loss: 0.515 ... Validation loss: 0.842[-0.63982396]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
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15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
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16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
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16870         0         1             0    ...          0      0      0   
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16874         0         1             0    ...          1      0      0   

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 [ -1.56111284e-01   9.68681716e-02  -2.27144259e-01   6.21215098e-02
    2.01385143e-01  -6.44840675e-02   5.98403644e-02  -9.58902599e-02
    2.11985876e-01   1.87134492e-01]
 [  1.07072044e-01   1.89625587e-01   3.28695853e-02  -5.81329363e-02
    3.80204675e-02   2.08912152e-01  -5.42327482e-02  -2.17608992e-01
   -8.52894081e-02   1.53194205e-01]
 [ -1.66766706e-02  -3.44699872e-02  -3.68835065e-03  -1.51139649e-01
    2.10616816e-01   2.42614924e-02   2.92008005e-02  -1.26418217e-01
    1.16287100e-01   6.46208079e-02]
 [  1.38307511e-01   2.84575983e-02  -2.15547095e-01  -1.95974852e-01
   -2.96706754e-01   1.67848703e-01   1.75116050e-01  -5.08924488e-02
    2.34680899e-01   1.22087253e-01]
 [  2.02267258e-02  -3.27377322e-02  -1.99386764e-01   2.02523787e-01
   -2.25470082e-01  -5.44582620e-03   1.11185953e-02   8.00586979e-02
   -1.04236290e-01   2.66186602e-01]
 [  2.03420360e-01   2.17827424e-01  -9.97480970e-02   2.62813050e-01
   -2.64743861e-01  -2.27926831e-02  -2.97795493e-02   1.26919534e-01
    9.88751078e-02   3.56800938e-01]
 [ -1.57129906e-01   9.04983026e-02  -2.14594986e-01   1.46738960e-01
   -3.16528496e-01  -9.36448349e-02  -1.16029538e-01   1.64528069e-02
    1.07639994e-01  -1.72233469e-01]
 [  1.31211415e-01  -3.29851784e-03  -1.20340042e-01  -5.63249901e-02
   -2.51870284e-01  -4.61231932e-02   1.19770397e-01  -4.12453078e-02
   -1.92870531e-01   1.57320490e-01]
 [  1.55668414e-01  -1.29401965e-01  -6.39101523e-02  -7.74494574e-02
   -3.79788480e-01  -6.02056184e-02   2.07429035e-01  -1.15910102e-01
   -1.21836680e-01   1.31280262e-01]
 [ -1.18535632e-02   1.12079623e-01  -1.15389214e-01   5.47438744e-02
   -4.33964266e-02   8.21363094e-02   5.55276524e-02   1.40977085e-01
    2.62021226e-01   2.66070985e-03]
 [ -1.54884275e-01  -2.07295688e-01  -1.52446949e-02  -2.14460101e-01
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   -5.69785494e-02  -1.00323211e-01]
 [ -3.29659487e-01  -3.26518324e-01  -3.24776136e-02  -5.38738472e-02
    2.76384482e-01  -9.28638108e-02  -2.01256446e-01   1.27845451e-01
   -1.40121889e-01  -3.31961097e-01]
 [  1.80468429e-01   2.22149071e-01   1.88953209e-02  -4.53429357e-02
    3.88516676e-02   5.33770072e-02  -7.13317105e-02  -8.49524142e-02
   -2.44634699e-03  -6.21870647e-02]
 [  5.09684282e-02   2.54808650e-02  -2.24526260e-01   1.10279593e-01
    1.25933437e-01  -5.59208734e-02   1.78013925e-01   1.64138931e-02
   -1.53867419e-02  -1.59175848e-01]
 [  2.20762541e-02   1.69969307e-01   1.53048336e-01  -4.07010125e-02
   -2.26434888e-01  -1.78608062e-02  -1.68453134e-02   7.61341033e-02
   -1.53626709e-01  -3.91981726e-02]
 [  1.15064140e-01   1.03356270e-02   2.65202570e-04  -1.05962510e-01
   -7.71643458e-02   5.45977568e-02  -1.07184436e-01   6.72958131e-02
    2.50974499e-02   2.48588789e-02]
 [ -1.47117572e-01   1.64594294e-01   1.25438235e-01   3.92602490e-02
    1.59492423e-01  -1.56033394e-01  -1.53736163e-01  -1.36254296e-01
    1.07290421e-03   1.37000430e-01]
 [  1.71207319e-01   2.31541305e-01   9.17493397e-02   1.22680986e-01
   -5.65308653e-02  -2.57360089e-01  -8.18132111e-02  -8.80802300e-02
   -1.12344880e-01   1.46905212e-01]
 [  2.98708410e-02  -1.56966783e-01   8.86909316e-02   1.94713870e-01
   -3.60567951e-02  -1.54152604e-02  -9.91928038e-02   4.40325786e-02
    1.26509595e-01  -1.64564756e-01]
 [  4.64940258e-02   2.20036095e-02   1.18482572e-01  -7.98731946e-02
   -1.18577115e-01   2.09630529e-01   7.31892280e-03   8.35947928e-02
    1.49269746e-01  -3.49642662e-01]
 [  1.74431253e-01  -1.94418464e-01   3.44737279e-02  -3.10424615e-01
    4.94333792e-01  -1.18147872e-01  -1.23290592e-01   2.06355673e-01
    1.51093349e-01  -3.29340931e-01]
 [ -2.44437452e-01  -1.48467211e-01   3.98933291e-02  -4.47279737e-02
    4.19386540e-01  -1.89447085e-01  -1.71613979e-01   1.62725454e-01
    3.55148115e-01  -2.84532906e-01]
 [  1.96995982e-01  -3.15659036e-02  -8.34271089e-02   1.34101586e-01
    2.88659087e-01  -1.69915483e-01  -1.25585009e-01  -7.28782492e-02
    3.56976761e-02  -1.25883590e-01]
 [ -2.86699355e-01  -1.77801062e-01   2.71980352e-01  -6.75288051e-03
   -8.16290713e-02   8.34909814e-02   1.21555585e-01   1.75888596e-01
   -1.18971574e-02  -9.14743480e-02]
 [  1.25280601e-01   1.16447214e-02   2.40780316e-01  -2.21054781e-01
   -2.16577662e-02   9.33519871e-02   1.08848997e-01   1.66356365e-01
    8.91605520e-02  -8.78276155e-02]
 [  1.41068729e-01   9.25530136e-02  -1.00638211e-01  -1.03596978e-01
   -2.07650588e-01   2.02758770e-01   7.11291226e-02  -1.95063619e-01
   -1.11980266e-01   1.74438305e-02]
 [ -1.58177921e-01   1.33041921e-01  -2.04153638e-01  -5.82276775e-02
   -3.47092517e-01   7.49403825e-02   1.79595370e-01   9.61293841e-02
    2.20842669e-02   6.14126238e-02]
 [  2.51932061e-02   7.79711880e-02   2.91315814e-03   5.59278220e-02
   -6.53855770e-02   1.57800238e-01  -2.96926869e-01  -4.96021944e-02
   -3.58260872e-02  -1.60959714e-01]
 [  2.16624077e-02   7.69575316e-03   2.00771668e-01  -1.47441822e-01
   -9.02483381e-02  -1.94147382e-01   1.38151079e-01  -2.00398945e-01
    1.63616410e-02   1.58587798e-01]
 [  3.08057448e-02   2.46111972e-01   3.87058041e-01   2.09151302e-01
    5.53989550e-02   3.41421152e-02   1.09987754e-01  -7.94854135e-02
    1.45488221e-01  -2.28180610e-02]
 [  2.42591076e-02   2.40813444e-02   3.69412224e-02   7.84793391e-02
   -7.70739571e-02  -1.15605419e-01   9.03577697e-02  -1.49919585e-01
    5.63653660e-02   1.04249512e-01]
 [ -4.91656168e-02   2.09960164e-01   2.73448498e-01  -1.07899047e-01
   -7.82785032e-02  -2.93258230e-02  -1.76723224e-02   9.38640663e-02
   -2.45103244e-01   2.14421877e-02]
 [ -9.16717663e-02  -2.71602202e-04   2.03315783e-01  -3.61951187e-02
   -1.09348963e-01  -1.23104295e-01  -1.63399348e-01  -1.39311091e-01
   -2.17835198e-01   1.69603205e-02]
 [  9.05587655e-02  -2.92219876e-01   8.70715824e-02   7.32572580e-02
    4.40189078e-02   1.46864050e-01   1.80086178e-01   3.12571671e-02
   -1.06510793e-01   1.70940834e-01]]
final_inputs_run [[ 0.31417205]
 [ 0.37697016]
 [ 0.55937793]
 ..., 
 [ 0.30645752]
 [-0.02777989]
 [-0.03413022]]
final_outputs_run [[ 0.31417205]
 [ 0.37697016]
 [ 0.55937793]
 ..., 
 [ 0.30645752]
 [-0.02777989]
 [-0.03413022]]
Progress: 1.8% ... Training loss: 0.515 ... Validation loss: 0.860[ 0.50291937]
[ 0.60860122]
[-0.15330585]
[ 1.4486823]
[-0.81806711]
[-0.70194065]
[ 0.64948214]
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[-0.67914981]
[ 0.52238446]
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[ 1.25803232]
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[ 0.430021]
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[ 1.01933223]
[-0.08838253]
[-0.74255168]
[-0.3519078]
[ 0.60581394]
[-1.08322657]
[-0.65870402]
[ 0.4784336]
[ 0.11744019]
[-0.43314119]
[ 0.63926262]
[-1.25802971]
[-0.7633633]
[ 0.12114737]
[ 0.83355644]
[ 0.96904267]
[-0.93218187]
[ 0.0176973]
[-0.92080023]
[ 2.31777523]
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[ 0.22911273]
[-0.82090821]
[-0.5024932]
[ 0.42108956]
[ 0.06749423]
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[ 0.38079243]
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[-0.70908089]
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[ 0.45673613]
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[ 1.03533623]
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[ 1.47526668]
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[ 0.19936693]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
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15444   1        0  0.431110 -1.022283   0.276298         0         0   
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   -3.71089997e-02  -1.52955707e-02  -9.89732320e-02   4.38314930e-02
    1.26436548e-01  -1.64195873e-01]
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    1.49297999e-01  -3.49808414e-01]
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    4.20203212e-01  -1.89579083e-01  -1.71831955e-01   1.62894506e-01
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    2.90303240e-01  -1.70217418e-01  -1.25976692e-01  -7.25246886e-02
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   -8.12626013e-02   8.34239710e-02   1.21459818e-01   1.75971505e-01
   -1.18648971e-02  -9.16527478e-02]
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    8.91229301e-02  -8.76219744e-02]
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   -2.07946585e-01   2.02819983e-01   7.12089484e-02  -1.95137226e-01
   -1.12005255e-01   1.76001271e-02]
 [ -1.57860110e-01   1.33380993e-01  -2.04467474e-01  -5.79258159e-02
   -3.48354286e-01   7.51218089e-02   1.79854623e-01   9.59153604e-02
    2.19986815e-02   6.18847132e-02]
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   -6.37801709e-02   1.57494492e-01  -2.97331970e-01  -4.92586259e-02
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    1.63484445e-02   1.58596295e-01]
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    5.25395507e-02   3.46410765e-02   1.10665952e-01  -8.00675664e-02
    1.45267761e-01  -2.15768150e-02]
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    4.44400169e-02   1.46739897e-01   1.79912607e-01   3.14155660e-02
   -1.06451156e-01   1.70651681e-01]]
final_inputs_run [[ 0.29112925]
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 [ 0.52418502]
 ..., 
 [ 0.27783467]
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final_outputs_run [[ 0.29112925]
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 ..., 
 [ 0.27783467]
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Progress: 1.8% ... Training loss: 0.518 ... Validation loss: 0.871[-0.05002059]
[ 0.10069321]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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8             0         0             1    ...          0      0      0   
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10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
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17            0         0             0    ...          0      0      0   
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19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
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15407         0         1             0    ...          0      0      0   
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15414         0         1             0    ...          0      0      0   
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15416         0         1             0    ...          0      0      0   
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15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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1              1  
2              1  
3              1  
4              1  
5              1  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.63140984e-01  -2.04759205e-01   1.28425955e-01  -1.64439759e-01
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   -1.43026397e-01  -1.52459269e-02]
 [  3.51275740e-01  -5.10209961e-04   7.67903728e-02  -1.63409380e-01
   -3.35790194e-01   2.73030286e-01   2.95589561e-02   6.27696237e-02
    1.52272645e-01   8.67764789e-02]
 [ -6.80279866e-02  -5.44813771e-02   1.45387177e-03   1.60631259e-01
   -2.43516925e-02  -2.83626953e-01   4.08008168e-03  -4.04452103e-02
    1.18284088e-01   8.74732903e-02]
 [  2.49887494e-01   1.21220682e-01   6.15133492e-02   1.13298630e-01
   -1.62212708e-01  -5.89957119e-02   3.40773404e-02   1.06063981e-01
    4.58255204e-02   6.91371540e-02]
 [ -1.86229486e-01  -2.26876528e-02  -6.38178458e-02  -6.40713836e-02
    2.66564183e-01   6.69972784e-02  -4.31140034e-02   1.98914189e-01
   -6.53854244e-02   5.93292209e-02]
 [ -9.71364127e-02  -9.28486251e-02  -5.23490486e-02  -7.24655996e-02
   -1.32699089e-01  -6.59273683e-02   2.78196648e-01   9.10937904e-02
    1.97981123e-01   5.45572339e-03]
 [ -1.36833954e-01   9.02181611e-02  -1.31231529e-01   6.79009538e-02
    2.28565716e-01  -1.22772273e-01  -1.87952067e-01   3.53179080e-02
   -2.42025175e-01   7.32306639e-03]
 [ -1.48005885e-01   5.84424853e-02   2.88552829e-03  -1.38267206e-01
   -5.90745658e-02  -2.53628342e-02   5.62133943e-02   6.97513164e-02
   -1.82123104e-01   1.44575776e-01]
 [  2.54118161e-01  -2.15388905e-01  -8.68493751e-02   7.78034634e-02
    1.56955251e-01   4.18425955e-02  -5.66593053e-02  -6.10242818e-02
    2.54170129e-01   2.42559476e-02]
 [ -9.29348394e-02   1.49118720e-01  -4.84210033e-02   2.38828395e-02
    1.21453261e-01  -9.78403271e-02  -2.21661388e-04  -2.74202573e-02
    4.63706970e-02   1.33277391e-01]
 [  8.78304861e-02   1.44955733e-01  -1.99607450e-02  -4.19409450e-03
    5.19172767e-02  -3.80909686e-02  -2.50292627e-01   2.48668004e-01
   -1.41518431e-01  -2.35987108e-02]
 [ -3.55712952e-02   2.89602631e-01  -1.11352579e-01   3.34108753e-02
    8.20536376e-02  -5.32275515e-02  -8.61522100e-02  -2.59941589e-01
   -7.99332325e-02  -1.35155475e-01]
 [ -6.13616472e-02   1.51589604e-01  -1.01046784e-01  -2.88784841e-01
   -2.02960084e-01  -3.06210657e-01   4.78595007e-02  -8.64515747e-02
   -8.71155930e-02  -1.61497006e-01]
 [  6.18402097e-02   6.69962917e-03  -5.25786467e-02  -1.10230170e-01
   -7.39189373e-02  -3.78708282e-02   5.16576614e-02   5.15990137e-02
    1.59230897e-03   8.23424147e-02]
 [ -1.75849462e-01  -2.85995525e-03   9.84416126e-03   1.08002929e-01
   -2.19952382e-01   9.26844772e-02   5.99123546e-02   2.03750549e-01
    1.32055671e-01   3.02627787e-03]
 [ -9.01378218e-02   1.97341307e-01   1.93189122e-01   3.74805552e-02
   -6.85887095e-02   6.83814505e-02   1.41426737e-01  -1.68394508e-01
    1.85391539e-01   9.38325275e-03]
 [  2.12656631e-01  -5.73010511e-02  -2.56269361e-02  -2.06215920e-01
   -3.69644951e-02   1.59097532e-01  -3.66237658e-02  -3.07833143e-02
    1.05164324e-01   8.85787030e-02]
 [  3.28699519e-02   2.77667427e-02  -2.54063841e-01  -2.26557649e-01
    3.20006825e-01  -1.03487465e-01   1.05789546e-01   6.00924599e-02
   -3.86135066e-03  -7.85257476e-02]
 [ -1.55848224e-01   9.71840217e-02  -2.27407575e-01   6.24092919e-02
    2.00392183e-01  -6.43004194e-02   6.00748055e-02  -9.60790145e-02
    2.11913944e-01   1.87569610e-01]
 [  1.05417761e-01   1.88148270e-01   3.42101243e-02  -5.95312156e-02
    4.30412134e-02   2.08046234e-01  -5.53877903e-02  -2.16632901e-01
   -8.49201519e-02   1.51007775e-01]
 [ -1.68894238e-02  -3.46835031e-02  -3.49505233e-03  -1.51341730e-01
    2.11236226e-01   2.41441920e-02   2.90429509e-02  -1.26283666e-01
    1.16337827e-01   6.43178082e-02]
 [  1.39628606e-01   2.97409600e-02  -2.16714572e-01  -1.94850286e-01
   -3.00781149e-01   1.68559777e-01   1.76055643e-01  -5.16893664e-02
    2.34379292e-01   1.23920110e-01]
 [  2.10117264e-02  -3.20140434e-02  -2.00024091e-01   2.03210913e-01
   -2.27836226e-01  -5.03373467e-03   1.16611958e-02   7.96091058e-02
   -1.04411211e-01   2.67186250e-01]
 [  2.04996852e-01   2.19325918e-01  -1.01087261e-01   2.64215929e-01
   -2.69622578e-01  -2.20133669e-02  -2.86726960e-02   1.25987955e-01
    9.85181871e-02   3.58939245e-01]
 [ -1.56206505e-01   9.13938256e-02  -2.15384869e-01   1.47585838e-01
   -3.19517567e-01  -9.31610460e-02  -1.15373678e-01   1.58861890e-02
    1.07429814e-01  -1.70984692e-01]
 [  1.31703572e-01  -2.80344930e-03  -1.20786150e-01  -5.58867341e-02
   -2.53478516e-01  -4.58693882e-02   1.20124835e-01  -4.15537024e-02
   -1.92989853e-01   1.58021315e-01]
 [  1.56518144e-01  -1.28596597e-01  -6.46080696e-02  -7.67060216e-02
   -3.82464419e-01  -5.97888491e-02   2.08020958e-01  -1.16419025e-01
   -1.22030020e-01   1.32420564e-01]
 [ -1.13235597e-02   1.12571130e-01  -1.15794479e-01   5.52078486e-02
   -4.49478802e-02   8.24116610e-02   5.58911578e-02   1.40670567e-01
    2.61908525e-01   3.36883954e-03]
 [ -1.54551967e-01  -2.06942339e-01  -1.55518334e-02  -2.14138440e-01
    3.54950598e-01  -1.48072739e-02   1.44976362e-01   1.41245136e-02
   -5.70650658e-02  -9.98311661e-02]
 [ -3.30971134e-01  -3.27917121e-01  -3.12852630e-02  -5.51625983e-02
    2.80881608e-01  -9.36081791e-02  -2.02254661e-01   1.28723731e-01
   -1.39790438e-01  -3.33966660e-01]
 [  1.79713686e-01   2.21447945e-01   1.95709395e-02  -4.60379728e-02
    4.11379852e-02   5.29615122e-02  -7.18820707e-02  -8.44790528e-02
   -2.26470811e-03  -6.32229382e-02]
 [  5.18052738e-02   2.63230938e-02  -2.25261914e-01   1.11025785e-01
    1.23391748e-01  -5.54937903e-02   1.78599472e-01   1.58850568e-02
   -1.55850987e-02  -1.57981106e-01]
 [  2.13402162e-02   1.69174783e-01   1.53787752e-01  -4.14531325e-02
   -2.23995292e-01  -1.83067562e-02  -1.74517827e-02   7.66349012e-02
   -1.53427236e-01  -4.02957336e-02]
 [  1.14797357e-01   1.01594830e-02   4.92400199e-04  -1.06180850e-01
   -7.63838939e-02   5.44882758e-02  -1.07322309e-01   6.74338872e-02
    2.51460242e-02   2.45204434e-02]
 [ -1.47180071e-01   1.64682155e-01   1.25394992e-01   3.93444977e-02
    1.59801526e-01  -1.56010537e-01  -1.53574687e-01  -1.36360487e-01
    1.02768894e-03   1.37197137e-01]
 [  1.70651964e-01   2.30932301e-01   9.22801007e-02   1.22088275e-01
   -5.46261394e-02  -2.57696080e-01  -8.22741916e-02  -8.76911843e-02
   -1.12192993e-01   1.46065524e-01]
 [  2.99981696e-02  -1.56652201e-01   8.85231787e-02   1.94919368e-01
   -3.69625262e-02  -1.53170789e-02  -9.89964096e-02   4.38547996e-02
    1.26447367e-01  -1.64247845e-01]
 [  4.63317181e-02   2.18500429e-02   1.18632912e-01  -8.00317535e-02
   -1.18113005e-01   2.09546939e-01   7.20272980e-03   8.37002523e-02
    1.49309004e-01  -3.49886305e-01]
 [  1.73480527e-01  -1.95363117e-01   3.53789977e-02  -3.11245820e-01
    4.96646877e-01  -1.18659774e-01  -1.24031809e-01   2.06962899e-01
    1.51335930e-01  -3.30616905e-01]
 [ -2.44920358e-01  -1.48883672e-01   4.02824820e-02  -4.51204517e-02
    4.20812585e-01  -1.89653334e-01  -1.71934209e-01   1.62979477e-01
    3.55243915e-01  -2.85108716e-01]
 [  1.94886079e-01  -3.35922010e-02  -8.16358133e-02   1.32248696e-01
    2.94547249e-01  -1.70939416e-01  -1.27090084e-01  -7.16018132e-02
    3.61821931e-02  -1.28733535e-01]
 [ -2.87041355e-01  -1.78144934e-01   2.72305132e-01  -7.08034954e-03
   -8.05247779e-02   8.32957369e-02   1.21291351e-01   1.76110085e-01
   -1.18123225e-02  -9.19842657e-02]
 [  1.25481693e-01   1.18570993e-02   2.40637744e-01  -2.20899237e-01
   -2.22692940e-02   9.34662680e-02   1.09005329e-01   1.66230360e-01
    8.91095361e-02  -8.75664118e-02]
 [  1.41162971e-01   9.26606858e-02  -1.00737105e-01  -1.03518305e-01
   -2.07920806e-01   2.02813843e-01   7.12006249e-02  -1.95131600e-01
   -1.12002612e-01   1.75830566e-02]
 [ -1.57658239e-01   1.33575374e-01  -2.04635776e-01  -5.77514698e-02
   -3.48943922e-01   7.52296197e-02   1.79995608e-01   9.58002580e-02
    2.19544511e-02   6.21570188e-02]
 [  2.46605502e-02   7.75494843e-02   3.33298574e-03   5.54512243e-02
   -6.40372575e-02   1.57550590e-01  -2.97285693e-01  -4.93049047e-02
   -3.56950668e-02  -1.61630001e-01]
 [  2.08437303e-02   7.00412010e-03   2.01450092e-01  -1.48198729e-01
   -8.83625378e-02  -1.94524239e-01   1.37623256e-01  -1.99984611e-01
    1.65179199e-02   1.57548186e-01]
 [  3.13651730e-02   2.46696512e-01   3.86664197e-01   2.09684497e-01
    5.37343096e-02   3.44381194e-02   1.10375118e-01  -7.98274293e-02
    1.45358212e-01  -2.21052164e-02]
 [  2.45800283e-02   2.42632009e-02   3.67727266e-02   7.86215655e-02
   -7.72976445e-02  -1.15510375e-01   9.06059876e-02  -1.50092818e-01
    5.63002626e-02   1.04583165e-01]
 [ -4.80238568e-02   2.11168201e-01   2.72448281e-01  -1.06819211e-01
   -8.22084727e-02  -2.86669060e-02  -1.67577280e-02   9.31344478e-02
   -2.45394572e-01   2.32049231e-02]
 [ -9.08806486e-02   4.66672763e-04   2.02691667e-01  -3.54422630e-02
   -1.12171484e-01  -1.22707513e-01  -1.62884265e-01  -1.39768732e-01
   -2.17998399e-01   1.80802320e-02]
 [  8.99513403e-02  -2.92739160e-01   8.76256515e-02   7.26582267e-02
    4.54453292e-02   1.46513438e-01   1.79598010e-01   3.16689289e-02
   -1.06352922e-01   1.70063253e-01]]
final_inputs_run [[-1.30626144]
 [-1.32297379]
 [-1.37449744]
 ..., 
 [-0.30223792]
 [-0.13860289]
 [ 0.07172568]]
final_outputs_run [[-1.30626144]
 [-1.32297379]
 [-1.37449744]
 ..., 
 [-0.30223792]
 [-0.13860289]
 [ 0.07172568]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
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Progress: 1.8% ... Training loss: 0.516 ... Validation loss: 0.866[ 0.62136582]
[ 0.56923075]
[-0.36643101]
[-0.05164443]
[ 0.30634435]
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[ 0.11809721]
[ 0.14761401]
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[ 1.00255794]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
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22            0         0             0    ...          0      1      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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6              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.67098285e-01  -2.08495744e-01   1.31842368e-01  -1.67789610e-01
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    2.11935854e-01   1.87411585e-01]
 [  1.05415037e-01   1.88142794e-01   3.42138743e-02  -5.95349449e-02
    4.30497585e-02   2.08044065e-01  -5.53915511e-02  -2.16628855e-01
   -8.49186586e-02   1.51009370e-01]
 [ -1.75191047e-02  -3.52727233e-02  -2.98618356e-03  -1.51906180e-01
    2.13178785e-01   2.38047656e-02   2.86112596e-02  -1.25909029e-01
    1.16473552e-01   6.34901849e-02]
 [  1.40025998e-01   3.01252121e-02  -2.17060530e-01  -1.94509102e-01
   -3.01983935e-01   1.68761568e-01   1.76328309e-01  -5.19254429e-02
    2.34294015e-01   1.24465497e-01]
 [  2.13408903e-02  -3.17054225e-02  -2.00302654e-01   2.03498157e-01
   -2.28835298e-01  -4.86477956e-03   1.18929149e-02   7.94156222e-02
   -1.04483919e-01   2.67613275e-01]
 [  2.05237740e-01   2.19531648e-01  -1.01263003e-01   2.64406017e-01
   -2.70365699e-01  -2.19064089e-02  -2.85237273e-02   1.25869623e-01
    9.84729594e-02   3.59234379e-01]
 [ -1.55760587e-01   9.18897431e-02  -2.15827694e-01   1.48041850e-01
   -3.21080981e-01  -9.29047690e-02  -1.15011998e-01   1.55853330e-02
    1.07317976e-01  -1.70300212e-01]
 [  1.32090676e-01  -2.43164143e-03  -1.21104776e-01  -5.55501325e-02
   -2.54643906e-01  -4.56713702e-02   1.20382355e-01  -4.17667222e-02
   -1.93072888e-01   1.58537567e-01]
 [  1.56652181e-01  -1.28466757e-01  -6.47248249e-02  -7.65840593e-02
   -3.82859279e-01  -5.97166227e-02   2.08109683e-01  -1.16499120e-01
   -1.22060410e-01   1.32594125e-01]
 [ -1.10037002e-02   1.12872452e-01  -1.16051133e-01   5.54827099e-02
   -4.59135636e-02   8.25807451e-02   5.61161871e-02   1.40480107e-01
    2.61837262e-01   3.80874699e-03]
 [ -1.54551967e-01  -2.06942339e-01  -1.55518334e-02  -2.14138440e-01
    3.54950598e-01  -1.48072739e-02   1.44976362e-01   1.41245136e-02
   -5.70650658e-02  -9.98311661e-02]
 [ -3.32835972e-01  -3.29778910e-01  -2.96681364e-02  -5.68813853e-02
    2.86219971e-01  -9.45659877e-02  -2.03629383e-01   1.29875443e-01
   -1.39347863e-01  -3.36485310e-01]
 [  1.79696300e-01   2.21435886e-01   1.95872355e-02  -4.60523764e-02
    4.11913716e-02   5.29524830e-02  -7.18909214e-02  -8.44686927e-02
   -2.26107508e-03  -6.32461372e-02]
 [  5.16687152e-02   2.61934689e-02  -2.25147674e-01   1.10905248e-01
    1.23750603e-01  -5.55653154e-02   1.78506401e-01   1.59644254e-02
   -1.55549037e-02  -1.58149281e-01]
 [  2.10678428e-02   1.68952446e-01   1.54060268e-01  -4.16925407e-02
   -2.23058991e-01  -1.84411474e-02  -1.76207506e-02   7.67902932e-02
   -1.53367325e-01  -4.07060566e-02]
 [  1.14201811e-01   9.63547942e-03   9.95099207e-04  -1.06643365e-01
   -7.49493434e-02   5.41804692e-02  -1.07738391e-01   6.77603535e-02
    2.52748347e-02   2.38399186e-02]
 [ -1.47564714e-01   1.64272581e-01   1.25765410e-01   3.89986381e-02
    1.60795498e-01  -1.56268117e-01  -1.53911451e-01  -1.36090595e-01
    1.13532484e-03   1.36572270e-01]
 [  1.70601128e-01   2.30907573e-01   9.23613343e-02   1.22020602e-01
   -5.45521151e-02  -2.57729065e-01  -8.23366480e-02  -8.76377848e-02
   -1.12171122e-01   1.45938061e-01]
 [  2.98598461e-02  -1.56638538e-01   8.85675026e-02   1.94881309e-01
   -3.67698944e-02  -1.53558642e-02  -9.89876745e-02   4.38543443e-02
    1.26445405e-01  -1.64336691e-01]
 [  4.61790161e-02   2.17182140e-02   1.18779169e-01  -8.01667574e-02
   -1.17679737e-01   2.09461906e-01   7.08142193e-03   8.37995414e-02
    1.49346538e-01  -3.50111974e-01]
 [  1.72442192e-01  -1.96351954e-01   3.62753147e-02  -3.12060141e-01
    4.99024812e-01  -1.19221502e-01  -1.24907332e-01   2.07654620e-01
    1.51609267e-01  -3.31911086e-01]
 [ -2.46026222e-01  -1.50115585e-01   4.13787148e-02  -4.62848195e-02
    4.24605915e-01  -1.90300164e-01  -1.72937818e-01   1.63791526e-01
    3.55552800e-01  -2.86853434e-01]
 [  1.94071213e-01  -3.44099747e-02  -8.09191198e-02   1.31506485e-01
    2.96897480e-01  -1.71367370e-01  -1.27725406e-01  -7.10838263e-02
    3.63832545e-02  -1.29817585e-01]
 [ -2.87014599e-01  -1.78110426e-01   2.72269826e-01  -7.04593886e-03
   -8.05555915e-02   8.33144166e-02   1.21317229e-01   1.76092638e-01
   -1.18217591e-02  -9.19502868e-02]
 [  1.25386233e-01   1.17574907e-02   2.40729554e-01  -2.20988828e-01
   -2.19392450e-02   9.34110665e-02   1.08937629e-01   1.66290459e-01
    8.91314849e-02  -8.76928199e-02]
 [  1.41161203e-01   9.26590915e-02  -1.00735505e-01  -1.03519971e-01
   -2.07915929e-01   2.02812899e-01   7.11993005e-02  -1.95130512e-01
   -1.12002212e-01   1.75806046e-02]
 [ -1.57395037e-01   1.33873449e-01  -2.04872942e-01  -5.74954383e-02
   -3.49869383e-01   7.53821477e-02   1.80200796e-01   9.56349015e-02
    2.18901265e-02   6.25711316e-02]
 [  2.41698645e-02   7.71705831e-02   3.73912231e-03   5.51039370e-02
   -6.26972822e-02   1.57314719e-01  -2.97576410e-01  -4.90528711e-02
   -3.55961499e-02  -1.62191944e-01]
 [  1.99301284e-02   6.01006559e-03   2.02275813e-01  -1.49124339e-01
   -8.51843984e-02  -1.95077806e-01   1.36841104e-01  -1.99343438e-01
    1.67555588e-02   1.56136849e-01]
 [  3.14456764e-02   2.46834171e-01   3.86528036e-01   2.09889010e-01
    5.26227561e-02   3.44739020e-02   1.10344286e-01  -7.98222928e-02
    1.45361192e-01  -2.17473900e-02]
 [  2.38014072e-02   2.36080664e-02   3.74268770e-02   7.80558114e-02
   -7.54686905e-02  -1.15872532e-01   9.00380915e-02  -1.49624714e-01
    5.64824276e-02   1.03638325e-01]
 [ -4.83053943e-02   2.10835281e-01   2.72784158e-01  -1.07143304e-01
   -8.13341195e-02  -2.88080168e-02  -1.70004149e-02   9.33103191e-02
   -2.45313535e-01   2.27590070e-02]
 [ -9.16109199e-02  -2.74040366e-04   2.03430822e-01  -3.61564808e-02
   -1.10309384e-01  -1.23093852e-01  -1.63446981e-01  -1.39294147e-01
   -2.17814943e-01   1.70587865e-02]
 [  8.89403746e-02  -2.93687028e-01   8.85609397e-02   7.16746697e-02
    4.81545341e-02   1.45913613e-01   1.78735417e-01   3.23652668e-02
   -1.06076780e-01   1.68501220e-01]]
final_inputs_run [[-1.20804957]
 [-1.22506532]
 [-1.27392084]
 ..., 
 [-0.21154179]
 [-0.04341503]
 [ 0.17571266]]
final_outputs_run [[-1.20804957]
 [-1.22506532]
 [-1.27392084]
 ..., 
 [-0.21154179]
 [-0.04341503]
 [ 0.17571266]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
15442          0  
15443          0  
15444          0  
15445          0  
15446          0  
15447          0  
15448          0  
15449          0  
15450          0  
15451          0  
15452          0  
15453          0  
15454          0  
15455          0  
15456          0  
15457          0  
15458          0  
15459          0  
15460          0  
15461          0  
15462          0  
15463          0  
15464          0  
...          ...  
16845          0  
16846          0  
16847          0  
16848          0  
16849          0  
16850          0  
16851          0  
16852          0  
16853          0  
16854          0  
16855          0  
16856          0  
16857          0  
16858          0  
16859          0  
16860          0  
16861          0  
16862          0  
16863          0  
16864          0  
16865          0  
16866          0  
16867          0  
16868          0  
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final_inputs_run [[ 0.40777222]
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final_outputs_run [[ 0.40777222]
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Progress: 1.8% ... Training loss: 0.512 ... Validation loss: 0.832[ 0.72159389]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
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final_inputs_run [[-1.22675604]
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 ..., 
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final_outputs_run [[-1.22675604]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15454         0         1             1    ...          0      0      0   
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15458         0         1             1    ...          0      0      0   
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15460         0         1             1    ...          0      0      0   
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15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
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15451          0          0          0          0          1          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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[1440 rows x 56 columns]
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   -7.03562091e-02  -3.85186194e-02   5.06878783e-02   5.24197585e-02
    1.92020525e-03   8.05071782e-02]
 [ -1.75620930e-01  -2.65479033e-03   9.70639932e-03   1.08125132e-01
   -2.20655147e-01   9.27687877e-02   5.99358561e-02   2.03715402e-01
    1.32037158e-01   3.22554007e-03]
 [ -8.96829441e-02   1.97758948e-01   1.92923555e-01   3.77869365e-02
   -7.00471555e-02   6.86249601e-02   1.41751479e-01  -1.68677892e-01
    1.85270059e-01   9.94528587e-03]
 [  2.12910032e-01  -5.69490622e-02  -2.58997881e-02  -2.05852549e-01
   -3.85194098e-02   1.59241236e-01  -3.64811326e-02  -3.09621548e-02
    1.05093096e-01   8.90549549e-02]
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   -3.52894373e-03  -8.02934072e-02]
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    2.11928056e-01   1.87440477e-01]
 [  1.05281641e-01   1.88036877e-01   3.43261654e-02  -5.96439049e-02
    4.34711824e-02   2.07976703e-01  -5.54825640e-02  -2.16542777e-01
   -8.48827974e-02   1.50841631e-01]
 [ -1.78111113e-02  -3.55676799e-02  -2.70475039e-03  -1.52181195e-01
    2.14115555e-01   2.36423369e-02   2.84023678e-02  -1.25713645e-01
    1.16550481e-01   6.30676167e-02]
 [  1.40109676e-01   3.02031233e-02  -2.17138297e-01  -1.94434467e-01
   -3.02254487e-01   1.68805254e-01   1.76386259e-01  -5.19788879e-02
    2.34273554e-01   1.24579519e-01]
 [  2.19028462e-02  -3.11501798e-02  -2.00845001e-01   2.04023131e-01
   -2.30723967e-01  -4.56831011e-03   1.23000245e-02   7.90437231e-02
   -1.04644681e-01   2.68412275e-01]
 [  2.05648171e-01   2.19920564e-01  -1.01649688e-01   2.64777122e-01
   -2.71724085e-01  -2.16964080e-02  -2.82249910e-02   1.25595872e-01
    9.83591527e-02   3.59821925e-01]
 [ -1.55000160e-01   9.26254087e-02  -2.16519199e-01   1.48717554e-01
   -3.23480077e-01  -9.25448882e-02  -1.14480883e-01   1.50897890e-02
    1.07114594e-01  -1.69243370e-01]
 [  1.32747785e-01  -1.79576943e-03  -1.21674865e-01  -5.49624569e-02
   -2.56786355e-01  -4.53457996e-02   1.20832092e-01  -4.21911919e-02
   -1.93251098e-01   1.59418011e-01]
 [  1.57115954e-01  -1.28024732e-01  -6.51462478e-02  -7.61748386e-02
   -3.84343757e-01  -5.94851059e-02   2.08415895e-01  -1.16796333e-01
   -1.22183891e-01   1.33230536e-01]
 [ -1.08838218e-02   1.13015438e-01  -1.16182558e-01   5.56030396e-02
   -4.63527889e-02   8.26494733e-02   5.62055017e-02   1.40398409e-01
    2.61802445e-01   4.00006658e-03]
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    3.56572885e-01  -1.50762519e-02   1.44611730e-01   1.44652535e-02
   -5.69214897e-02  -1.00566808e-01]
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   -1.39143501e-01  -3.37551045e-01]
 [  1.79441746e-01   2.21217054e-01   1.98744367e-02  -4.63153769e-02
    4.20047212e-02   5.27935775e-02  -7.21081999e-02  -8.42728072e-02
   -2.17640201e-03  -6.36365679e-02]
 [  5.18167552e-02   2.63456443e-02  -2.25301524e-01   1.11044685e-01
    1.23315887e-01  -5.54894990e-02   1.78606556e-01   1.58667514e-02
   -1.55974972e-02  -1.57950223e-01]
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   -2.22645501e-01  -1.85089822e-02  -1.77206730e-02   7.68769585e-02
   -1.53328943e-01  -4.09033301e-02]
 [  1.14209062e-01   9.63000508e-03   1.00011218e-03  -1.06652273e-01
   -7.49266961e-02   5.41804145e-02  -1.07737195e-01   6.77631183e-02
    2.52751346e-02   2.38337816e-02]
 [ -1.47308818e-01   1.64559155e-01   1.25509004e-01   3.92532451e-02
    1.59902989e-01  -1.56137833e-01  -1.53704112e-01  -1.36284284e-01
    1.05306334e-03   1.36980286e-01]
 [  1.70760639e-01   2.31070771e-01   9.22462826e-02   1.22139742e-01
   -5.49890612e-02  -2.57655009e-01  -8.22282263e-02  -8.77370604e-02
   -1.12214182e-01   1.46157172e-01]
 [  3.01625713e-02  -1.56326478e-01   8.83381612e-02   1.95172363e-01
   -3.77699985e-02  -1.51696044e-02  -9.87210779e-02   4.36143443e-02
    1.26342425e-01  -1.63917719e-01]
 [  4.60247562e-02   2.15783464e-02   1.18935825e-01  -8.03180137e-02
   -1.17147520e-01   2.09376347e-01   6.96592452e-03   8.39044246e-02
    1.49392405e-01  -3.50348791e-01]
 [  1.71643881e-01  -1.97124856e-01   3.70741283e-02  -3.12704740e-01
    5.00941209e-01  -1.19611548e-01  -1.25509643e-01   2.08186285e-01
    1.51843403e-01  -3.32938049e-01]
 [ -2.46534820e-01  -1.50625407e-01   4.18544365e-02  -4.67472423e-02
    4.26121332e-01  -1.90557240e-01  -1.73311350e-01   1.64123710e-01
    3.55687670e-01  -2.87557451e-01]
 [  1.93337203e-01  -3.51518009e-02  -8.01861130e-02   1.30818841e-01
    2.99073900e-01  -1.71712497e-01  -1.28324003e-01  -7.05327093e-02
    3.66105930e-02  -1.30842416e-01]
 [ -2.86919981e-01  -1.78017915e-01   2.72205058e-01  -6.96226399e-03
   -8.08139941e-02   8.33633894e-02   1.21380144e-01   1.76031539e-01
   -1.18470643e-02  -9.18235785e-02]
 [  1.25730627e-01   1.20821042e-02   2.40510234e-01  -2.20764020e-01
   -2.30331577e-02   9.35880307e-02   1.09173628e-01   1.66072166e-01
    8.90414397e-02  -8.72503002e-02]
 [  1.41348256e-01   9.28305081e-02  -1.00912657e-01  -1.03360825e-01
   -2.08479841e-01   2.02911364e-01   7.13303580e-02  -1.95246571e-01
   -1.12051497e-01   1.78503715e-02]
 [ -1.57198176e-01   1.34064743e-01  -2.05050721e-01  -5.73121939e-02
   -3.50513969e-01   7.54884464e-02   1.80342135e-01   9.55036010e-02
    2.18361459e-02   6.28455170e-02]
 [  2.44322617e-02   7.74326452e-02   3.49817813e-03   5.53675004e-02
   -6.36880746e-02   1.57448830e-01  -2.97404626e-01  -4.92092916e-02
   -3.56591118e-02  -1.61816291e-01]
 [  1.92921220e-02   5.30360654e-03   2.03004544e-01  -1.49746206e-01
   -8.29679713e-02  -1.95440680e-01   1.36293549e-01  -1.98836355e-01
    1.69670166e-02   1.55141135e-01]
 [  3.19057282e-02   2.47271444e-01   3.86251515e-01   2.10267587e-01
    5.12244811e-02   3.47223508e-02   1.10649627e-01  -8.01054096e-02
    1.45231123e-01  -2.11798652e-02]
 [  2.37595224e-02   2.36041456e-02   3.74859911e-02   7.80939415e-02
   -7.61092531e-02  -1.15864805e-01   8.99983724e-02  -1.49625355e-01
    5.64897469e-02   1.03692104e-01]
 [ -4.76260025e-02   2.11500206e-01   2.72291751e-01  -1.06658047e-01
   -8.35258838e-02  -2.84872921e-02  -1.65359667e-02   9.28768583e-02
   -2.45500320e-01   2.36933346e-02]
 [ -9.14984580e-02  -1.32670998e-04   2.03379346e-01  -3.60862619e-02
   -1.10766188e-01  -1.23040192e-01  -1.63377062e-01  -1.39359323e-01
   -2.17840348e-01   1.72071302e-02]
 [  8.90513142e-02  -2.93534799e-01   8.84660282e-02   7.17885430e-02
    4.77036148e-02   1.45982673e-01   1.78793699e-01   3.22944589e-02
   -1.06101263e-01   1.68653582e-01]]
final_inputs_run [[ 0.39595533]
 [ 0.44144997]
 [ 0.61647132]
 ..., 
 [ 0.38804428]
 [ 0.05509105]
 [ 0.05138745]]
final_outputs_run [[ 0.39595533]
 [ 0.44144997]
 [ 0.61647132]
 ..., 
 [ 0.38804428]
 [ 0.05509105]
 [ 0.05138745]]
Progress: 1.8% ... Training loss: 0.509 ... Validation loss: 0.834[ 0.40355306]
[ 0.8889146]
[ 2.5365897]
[-0.07046081]
[-1.05465263]
[ 0.31070049]
[-0.52812614]
[ 0.45601785]
[-0.2942475]
[-0.89348346]
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[ 0.09120252]
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[ 0.48417866]
[ 1.24497547]
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[-0.51968055]
[-0.00855207]
[ 0.54183944]
[-0.6744883]
[-0.66506627]
[-0.80280793]
[-0.57513756]
[-0.03647034]
[ 0.23680913]
[ 0.90161212]
[-0.38237714]
[ 0.12991771]
[-0.55924698]
[ 0.58986291]
[-0.6594275]
[-1.17734311]
[-0.56784575]
[-0.39604672]
[ 0.17830452]
[ 2.37501394]
[-0.14018501]
[ 0.62118112]
[ 1.08845011]
[ 1.07358234]
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[-0.51819839]
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[ 0.38045187]
[ 0.76652317]
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[ 0.13711237]
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[ 0.3371732]
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[ 0.00788493]
[ 0.24438006]
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[ 1.20084494]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
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   -2.12292633e-03  -6.39458319e-02]
 [  5.20040055e-02   2.65232108e-02  -2.25465095e-01   1.11209345e-01
    1.22773047e-01  -5.53958610e-02   1.78729428e-01   1.57517444e-02
   -1.56452430e-02  -1.57695761e-01]
 [  2.08851136e-02   1.68849144e-01   1.54281228e-01  -4.18600031e-02
   -2.22598754e-01  -1.85392230e-02  -1.77631712e-02   7.69170515e-02
   -1.53312086e-01  -4.09743750e-02]
 [  1.14130879e-01   9.53571223e-03   1.09286394e-03  -1.06744042e-01
   -7.47192777e-02   5.41296905e-02  -1.07816510e-01   6.78351480e-02
    2.53053606e-02   2.37173346e-02]
 [ -1.47821288e-01   1.64014630e-01   1.26033680e-01   3.87788457e-02
    1.61399111e-01  -1.56403117e-01  -1.54058064e-01  -1.35942166e-01
    1.19248183e-03   1.36254640e-01]
 [  1.71387403e-01   2.31719516e-01   9.16981708e-02   1.22720053e-01
   -5.70957125e-02  -2.57351550e-01  -8.17442501e-02  -8.81787676e-02
   -1.12397786e-01   1.47104731e-01]
 [  3.01665206e-02  -1.56319615e-01   8.83215758e-02   1.95208455e-01
   -3.78412324e-02  -1.51616222e-02  -9.87091454e-02   4.36045365e-02
    1.26338461e-01  -1.63897754e-01]
 [  4.52646923e-02   2.08244545e-02   1.19641450e-01  -8.10039989e-02
   -1.14777970e-01   2.08962269e-01   6.41493455e-03   8.43947519e-02
    1.49601065e-01  -3.51353593e-01]
 [  1.71185877e-01  -1.97628200e-01   3.75335052e-02  -3.13056629e-01
    5.02233267e-01  -1.19871687e-01  -1.25960513e-01   2.08541513e-01
    1.52010205e-01  -3.33572741e-01]
 [ -2.47763779e-01  -1.51854771e-01   4.31073927e-02  -4.79172616e-02
    4.29374399e-01  -1.91234150e-01  -1.74325440e-01   1.65012312e-01
    3.56033127e-01  -2.89385275e-01]
 [  1.93096351e-01  -3.53754554e-02  -7.99493135e-02   1.30606784e-01
    2.99730295e-01  -1.71824031e-01  -1.28520986e-01  -7.03574501e-02
    3.66859869e-02  -1.31165744e-01]
 [ -2.87236806e-01  -1.78351078e-01   2.72518734e-01  -7.26009727e-03
   -7.96617304e-02   8.31812726e-02   1.21130558e-01   1.76253819e-01
   -1.17507488e-02  -9.23186073e-02]
 [  1.25649585e-01   1.20091262e-02   2.40580581e-01  -2.20827367e-01
   -2.27907182e-02   9.35497916e-02   1.09124063e-01   1.66120733e-01
    8.90581189e-02  -8.73609121e-02]
 [  1.41527832e-01   9.30181332e-02  -1.01072672e-01  -1.03209518e-01
   -2.09177168e-01   2.03003120e-01   7.14464838e-02  -1.95350703e-01
   -1.12091071e-01   1.81292008e-02]
 [ -1.57072704e-01   1.34210474e-01  -2.05188779e-01  -5.71778684e-02
   -3.50976738e-01   7.55636704e-02   1.80444631e-01   9.54116440e-02
    2.17991848e-02   6.30501184e-02]
 [  2.46403182e-02   7.76327608e-02   3.35172284e-03   5.55734649e-02
   -6.46243662e-02   1.57558996e-01  -2.97286961e-01  -4.93558845e-02
   -3.57185895e-02  -1.61501615e-01]
 [  1.92839147e-02   5.21281432e-03   2.03159208e-01  -1.49822221e-01
   -8.32773062e-02  -1.95477593e-01   1.36183525e-01  -1.98737926e-01
    1.70126241e-02   1.55068858e-01]
 [  3.17077448e-02   2.47127779e-01   3.86407215e-01   2.10110673e-01
    5.17749998e-02   3.46291885e-02   1.10523079e-01  -7.99919110e-02
    1.45279038e-01  -2.14143827e-02]
 [  2.32487218e-02   2.31213347e-02   3.81064385e-02   7.76218397e-02
   -7.53164262e-02  -1.16179141e-01   8.95231178e-02  -1.49222740e-01
    5.66294824e-02   1.02953344e-01]
 [ -4.75581114e-02   2.11555077e-01   2.72208924e-01  -1.06585854e-01
   -8.37292458e-02  -2.84635718e-02  -1.65403192e-02   9.28396638e-02
   -2.45499258e-01   2.37760796e-02]
 [ -9.09732111e-02   3.53492237e-04   2.02951588e-01  -3.56535756e-02
   -1.12477567e-01  -1.22792087e-01  -1.63036044e-01  -1.39669751e-01
   -2.17964046e-01   1.79332799e-02]
 [  8.94072047e-02  -2.93230104e-01   8.81534460e-02   7.21232332e-02
    4.64562005e-02   1.46165966e-01   1.79014963e-01   3.20999590e-02
   -1.06186554e-01   1.69168130e-01]]
final_inputs_run [[ 0.39855521]
 [ 0.44193514]
 [ 0.61620252]
 ..., 
 [ 0.38759052]
 [ 0.05499336]
 [ 0.04929474]]
final_outputs_run [[ 0.39855521]
 [ 0.44193514]
 [ 0.61620252]
 ..., 
 [ 0.38759052]
 [ 0.05499336]
 [ 0.04929474]]
Progress: 1.8% ... Training loss: 0.508 ... Validation loss: 0.832[ 0.02035385]
[-0.31506345]
[-0.3493209]
[-0.1305847]
[ 2.51739174]
[ 0.25851045]
[-0.31548392]
[-0.25054844]
[-0.51559658]
[-0.00737573]
[ 0.66433048]
[-0.44730905]
[-0.35587722]
[ 1.92143762]
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[ 1.12667201]
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[ 0.69512047]
[ 0.65375899]
[-0.10196822]
[-0.42394201]
[ 0.39405448]
[-0.85009326]
[-0.13280779]
[-0.03427032]
[ 0.51967885]
[-0.58492772]
[ 1.09704878]
[-0.35008953]
[ 0.47221228]
[-0.41066489]
[-0.12225258]
[-0.56822551]
[-0.57066055]
[-0.56266408]
[-0.20873203]
[-0.52434467]
[-0.58815938]
[-0.00432772]
[ 0.696336]
[ 1.1577307]
[ 0.08445568]
[-0.76270567]
[-0.39406129]
[-0.90504059]
[-0.1590576]
[-0.07002129]
[ 0.07818732]
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[-0.08616591]
[-0.39645503]
[-0.52346241]
[ 1.21916688]
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[-0.79903228]
[ 0.26979141]
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[-0.37635419]
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[-0.09822133]
[-0.54748535]
[ 0.11652779]
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[ 0.02420514]
[ 0.10790833]
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[ 0.81226205]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
15426          0          0          1          0          0          0   
15427          0          0          0          1          0          0   
15428          0          0          0          1          0          0   
15429          0          0          0          1          0          0   
15430          0          0          0          1          0          0   
15431          0          0          0          1          0          0   
15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
12             1  
13             1  
14             1  
15             1  
16             1  
17             1  
18             1  
19             1  
20             1  
21             1  
22             1  
23             1  
24             0  
25             0  
26             0  
27             0  
28             0  
29             0  
...          ...  
15405          0  
15406          0  
15407          0  
15408          0  
15409          0  
15410          0  
15411          0  
15412          0  
15413          0  
15414          0  
15415          0  
15416          0  
15417          0  
15418          0  
15419          0  
15420          0  
15421          0  
15422          0  
15423          0  
15424          0  
15425          0  
15426          0  
15427          0  
15428          0  
15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
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   -7.63877407e-02  -1.16027325e-01   8.97313424e-02  -1.49438378e-01
    5.65415721e-02   1.03429506e-01]
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    4.57405810e-02   1.46218754e-01   1.79070545e-01   3.20381897e-02
   -1.06213078e-01   1.69372374e-01]]
final_inputs_run [[ 0.35890772]
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 ..., 
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final_outputs_run [[ 0.35890772]
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 ..., 
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Progress: 1.9% ... Training loss: 0.508 ... Validation loss: 0.843[-0.84505628]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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       weekday_6  
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[15435 rows x 56 columns]
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   -6.92681948e-02  -3.87132840e-02   5.03683788e-02   5.26756786e-02
    2.02288913e-03   7.99623432e-02]
 [ -1.74503284e-01  -1.39207278e-03   8.68141836e-03   1.09210785e-01
   -2.24640231e-01   9.33652004e-02   6.08224034e-02   2.02952568e-01
    1.31722511e-01   4.98926851e-03]
 [ -8.72483064e-02   2.00043100e-01   1.90806499e-01   3.98698330e-02
   -7.73761514e-02   6.98832846e-02   1.43488473e-01  -1.70257550e-01
    1.84611503e-01   1.33060957e-02]
 [  2.12470669e-01  -5.73119756e-02  -2.55140331e-02  -2.06199882e-01
   -3.79607337e-02   1.59003064e-01  -3.68383089e-02  -3.06441457e-02
    1.05212479e-01   8.85359296e-02]
 [  3.07217236e-02   2.55380518e-02  -2.51823164e-01  -2.28332043e-01
    3.23518296e-01  -1.04622774e-01   1.04038797e-01   6.14774948e-02
   -3.27034035e-03  -8.13131978e-02]
 [ -1.56919516e-01   9.58357070e-02  -2.26082397e-01   6.11993899e-02
    2.02707707e-01  -6.50110824e-02   5.90751107e-02  -9.52343328e-02
    2.12250275e-01   1.85563313e-01]
 [  1.05359455e-01   1.88103753e-01   3.42448483e-02  -5.95293361e-02
    4.31113489e-02   2.08003309e-01  -5.54482004e-02  -2.16591540e-01
   -8.49014608e-02   1.50918489e-01]
 [ -1.78264262e-02  -3.56122780e-02  -2.66894227e-03  -1.52234393e-01
    2.14245607e-01   2.36091307e-02   2.83675875e-02  -1.25688962e-01
    1.16561635e-01   6.30336357e-02]
 [  1.41849810e-01   3.19062754e-02  -2.18723081e-01  -1.92984987e-01
   -3.07958971e-01   1.69722800e-01   1.77579671e-01  -5.30884211e-02
    2.33831598e-01   1.26995217e-01]
 [  2.34144587e-02  -2.96995966e-02  -2.02186307e-01   2.05397984e-01
   -2.35374908e-01  -3.79700030e-03   1.33438098e-02   7.80975928e-02
   -1.05042322e-01   2.70482241e-01]
 [  2.06881792e-01   2.21080563e-01  -1.02748772e-01   2.65872996e-01
   -2.75626068e-01  -2.10648335e-02  -2.73764591e-02   1.24845805e-01
    9.80495225e-02   3.61501473e-01]
 [ -1.53209743e-01   9.43346586e-02  -2.18090113e-01   1.50317063e-01
   -3.29137307e-01  -9.16337104e-02  -1.13237193e-01   1.39629218e-02
    1.06656039e-01  -1.66792837e-01]
 [  1.33941619e-01  -6.31163695e-04  -1.22739763e-01  -5.38887099e-02
   -2.60503164e-01  -4.47463306e-02   1.21662753e-01  -4.29338895e-02
   -1.93552722e-01   1.61065092e-01]
 [  1.58487357e-01  -1.26678518e-01  -6.63402194e-02  -7.49497740e-02
   -3.88685769e-01  -5.87813981e-02   2.09368458e-01  -1.17659192e-01
   -1.22542722e-01   1.35120406e-01]
 [ -9.94627773e-03   1.13864872e-01  -1.16959112e-01   5.63899237e-02
   -4.92881268e-02   8.31185668e-02   5.68232135e-02   1.39835170e-01
    2.61558534e-01   5.24975444e-03]
 [ -1.55359637e-01  -2.07752648e-01  -1.47738186e-02  -2.14871021e-01
    3.57447901e-01  -1.52387292e-02   1.44404652e-01   1.46580209e-02
   -5.68500751e-02  -1.00970661e-01]
 [ -3.35461071e-01  -3.32647475e-01  -2.70959335e-02  -5.95023141e-02
    2.94366961e-01  -9.60497983e-02  -2.05680937e-01   1.31698613e-01
   -1.38616166e-01  -3.40423975e-01]
 [  1.79041794e-01   2.20864948e-01   2.02454307e-02  -4.66899685e-02
    4.32818998e-02   5.25861398e-02  -7.23652062e-02  -8.40345287e-02
   -2.08528341e-03  -6.41810725e-02]
 [  5.25087731e-02   2.70232454e-02  -2.25870458e-01   1.11643831e-01
    1.20990915e-01  -5.51443915e-02   1.79063142e-01   1.54495687e-02
   -1.57703654e-02  -1.56999466e-01]
 [  2.06351123e-02   1.68675378e-01   1.54540565e-01  -4.21103653e-02
   -2.21756431e-01  -1.86729816e-02  -1.79294832e-02   7.70719473e-02
   -1.53240387e-01  -4.13114031e-02]
 [  1.13339314e-01   8.77966358e-03   1.88376479e-03  -1.07496655e-01
   -7.21191599e-02   5.37002689e-02  -1.08363371e-01   6.83598618e-02
    2.55250016e-02   2.26125330e-02]
 [ -1.47909627e-01   1.63931000e-01   1.26123711e-01   3.87067948e-02
    1.61634110e-01  -1.56470121e-01  -1.54126137e-01  -1.35884710e-01
    1.21910923e-03   1.36145534e-01]
 [  1.71256924e-01   2.31695191e-01   9.18303443e-02   1.22641631e-01
   -5.69792904e-02  -2.57414083e-01  -8.17840004e-02  -8.81399885e-02
   -1.12386179e-01   1.47038262e-01]
 [  3.02400372e-02  -1.56157494e-01   8.82366177e-02   1.95326752e-01
   -3.81071521e-02  -1.50923386e-02  -9.86051494e-02   4.35043979e-02
    1.26299366e-01  -1.63748302e-01]
 [  4.46462924e-02   2.01905267e-02   1.20209569e-01  -8.15385381e-02
   -1.12969193e-01   2.08614408e-01   5.94800656e-03   8.48097322e-02
    1.49768226e-01  -3.52155695e-01]
 [  1.69703967e-01  -1.99087241e-01   3.88175089e-02  -3.14185937e-01
    5.05873314e-01  -1.20664559e-01  -1.27051866e-01   2.09458622e-01
    1.52394654e-01  -3.35466000e-01]
 [ -2.48077574e-01  -1.52183640e-01   4.34426003e-02  -4.82234336e-02
    4.30076169e-01  -1.91413782e-01  -1.74596228e-01   1.65246765e-01
    3.56137313e-01  -2.89823017e-01]
 [  1.92195016e-01  -3.62162739e-02  -7.91496062e-02   1.29870996e-01
    3.01657423e-01  -1.72242524e-01  -1.29178331e-01  -6.97924882e-02
    3.69157183e-02  -1.32312992e-01]
 [ -2.87149594e-01  -1.78330095e-01   2.72454871e-01  -7.23068769e-03
   -7.98384573e-02   8.31985188e-02   1.21147327e-01   1.76224707e-01
   -1.17621390e-02  -9.22588913e-02]
 [  1.25656749e-01   1.20078521e-02   2.40581986e-01  -2.20826585e-01
   -2.28176403e-02   9.35504528e-02   1.09123487e-01   1.66118361e-01
    8.90537173e-02  -8.73538585e-02]
 [  1.41735748e-01   9.32230315e-02  -1.01260325e-01  -1.03020417e-01
   -2.09840591e-01   2.03116564e-01   7.15937953e-02  -1.95483508e-01
   -1.12147073e-01   1.84198862e-02]
 [ -1.56220892e-01   1.35063240e-01  -2.06006770e-01  -5.64037214e-02
   -3.53827870e-01   7.60283051e-02   1.81076028e-01   9.48403678e-02
    2.15623394e-02   6.42889527e-02]
 [  2.35881975e-02   7.65718827e-02   4.40124543e-03   5.45997896e-02
   -6.15071596e-02   1.56967045e-01  -2.98093652e-01  -4.86418966e-02
   -3.54043891e-02  -1.63004082e-01]
 [  2.02165086e-02   6.21629717e-03   2.02309031e-01  -1.48889418e-01
   -8.70709358e-02  -1.94984445e-01   1.36810067e-01  -1.99360533e-01
    1.67595526e-02   1.56498377e-01]
 [  3.04124102e-02   2.45635213e-01   3.87667317e-01   2.08801706e-01
    5.47063024e-02   3.38394121e-02   1.09458277e-01  -7.90838093e-02
    1.45657329e-01  -2.33108179e-02]
 [  2.33991471e-02   2.34532432e-02   3.79469334e-02   7.78480515e-02
   -7.59778657e-02  -1.16090702e-01   8.96672154e-02  -1.49395049e-01
    5.65561360e-02   1.03300764e-01]
 [ -4.64624785e-02   2.12496308e-01   2.71318323e-01  -1.05626662e-01
   -8.73561504e-02  -2.79450631e-02  -1.58137608e-02   9.22129875e-02
   -2.45785439e-01   2.52658506e-02]
 [ -9.05450370e-02   7.77467145e-04   2.02600677e-01  -3.52455543e-02
   -1.13923365e-01  -1.22586505e-01  -1.62749811e-01  -1.39928387e-01
   -2.18063691e-01   1.85723660e-02]
 [  9.04325510e-02  -2.92270202e-01   8.73853320e-02   7.29285290e-02
    4.29478280e-02   1.46687785e-01   1.79669653e-01   3.15194907e-02
   -1.06428729e-01   1.70590042e-01]]
final_inputs_run [[-1.24957681]
 [-1.26778461]
 [-1.31789352]
 ..., 
 [-0.23270108]
 [-0.06290112]
 [ 0.16154161]]
final_outputs_run [[-1.24957681]
 [-1.26778461]
 [-1.31789352]
 ..., 
 [-0.23270108]
 [-0.06290112]
 [ 0.16154161]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
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Progress: 1.9% ... Training loss: 0.506 ... Validation loss: 0.833[ 0.30695732]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
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15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
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16846         0         1             0    ...          0      0      0   
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16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
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16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
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16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
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...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16874          0          1          0          0          0          0   

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   -1.81923973e-01   1.43648682e-01]
 [  2.54118161e-01  -2.15388905e-01  -8.68493751e-02   7.78034634e-02
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    2.54170129e-01   2.42559476e-02]
 [ -9.29611639e-02   1.49174674e-01  -4.81625810e-02   2.36826573e-02
    1.21041068e-01  -9.79418275e-02  -4.09798426e-04  -2.72886136e-02
    4.64228859e-02   1.33195191e-01]
 [  8.88961634e-02   1.46000699e-01  -2.07862992e-02  -3.26279360e-03
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   -1.41802934e-01  -2.20015501e-02]
 [ -3.53560900e-02   2.89880742e-01  -1.11389163e-01   3.36038874e-02
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   -7.99848902e-02  -1.34630527e-01]
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   -8.69018445e-02  -1.61995814e-01]
 [  5.97154399e-02   4.68765638e-03  -5.06151163e-02  -1.12218761e-01
   -6.75354811e-02  -3.90019609e-02   4.99739789e-02   5.30268958e-02
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   -2.27929408e-01   9.38818293e-02   6.15389060e-02   2.02320616e-01
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   -8.48476116e-02   1.50655798e-01]
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    1.16538163e-01   6.32134317e-02]
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   -3.09949318e-01   1.70049440e-01   1.78015903e-01  -5.34792536e-02
    2.33671884e-01   1.27854159e-01]
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   -2.37056165e-01  -3.52728325e-03   1.37064331e-02   7.77732962e-02
   -1.05178383e-01   2.71197205e-01]
 [  2.07080615e-01   2.21260178e-01  -1.02924187e-01   2.66046043e-01
   -2.76264882e-01  -2.09634728e-02  -2.72423839e-02   1.24725182e-01
    9.80012487e-02   3.61767585e-01]
 [ -1.51842628e-01   9.56824554e-02  -2.19308742e-01   1.51574981e-01
   -3.33546045e-01  -9.08936194e-02  -1.12257175e-01   1.30934825e-02
    1.06288306e-01  -1.64814008e-01]
 [  1.34010245e-01  -5.64236754e-04  -1.22803408e-01  -5.38270704e-02
   -2.60703492e-01  -4.47086407e-02   1.21708755e-01  -4.29760811e-02
   -1.93571281e-01   1.61163612e-01]
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   -3.89617509e-01  -5.86150986e-02   2.09576722e-01  -1.17857814e-01
   -1.22624199e-01   1.35551200e-01]
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   -4.95622727e-02   8.31617791e-02   5.68836542e-02   1.39780667e-01
    2.61538425e-01   5.36910934e-03]
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   -5.66634402e-02  -1.01947878e-01]
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   -1.38509131e-01  -3.40961562e-01]
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    4.44098232e-02   5.24008378e-02  -7.26139791e-02  -8.38118375e-02
   -1.99260249e-03  -6.46426701e-02]
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   -1.58455879e-02  -1.56631050e-01]
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   -2.21994632e-01  -1.86375801e-02  -1.78920394e-02   7.70392460e-02
   -1.53252278e-01  -4.12315131e-02]
 [  1.12967408e-01   8.47074461e-03   2.20443269e-03  -1.07759554e-01
   -7.10484116e-02   5.35235968e-02  -1.08587818e-01   6.85646404e-02
    2.56101842e-02   2.21899464e-02]
 [ -1.47710060e-01   1.64172329e-01   1.25983258e-01   3.89111755e-02
    1.61078086e-01  -1.56350368e-01  -1.53951651e-01  -1.36038599e-01
    1.15568235e-03   1.36461316e-01]
 [  1.71052239e-01   2.31539138e-01   9.20052374e-02   1.22489242e-01
   -5.63797390e-02  -2.57524183e-01  -8.19125275e-02  -8.80228770e-02
   -1.12337288e-01   1.46838246e-01]
 [  2.98879821e-02  -1.56502594e-01   8.85609243e-02   1.95004341e-01
   -3.69940057e-02  -1.52845971e-02  -9.88519022e-02   4.37282598e-02
    1.26393407e-01  -1.64236107e-01]
 [  4.38945716e-02   1.93811416e-02   1.20961531e-01  -8.22760510e-02
   -1.10384119e-01   2.08149816e-01   5.31038556e-03   8.53560230e-02
    1.50003140e-01  -3.53235297e-01]
 [  1.69926979e-01  -1.98905428e-01   3.86544663e-02  -3.13996527e-01
    5.05248816e-01  -1.20535996e-01  -1.26908838e-01   2.09336853e-01
    1.52337619e-01  -3.35190770e-01]
 [ -2.48061796e-01  -1.52172668e-01   4.34267178e-02  -4.82215245e-02
    4.30005497e-01  -1.91411683e-01  -1.74596029e-01   1.65243819e-01
    3.56140493e-01  -2.89814947e-01]
 [  1.91710892e-01  -3.66494788e-02  -7.87503769e-02   1.29493976e-01
    3.02857802e-01  -1.72478241e-01  -1.29515888e-01  -6.95037444e-02
    3.70411315e-02  -1.32921226e-01]
 [ -2.87085477e-01  -1.78297744e-01   2.72434645e-01  -7.20633342e-03
   -8.00566816e-02   8.32298778e-02   1.21185050e-01   1.76200297e-01
   -1.17761384e-02  -9.21935369e-02]
 [  1.25604267e-01   1.19528107e-02   2.40630711e-01  -2.20875515e-01
   -2.26404457e-02   9.35254571e-02   1.09084895e-01   1.66152270e-01
    8.90677899e-02  -8.74240651e-02]
 [  1.41679497e-01   9.31862913e-02  -1.01218872e-01  -1.03070107e-01
   -2.09731694e-01   2.03084313e-01   7.15555749e-02  -1.95454374e-01
   -1.12132959e-01   1.83611836e-02]
 [ -1.55815923e-01   1.35493512e-01  -2.06416645e-01  -5.60111065e-02
   -3.55250680e-01   7.62586906e-02   1.81385563e-01   9.45604012e-02
    2.14481473e-02   6.49015934e-02]
 [  2.31483672e-02   7.61556825e-02   4.79766415e-03   5.42411209e-02
   -6.00868503e-02   1.56737897e-01  -2.98410020e-01  -4.83663582e-02
   -3.52899361e-02  -1.63471816e-01]
 [  2.11310949e-02   7.11055305e-03   2.01540256e-01  -1.48127952e-01
   -8.99952393e-02  -1.94506625e-01   1.37433526e-01  -1.99932226e-01
    1.65307582e-02   1.57778076e-01]
 [  3.11685589e-02   2.46424587e-01   3.87014724e-01   2.09501763e-01
    5.25057983e-02   3.42452735e-02   1.10023545e-01  -7.95888440e-02
    1.45452666e-01  -2.22323813e-02]
 [  2.34198687e-02   2.34692704e-02   3.78997687e-02   7.78651094e-02
   -7.59730904e-02  -1.16082714e-01   8.96941154e-02  -1.49415532e-01
    5.65469471e-02   1.03367398e-01]
 [ -4.57476620e-02   2.13286741e-01   2.70668798e-01  -1.04912565e-01
   -9.00503949e-02  -2.75335863e-02  -1.52755429e-02   9.17321128e-02
   -2.45994224e-01   2.64350150e-02]
 [ -9.11165652e-02   1.97754751e-04   2.03158585e-01  -3.57548030e-02
   -1.12308061e-01  -1.22873411e-01  -1.63165087e-01  -1.39536322e-01
   -2.17905511e-01   1.77724304e-02]
 [  8.97618109e-02  -2.92944455e-01   8.80570497e-02   7.22565202e-02
    4.51573212e-02   1.46265857e-01   1.79094378e-01   3.20110546e-02
   -1.06211465e-01   1.69553121e-01]]
final_inputs_run [[ 0.38152706]
 [ 0.40916327]
 [ 0.58077973]
 ..., 
 [ 0.35407818]
 [ 0.01905806]
 [ 0.0190052 ]]
final_outputs_run [[ 0.38152706]
 [ 0.40916327]
 [ 0.58077973]
 ..., 
 [ 0.35407818]
 [ 0.01905806]
 [ 0.0190052 ]]
Progress: 1.9% ... Training loss: 0.505 ... Validation loss: 0.836[-0.64449598]
[ 0.05182561]
[ 1.41718929]
[ 0.12902848]
[-0.37888747]
[ 0.15614793]
[ 1.06048796]
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[ 0.14703336]
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[ 0.48321886]
[ 2.3447866]
[ 1.00131343]
[ 0.47874812]
[-0.08362582]
[ 1.56168218]
[-0.02609143]
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[ 0.64190284]
[ 0.04708646]
[ 1.16190201]
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[ 0.07083561]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
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15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
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16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
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16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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16874         0         1             0    ...          1      0      0   

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 [  1.34352055e-01  -2.38773682e-04  -1.23092389e-01  -5.35254844e-02
   -2.61732189e-01  -4.45289915e-02   1.21935346e-01  -4.31841474e-02
   -1.93656935e-01   1.61626890e-01]
 [  1.59389544e-01  -1.25828396e-01  -6.70850634e-02  -7.42093926e-02
   -3.91530643e-01  -5.83195678e-02   2.09967226e-01  -1.18209021e-01
   -1.22764119e-01   1.36358639e-01]
 [ -9.78235633e-03   1.14029460e-01  -1.17113074e-01   5.65455807e-02
   -4.98792300e-02   8.32028629e-02   5.69463897e-02   1.39726829e-01
    2.61516025e-01   5.49188542e-03]
 [ -1.55752244e-01  -2.08199251e-01  -1.43949815e-02  -2.15284644e-01
    3.58784550e-01  -1.54661378e-02   1.44113548e-01   1.49287936e-02
   -5.67414867e-02  -1.01559142e-01]
 [ -3.36459377e-01  -3.33695774e-01  -2.61407228e-02  -6.04663093e-02
    2.97730150e-01  -9.65937486e-02  -2.06457524e-01   1.32367099e-01
   -1.38337178e-01  -3.41861407e-01]
 [  1.78502581e-01   2.20356852e-01   2.07202014e-02  -4.71813909e-02
    4.50251377e-02   5.22979455e-02  -7.27599907e-02  -8.36868938e-02
   -1.93976796e-03  -6.49226659e-02]
 [  5.28452094e-02   2.73586923e-02  -2.26180262e-01   1.11960973e-01
    1.20018996e-01  -5.49629093e-02   1.79314028e-01   1.52304558e-02
   -1.58632099e-02  -1.56539794e-01]
 [  2.04917801e-02   1.68563848e-01   1.54705394e-01  -4.22752853e-02
   -2.21411937e-01  -1.87505797e-02  -1.80428586e-02   7.71702447e-02
   -1.53199162e-01  -4.15232321e-02]
 [  1.12475712e-01   8.08311318e-03   2.60516432e-03  -1.08167607e-01
   -6.95777914e-02   5.32775214e-02  -1.08897354e-01   6.88425726e-02
    2.57267577e-02   2.15363947e-02]
 [ -1.47810749e-01   1.63980928e-01   1.26193160e-01   3.87260923e-02
    1.61380687e-01  -1.56428559e-01  -1.54096447e-01  -1.35908751e-01
    1.21224101e-03   1.36178727e-01]
 [  1.70782921e-01   2.31278675e-01   9.22252091e-02   1.22262265e-01
   -5.55442662e-02  -2.57661251e-01  -8.20990365e-02  -8.78614984e-02
   -1.12269563e-01   1.46490984e-01]
 [  2.97332520e-02  -1.56625245e-01   8.86861950e-02   1.94865807e-01
   -3.64579300e-02  -1.53696092e-02  -9.89569534e-02   4.38250252e-02
    1.26430759e-01  -1.64435132e-01]
 [  4.35209027e-02   1.89979181e-02   1.21298561e-01  -8.26080108e-02
   -1.09121601e-01   2.07947115e-01   5.02124626e-03   8.56046678e-02
    1.50104977e-01  -3.53732405e-01]
 [  1.68177217e-01  -2.00610490e-01   4.02098886e-02  -3.15552824e-01
    5.09991531e-01  -1.21443496e-01  -1.28275552e-01   2.10474088e-01
    1.52812015e-01  -3.37534064e-01]
 [ -2.48886307e-01  -1.52968977e-01   4.41505880e-02  -4.89520610e-02
    4.32479702e-01  -1.91856989e-01  -1.75255034e-01   1.65799882e-01
    3.56360474e-01  -2.91019411e-01]
 [  1.90169800e-01  -3.82892301e-02  -7.72629485e-02   1.27980654e-01
    3.07375000e-01  -1.73266403e-01  -1.30714698e-01  -6.84479218e-02
    3.74781230e-02  -1.35172850e-01]
 [ -2.86988349e-01  -1.78202986e-01   2.72345234e-01  -7.11737431e-03
   -8.03736179e-02   8.32811303e-02   1.21253072e-01   1.76137273e-01
   -1.18012251e-02  -9.20562216e-02]
 [  1.25617109e-01   1.19868891e-02   2.40639618e-01  -2.20866264e-01
   -2.27218389e-02   9.35394468e-02   1.09115768e-01   1.66135439e-01
    8.90558892e-02  -8.73940439e-02]
 [  1.41781210e-01   9.33059002e-02  -1.01275844e-01  -1.03033271e-01
   -2.10065181e-01   2.03133833e-01   7.16214705e-02  -1.95510666e-01
   -1.12153456e-01   1.84862333e-02]
 [ -1.55222674e-01   1.36055972e-01  -2.06936501e-01  -5.54907139e-02
   -3.57210215e-01   7.65745114e-02   1.81810303e-01   9.41776276e-02
    2.12907270e-02   6.57318463e-02]
 [  2.32799561e-02   7.62620127e-02   4.70693325e-03   5.43644283e-02
   -6.05368273e-02   1.56801695e-01  -2.98331310e-01  -4.84435283e-02
   -3.53205366e-02  -1.63275778e-01]
 [  1.97796301e-02   5.56382108e-03   2.02955705e-01  -1.49549997e-01
   -8.59392622e-02  -1.95256959e-01   1.36247753e-01  -1.98891280e-01
    1.69608447e-02   1.55575955e-01]
 [  3.08870350e-02   2.46193365e-01   3.87248832e-01   2.09228100e-01
    5.29128134e-02   3.40986867e-02   1.09808714e-01  -7.94251929e-02
    1.45503761e-01  -2.25294238e-02]
 [  2.34113440e-02   2.34903384e-02   3.79009564e-02   7.78334736e-02
   -7.61260322e-02  -1.16114070e-01   8.96663924e-02  -1.49399451e-01
    5.65516040e-02   1.03319769e-01]
 [ -4.61093954e-02   2.12958225e-01   2.71142885e-01  -1.05355057e-01
   -8.90585021e-02  -2.76626539e-02  -1.55331967e-02   9.19541735e-02
   -2.45893704e-01   2.59817508e-02]
 [ -9.19749848e-02  -6.67379341e-04   2.03898255e-01  -3.64710860e-02
   -1.09671381e-01  -1.23326212e-01  -1.63874174e-01  -1.38945595e-01
   -2.17646194e-01   1.65994433e-02]
 [  8.94691488e-02  -2.93224234e-01   8.82881260e-02   7.19702010e-02
    4.56997708e-02   1.46097573e-01   1.78860437e-01   3.21844260e-02
   -1.06138922e-01   1.69124313e-01]]
final_inputs_run [[ 0.4594362 ]
 [ 0.48830028]
 [ 0.65852171]
 ..., 
 [ 0.43863972]
 [ 0.10028358]
 [ 0.09674612]]
final_outputs_run [[ 0.4594362 ]
 [ 0.48830028]
 [ 0.65852171]
 ..., 
 [ 0.43863972]
 [ 0.10028358]
 [ 0.09674612]]
Progress: 1.9% ... Training loss: 0.506 ... Validation loss: 0.816[-0.09845742]
[-0.76185601]
[-0.48851365]
[ 0.42884384]
[-0.09386349]
[-0.44178562]
[-1.2714721]
[-0.77171275]
[-0.94468007]
[-0.24869986]
[ 0.42668418]
[ 1.33851384]
[ 0.01345314]
[-0.38401005]
[-0.57566883]
[-0.73000141]
[ 0.15934506]
[-0.61629815]
[ 0.47086489]
[-0.73000141]
[-0.22094684]
[-0.06834754]
[-1.15530006]
[-0.28302759]
[-0.37966688]
[-0.51148241]
[ 0.56702761]
[-0.49515995]
[-1.0125513]
[ 0.50847063]
[-0.1715666]
[-1.07958395]
[ 1.34037911]
[ 0.26448386]
[ 2.06569261]
[ 0.25594148]
[ 0.9431361]
[ 1.19365724]
[-0.72397329]
[-0.2450175]
[-0.05727705]
[ 0.69191989]
[-0.03109755]
[-0.01664961]
[ 1.36514683]
[-0.16763463]
[-0.1496482]
[-0.52938801]
[-0.08496839]
[ 1.04630648]
[-0.63935301]
[-0.57367546]
[ 0.13857027]
[-1.0032692]
[ 0.25278589]
[ 0.6854578]
[-0.0780279]
[-0.38299374]
[-0.79037868]
[-0.3800899]
[-0.30083081]
[-0.27590092]
[-0.66424288]
[-1.22729458]
[-1.28917499]
[-0.89582177]
[-0.24209272]
[-0.04933366]
[-0.21172623]
[-0.0847665]
[-0.78697966]
[-0.01554018]
[-0.57547671]
[ 0.39665569]
[ 0.77413489]
[ 0.09012579]
[-0.01788935]
[ 1.02671666]
[ 0.16940442]
[-0.68798849]
[-0.06630427]
[-0.14601019]
[ 1.423003]
[ 0.01426056]
[ 0.31197957]
[ 1.36278917]
[ 0.17754213]
[ 0.74203238]
[ 0.20786817]
[-0.87208938]
[ 0.52062946]
[-0.05945991]
[-0.5044743]
[-0.30618608]
[ 0.90732565]
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[ 0.09579238]
[-0.7651233]
[-0.60660779]
[-0.50625816]
[-0.10115688]
[ 0.04836598]
[ 0.10507997]
[ 0.29499545]
[-0.77041725]
[ 0.0884568]
[-0.13161343]
[-0.11546113]
[ 1.28956965]
[-1.10628718]
[-0.30503805]
[-0.45153996]
[ 0.02244031]
[ 0.01167155]
[-0.82616476]
[ 0.45602476]
[-1.43065004]
[-0.25593397]
[ 0.43052271]
[ 1.01489031]
[ 2.31822975]
[ 0.59935166]
[ 0.32509621]
[ 0.14160692]
[-0.71652076]
[-0.39766217]
[-0.32750202]
[ 0.25086904]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
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15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
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   -2.29187652e-02   9.35627311e-02   1.09161043e-01   1.66096303e-01
    8.90369781e-02  -8.73312539e-02]
 [  1.41781258e-01   9.32968689e-02  -1.01268770e-01  -1.03040048e-01
   -2.10031804e-01   2.03129551e-01   7.16156129e-02  -1.95504711e-01
   -1.12152266e-01   1.84753466e-02]
 [ -1.55068530e-01   1.36201556e-01  -2.07087659e-01  -5.53480294e-02
   -3.57760577e-01   7.66621910e-02   1.81926042e-01   9.40698785e-02
    2.12425804e-02   6.59558716e-02]
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   -6.14521477e-02   1.56937467e-01  -2.98185261e-01  -4.86082236e-02
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   -8.82072129e-02  -1.94966948e-01   1.36726954e-01  -1.99350847e-01
    1.67636209e-02   1.56441204e-01]
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    5.36267735e-02   3.39197266e-02   1.09556411e-01  -7.91957427e-02
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   -7.82527223e-02  -1.15879957e-01   8.99997117e-02  -1.49738687e-01
    5.63976424e-02   1.04097766e-01]
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    4.40499817e-02   1.46305359e-01   1.79105987e-01   3.18941553e-02
   -1.06246983e-01   1.69688330e-01]]
final_inputs_run [[ 0.42604258]
 [ 0.45502084]
 [ 0.62687625]
 ..., 
 [ 0.40296792]
 [ 0.05949513]
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final_outputs_run [[ 0.42604258]
 [ 0.45502084]
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 ..., 
 [ 0.40296792]
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Progress: 1.9% ... Training loss: 0.503 ... Validation loss: 0.820[-0.51172894]
[ 2.24737904]
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[ 2.14313382]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
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24            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
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15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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1              1  
2              1  
3              1  
4              1  
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...          ...  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.70515967e-01  -2.12334133e-01   1.36361528e-01  -1.71349456e-01
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   -6.05789155e-02  -2.55313495e-02   5.59036716e-02   6.99019286e-02
   -1.82054049e-01   1.44381207e-01]
 [  2.54118161e-01  -2.15388905e-01  -8.68493751e-02   7.78034634e-02
    1.56955251e-01   4.18425955e-02  -5.66593053e-02  -6.10242818e-02
    2.54170129e-01   2.42559476e-02]
 [ -9.30586823e-02   1.49107545e-01  -4.80250536e-02   2.35830744e-02
    1.21483109e-01  -9.79969488e-02  -4.85870370e-04  -2.72214954e-02
    4.64540780e-02   1.33082767e-01]
 [  8.91202467e-02   1.46149799e-01  -2.08426809e-02  -3.17252970e-03
    4.76454809e-02  -3.74816725e-02  -2.49487356e-01   2.47954666e-01
   -1.41835588e-01  -2.17707490e-02]
 [ -3.59230654e-02   2.89339184e-01  -1.10775645e-01   3.30265286e-02
    8.28990765e-02  -5.34532191e-02  -8.65131387e-02  -2.59637478e-01
   -7.98013019e-02  -1.35188153e-01]
 [ -6.08538039e-02   1.51988516e-01  -1.01521479e-01  -2.88279467e-01
   -2.05530614e-01  -3.05981086e-01   4.80510001e-02  -8.67681399e-02
   -8.72605775e-02  -1.60379944e-01]
 [  5.85235903e-02   3.45195378e-03  -4.93425543e-02  -1.13337528e-01
   -6.42440282e-02  -3.96434408e-02   4.89505490e-02   5.39299769e-02
    2.56856819e-03   7.73184126e-02]
 [ -1.75734488e-01  -2.84939342e-03   9.97064710e-03   1.07723940e-01
   -2.21034634e-01   9.25846011e-02   5.95516899e-02   2.03959879e-01
    1.32166461e-01   3.01927476e-03]
 [ -8.51693879e-02   2.02144953e-01   1.88933818e-01   4.17373194e-02
   -8.44088187e-02   7.10011002e-02   1.44967136e-01  -1.71662550e-01
    1.84023401e-01   1.62983343e-02]
 [  2.11971187e-01  -5.76349525e-02  -2.51604489e-02  -2.06303202e-01
   -3.82209996e-02   1.58722010e-01  -3.74431387e-02  -3.02939663e-02
    1.05410360e-01   8.79735976e-02]
 [  3.08815694e-02   2.55951043e-02  -2.51670034e-01  -2.28169347e-01
    3.22108883e-01  -1.04578941e-01   1.04000934e-01   6.14368112e-02
   -3.27502990e-03  -8.10982786e-02]
 [ -1.57477058e-01   9.52247318e-02  -2.25475557e-01   6.06935853e-02
    2.04255956e-01  -6.53282654e-02   5.86580741e-02  -9.48586524e-02
    2.12386661e-01   1.84739502e-01]
 [  1.04397418e-01   1.87174390e-01   3.51010883e-02  -6.04117174e-02
    4.63810942e-02   2.07471451e-01  -5.61559205e-02  -2.15949892e-01
   -8.46289101e-02   1.49589645e-01]
 [ -1.70362510e-02  -3.48898209e-02  -3.39517564e-03  -1.51567126e-01
    2.11757031e-01   2.40233990e-02   2.89211902e-02  -1.26208328e-01
    1.16345992e-01   6.41193350e-02]
 [  1.44129208e-01   3.41589290e-02  -2.20829532e-01  -1.91004606e-01
   -3.15523767e-01   1.70932299e-01   1.79196242e-01  -5.45931730e-02
    2.33207676e-01   1.30233597e-01]
 [  2.47514749e-02  -2.83859450e-02  -2.03376613e-01   2.06585385e-01
   -2.39698211e-01  -3.09726885e-03   1.42791157e-02   7.72554763e-02
   -1.05394510e-01   2.72296045e-01]
 [  2.08051139e-01   2.22176555e-01  -1.03797105e-01   2.66891801e-01
   -2.79385234e-01  -2.04639054e-02  -2.65625348e-02   1.24114643e-01
    9.77371454e-02   3.63079850e-01]
 [ -1.49986817e-01   9.75358473e-02  -2.20977303e-01   1.53289776e-01
   -3.39742069e-01  -8.99436209e-02  -1.10920793e-01   1.18504903e-02
    1.05758252e-01  -1.62235805e-01]
 [  1.35694112e-01   1.05433721e-03  -1.24253261e-01  -5.23564307e-02
   -2.66009944e-01  -4.38429949e-02   1.22836761e-01  -4.40516579e-02
   -1.94036369e-01   1.63453441e-01]
 [  1.60716631e-01  -1.24568942e-01  -6.82789944e-02  -7.30673342e-02
   -3.95732494e-01  -5.76686591e-02   2.10854581e-01  -1.19045722e-01
   -1.23128598e-01   1.38173378e-01]
 [ -8.99033927e-03   1.14842277e-01  -1.17873032e-01   5.72878284e-02
   -5.23822928e-02   8.36446015e-02   5.75372034e-02   1.39189378e-01
    2.61290352e-01   6.61962708e-03]
 [ -1.55465127e-01  -2.08011095e-01  -1.46444368e-02  -2.15101611e-01
    3.58068708e-01  -1.53506720e-02   1.44259138e-01   1.47661282e-02
   -5.68159928e-02  -1.01221008e-01]
 [ -3.37971576e-01  -3.35198730e-01  -2.47102349e-02  -6.18148417e-02
    3.02527153e-01  -9.73940394e-02  -2.07559675e-01   1.33356981e-01
   -1.37900375e-01  -3.43960923e-01]
 [  1.78234234e-01   2.20070777e-01   2.10107926e-02  -4.74646366e-02
    4.60876497e-02   5.21336915e-02  -7.29891490e-02  -8.34760256e-02
   -1.84956992e-03  -6.53366611e-02]
 [  5.31809959e-02   2.77166954e-02  -2.26529478e-01   1.12299363e-01
    1.18865099e-01  -5.47785991e-02   1.79586797e-01   1.49770185e-02
   -1.59731331e-02  -1.56034071e-01]
 [  2.02572410e-02   1.68420255e-01   1.54895848e-01  -4.24341804e-02
   -2.20863280e-01  -1.88553589e-02  -1.81722423e-02   7.72808860e-02
   -1.53147529e-01  -4.17944764e-02]
 [  1.12402156e-01   8.08510018e-03   2.67715083e-03  -1.08230654e-01
   -6.92878317e-02   5.32439484e-02  -1.08926360e-01   6.88726286e-02
    2.57463658e-02   2.14374596e-02]
 [ -1.47565121e-01   1.64162155e-01   1.26019095e-01   3.89080683e-02
    1.60728772e-01  -1.56330027e-01  -1.53958101e-01  -1.36042909e-01
    1.15417730e-03   1.36478313e-01]
 [  1.71018493e-01   2.31487207e-01   9.20485625e-02   1.22436980e-01
   -5.63077311e-02  -2.57589847e-01  -8.19688785e-02  -8.79877327e-02
   -1.12322264e-01   1.46809932e-01]
 [  3.04150063e-02  -1.55957863e-01   8.80726400e-02   1.95499508e-01
   -3.86775807e-02  -1.50212611e-02  -9.84538499e-02   4.33660528e-02
    1.26229899e-01  -1.63392517e-01]
 [  4.25091310e-02   1.80817953e-02   1.22175223e-01  -8.35064403e-02
   -1.06219099e-01   2.07411710e-01   4.33563259e-03   8.62276458e-02
    1.50370959e-01  -3.54900229e-01]
 [  1.66120951e-01  -2.02534752e-01   4.20305898e-02  -3.17043991e-01
    5.15306878e-01  -1.22473422e-01  -1.29790902e-01   2.11820932e-01
    1.53428914e-01  -3.40247267e-01]
 [ -2.51201511e-01  -1.55535620e-01   4.66917296e-02  -5.12508765e-02
    4.39283120e-01  -1.93225829e-01  -1.77292635e-01   1.67605486e-01
    3.57164078e-01  -2.94580726e-01]
 [  1.89512104e-01  -3.89321440e-02  -7.66507405e-02   1.27382356e-01
    3.09297297e-01  -1.73565607e-01  -1.31189199e-01  -6.80137471e-02
    3.76696002e-02  -1.36058990e-01]
 [ -2.87162016e-01  -1.78397735e-01   2.72538066e-01  -7.29419954e-03
   -7.97640007e-02   8.31882738e-02   1.21123870e-01   1.76240378e-01
   -1.17507987e-02  -9.23226178e-02]
 [  1.25684673e-01   1.20340595e-02   2.40600950e-01  -2.20842548e-01
   -2.29177572e-02   9.35692316e-02   1.09170921e-01   1.66094950e-01
    8.90316689e-02  -8.73194003e-02]
 [  1.41940956e-01   9.34495042e-02  -1.01401435e-01  -1.02909628e-01
   -2.10495449e-01   2.03207533e-01   7.17229184e-02  -1.95605573e-01
   -1.12195267e-01   1.86963345e-02]
 [ -1.55001684e-01   1.36272311e-01  -2.07152368e-01  -5.52827023e-02
   -3.58000227e-01   7.66981690e-02   1.81977466e-01   9.40229022e-02
    2.12222505e-02   6.60573886e-02]
 [  2.38623167e-02   7.68249041e-02   4.14191117e-03   5.49425399e-02
   -6.23319276e-02   1.57078303e-01  -2.97994244e-01  -4.87784537e-02
   -3.54586118e-02  -1.62253247e-01]
 [  1.94743430e-02   5.40683729e-03   2.03249851e-01  -1.49755656e-01
   -8.62018190e-02  -1.95379774e-01   1.36064945e-01  -1.98755435e-01
    1.70248005e-02   1.55252072e-01]
 [  3.15615478e-02   2.46634897e-01   3.86784581e-01   2.09649727e-01
    5.08649733e-02   3.43637826e-02   1.10140840e-01  -7.97338464e-02
    1.45374720e-01  -2.17896813e-02]
 [  2.31684700e-02   2.33396030e-02   3.82010152e-02   7.76657437e-02
   -7.60118114e-02  -1.16306188e-01   8.94110242e-02  -1.49222783e-01
    5.66143130e-02   1.03062599e-01]
 [ -4.69335661e-02   2.11862831e-01   2.72145527e-01  -1.06195029e-01
   -8.64527035e-02  -2.81813249e-02  -1.63819554e-02   9.26290461e-02
   -2.45559630e-01   2.45849670e-02]
 [ -9.13367957e-02  -6.16207083e-05   2.03434808e-01  -3.59356246e-02
   -1.11900256e-01  -1.22995767e-01  -1.63414608e-01  -1.39376718e-01
   -2.17820330e-01   1.75189481e-02]
 [  9.03189484e-02  -2.92358561e-01   8.75345871e-02   7.27762689e-02
    4.25113078e-02   1.46527399e-01   1.79378332e-01   3.16207019e-02
   -1.06363264e-01   1.70346335e-01]]
final_inputs_run [[-1.23018647]
 [-1.2474137 ]
 [-1.29642812]
 ..., 
 [-0.19858   ]
 [-0.02190215]
 [ 0.21102894]]
final_outputs_run [[-1.23018647]
 [-1.2474137 ]
 [-1.29642812]
 ..., 
 [-0.19858   ]
 [-0.02190215]
 [ 0.21102894]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
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Progress: 1.9% ... Training loss: 0.502 ... Validation loss: 0.814[-0.78618652]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
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15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
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15427   1        0 -0.192085  1.310171  -0.821460         0         0   
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15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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final_inputs_run [[-1.24841618]
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 ..., 
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final_outputs_run [[-1.24841618]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
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15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
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16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
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...          ...  
16845          0  
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16864          0  
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16866          0  
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16869          0  
16870          0  
16871          0  
16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
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    1.26171186e-01  -1.63085448e-01]
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    2.11879608e-02   6.62227628e-02]
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   -1.10496692e-01  -1.23279604e-01  -1.63812596e-01  -1.38970325e-01
   -2.17639749e-01   1.68341865e-02]
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    4.23467940e-02   1.46515149e-01   1.79309667e-01   3.16798551e-02
   -1.06339232e-01   1.70265169e-01]]
final_inputs_run [[ 0.43390942]
 [ 0.45826301]
 [ 0.62913072]
 ..., 
 [ 0.40629924]
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final_outputs_run [[ 0.43390942]
 [ 0.45826301]
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 ..., 
 [ 0.40629924]
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Progress: 1.9% ... Training loss: 0.500 ... Validation loss: 0.816[ 1.23416056]
[ 0.37807498]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
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final_inputs_run [[-1.25177119]
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 ..., 
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final_outputs_run [[-1.25177119]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
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16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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[1440 rows x 56 columns]
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    4.63647705e-02   2.07477008e-01  -5.61422489e-02  -2.15956770e-01
   -8.46297909e-02   1.49609234e-01]
 [ -1.68436771e-02  -3.47033292e-02  -3.57467103e-03  -1.51393054e-01
    2.11123250e-01   2.41223263e-02   2.90462663e-02  -1.26334657e-01
    1.16294229e-01   6.43869322e-02]
 [  1.44671719e-01   3.47001658e-02  -2.21331139e-01  -1.90530805e-01
   -3.17274142e-01   1.71218945e-01   1.79585210e-01  -5.49486450e-02
    2.33051085e-01   1.31001012e-01]
 [  2.53809770e-02  -2.77843771e-02  -2.03945542e-01   2.07133494e-01
   -2.41760987e-01  -2.78382731e-03   1.47030549e-02   7.68538145e-02
   -1.05561363e-01   2.73127227e-01]
 [  2.09048896e-01   2.23142521e-01  -1.04721890e-01   2.67784113e-01
   -2.82709180e-01  -1.99691128e-02  -2.58931251e-02   1.23474211e-01
    9.74677681e-02   3.64472761e-01]
 [ -1.48343563e-01   9.91942340e-02  -2.22552864e-01   1.54828361e-01
   -3.45097327e-01  -8.91060428e-02  -1.09702783e-01   1.07379926e-02
    1.05275699e-01  -1.59910149e-01]
 [  1.35960289e-01   1.32423676e-03  -1.24502840e-01  -5.21062506e-02
   -2.66833852e-01  -4.37023151e-02   1.23024061e-01  -4.42301519e-02
   -1.94112533e-01   1.63824915e-01]
 [  1.62703124e-01  -1.22646121e-01  -7.00681193e-02  -7.13020654e-02
   -4.02187076e-01  -5.66418090e-02   2.12237636e-01  -1.20347409e-01
   -1.23685707e-01   1.40940933e-01]
 [ -8.33874081e-03   1.15489931e-01  -1.18480701e-01   5.78852293e-02
   -5.45232280e-02   8.39760540e-02   5.80065204e-02   1.38753763e-01
    2.61110622e-01   7.52159733e-03]
 [ -1.55441385e-01  -2.07985468e-01  -1.47062132e-02  -2.15083023e-01
    3.58037518e-01  -1.53364215e-02   1.44292540e-01   1.47441477e-02
   -5.68262922e-02  -1.01160986e-01]
 [ -3.39673457e-01  -3.36928317e-01  -2.31079647e-02  -6.33843258e-02
    3.08226488e-01  -9.82806745e-02  -2.08774366e-01   1.34509018e-01
   -1.37420358e-01  -3.46349665e-01]
 [  1.77635736e-01   2.19450430e-01   2.16154542e-02  -4.80572536e-02
    4.81591323e-02   5.17800955e-02  -7.34562076e-02  -8.30371090e-02
   -1.66216746e-03  -6.62646051e-02]
 [  5.40279234e-02   2.85965269e-02  -2.27367837e-01   1.13107349e-01
    1.16296180e-01  -5.43091157e-02   1.80254354e-01   1.43820338e-02
   -1.62346916e-02  -1.54784076e-01]
 [  2.06623516e-02   1.68858323e-01   1.54603226e-01  -4.21077107e-02
   -2.22130489e-01  -1.86286620e-02  -1.78329615e-02   7.69865363e-02
   -1.53279464e-01  -4.12127276e-02]
 [  1.12029876e-01   7.73599679e-03   3.08064488e-03  -1.08522339e-01
   -6.85426477e-02   5.30494832e-02  -1.09192619e-01   6.90935086e-02
    2.58472245e-02   2.10035294e-02]
 [ -1.48174221e-01   1.63664534e-01   1.26612036e-01   3.83409088e-02
    1.62464169e-01  -1.56665049e-01  -1.54367839e-01  -1.35625694e-01
    1.34425036e-03   1.35617848e-01]
 [  1.70610897e-01   2.31140692e-01   9.24169003e-02   1.22060756e-01
   -5.49089404e-02  -2.57807295e-01  -8.22191021e-02  -8.77442950e-02
   -1.12209679e-01   1.46269988e-01]
 [  3.04794655e-02  -1.55810246e-01   8.80040748e-02   1.95575648e-01
   -3.89799703e-02  -1.49874939e-02  -9.84179356e-02   4.33357017e-02
    1.26216465e-01  -1.63272879e-01]
 [  4.19556727e-02   1.74731197e-02   1.22753267e-01  -8.40132928e-02
   -1.04222269e-01   2.07080243e-01   3.87641628e-03   8.66540961e-02
    1.50558188e-01  -3.55647010e-01]
 [  1.64786863e-01  -2.03931118e-01   4.32226278e-02  -3.18101551e-01
    5.18381923e-01  -1.23213445e-01  -1.30903478e-01   2.12766197e-01
    1.53879611e-01  -3.42001441e-01]
 [ -2.52052072e-01  -1.56441317e-01   4.75272203e-02  -5.20667315e-02
    4.42179146e-01  -1.93685663e-01  -1.77971934e-01   1.68207291e-01
    3.57420932e-01  -2.95875271e-01]
 [  1.88814955e-01  -3.96514191e-02  -7.60222189e-02   1.26729924e-01
    3.10962216e-01  -1.73944873e-01  -1.31728483e-01  -6.75270870e-02
    3.78817164e-02  -1.36996116e-01]
 [ -2.87310580e-01  -1.78508990e-01   2.72672736e-01  -7.38720668e-03
   -7.94445362e-02   8.31407183e-02   1.21059784e-01   1.76318375e-01
   -1.17276652e-02  -9.24850029e-02]
 [  1.26034967e-01   1.23583532e-02   2.40305152e-01  -2.20577732e-01
   -2.40764807e-02   9.37495726e-02   1.09420231e-01   1.65859433e-01
    8.89287664e-02  -8.68818857e-02]
 [  1.42322672e-01   9.38467458e-02  -1.01755130e-01  -1.02570581e-01
   -2.11764384e-01   2.03420017e-01   7.20148840e-02  -1.95879219e-01
   -1.12314508e-01   1.92419848e-02]
 [ -1.54760345e-01   1.36530852e-01  -2.07383748e-01  -5.50495601e-02
   -3.58851657e-01   7.68340970e-02   1.82160330e-01   9.38561826e-02
    2.11465091e-02   6.64335333e-02]
 [  2.35863018e-02   7.65317152e-02   4.46767378e-03   5.46955269e-02
   -6.15791741e-02   1.56869441e-01  -2.98192329e-01  -4.85680372e-02
   -3.53311714e-02  -1.62623584e-01]
 [  2.08349858e-02   6.76744721e-03   2.01969484e-01  -1.48536643e-01
   -9.04491688e-02  -1.94711528e-01   1.37027624e-01  -1.99655098e-01
    1.66431434e-02   1.57138841e-01]
 [  3.13094892e-02   2.46185892e-01   3.87185810e-01   2.09239727e-01
    5.17545409e-02   3.42095398e-02   1.09762512e-01  -7.94169981e-02
    1.45496346e-01  -2.21806754e-02]
 [  2.41883323e-02   2.44376528e-02   3.72136514e-02   7.86152908e-02
   -7.96994675e-02  -1.15806205e-01   9.02174722e-02  -1.49971727e-01
    5.62822977e-02   1.04578676e-01]
 [ -4.65516914e-02   2.12451643e-01   2.71684760e-01  -1.05583923e-01
   -8.89494282e-02  -2.79002123e-02  -1.59852232e-02   9.22060905e-02
   -2.45725060e-01   2.54562500e-02]
 [ -9.17227640e-02  -5.41730351e-04   2.03919805e-01  -3.63667733e-02
   -1.10928867e-01  -1.23288322e-01  -1.63820189e-01  -1.38955892e-01
   -2.17634689e-01   1.68775258e-02]
 [  9.02283144e-02  -2.92389421e-01   8.76321167e-02   7.26937346e-02
    4.25712289e-02   1.46492796e-01   1.79272326e-01   3.17114280e-02
   -1.06321394e-01   1.70157798e-01]]
final_inputs_run [[ 0.42682552]
 [ 0.44459613]
 [ 0.61356588]
 ..., 
 [ 0.39040519]
 [ 0.04640281]
 [ 0.04213111]]
final_outputs_run [[ 0.42682552]
 [ 0.44459613]
 [ 0.61356588]
 ..., 
 [ 0.39040519]
 [ 0.04640281]
 [ 0.04213111]]
Progress: 1.9% ... Training loss: 0.498 ... Validation loss: 0.817[-0.104029]
[ 0.11129073]
[-0.13613278]
[-0.06775532]
[-0.39232205]
[-0.69038334]
[-0.70297247]
[-0.84570087]
[ 0.92731625]
[ 0.72801955]
[ 0.2990751]
[-0.96106189]
[-0.29327334]
[-0.33330465]
[-0.19563019]
[ 0.21829444]
[ 0.20968113]
[-0.59624997]
[ 0.57588151]
[ 0.13276529]
[ 0.12440884]
[-0.49139897]
[-0.0391139]
[-0.8538721]
[ 0.09245441]
[-0.08354922]
[-1.0504609]
[-0.02726755]
[ 0.15812155]
[-0.37192008]
[ 0.18844172]
[-0.33455122]
[ 0.31141026]
[-0.05555047]
[-0.1046472]
[-0.0526092]
[-0.01933739]
[-0.18431482]
[ 0.8545853]
[-0.30303419]
[ 1.11644539]
[-0.78525768]
[-0.5571474]
[-0.24643175]
[-1.09920673]
[-0.14611566]
[ 1.0716767]
[ 0.10466547]
[ 0.10543893]
[ 1.87027745]
[ 1.88878742]
[-0.18934427]
[ 0.35277984]
[-0.47932934]
[-0.2174361]
[-0.24711961]
[-0.03715077]
[ 0.01107663]
[ 2.55219761]
[ 0.144875]
[ 1.35742713]
[ 1.94333961]
[-0.10417222]
[ 0.31487329]
[-0.51749158]
[-0.82728242]
[-0.61273165]
[ 0.0462159]
[-0.21744966]
[ 0.10443829]
[ 0.54981263]
[-0.59649495]
[-0.99887808]
[-0.35412164]
[ 1.27177234]
[ 0.0964416]
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[ 1.15031787]
[ 0.07820872]
[-0.2647979]
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[ 0.54001107]
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[ 0.63318093]
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[ 0.46369084]
[ 0.72755954]
[ 1.021938]
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[ 1.2184232]
[ 0.74406904]
[ 0.77851005]
[-0.38455679]
[-0.86924013]
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[ 0.1599046]
[ 0.21300373]
[ 2.45648595]
[ 1.4940076]
[-0.5316066]
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[ 0.66206261]
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[ 0.39593529]
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[ 0.09666619]
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[ 0.06962963]
[ 0.02573868]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
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    1.50628856e-01  -3.55944809e-01]
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    1.54123956e-01  -3.43165102e-01]
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    4.42218137e-01  -1.93693361e-01  -1.77983978e-01   1.68217004e-01
    3.57425566e-01  -2.95895617e-01]
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    3.11694229e-01  -1.74077861e-01  -1.31957926e-01  -6.73230849e-02
    3.79664095e-02  -1.37421759e-01]
 [ -2.87430939e-01  -1.78629639e-01   2.72786852e-01  -7.50007246e-03
   -7.91045083e-02   8.30748492e-02   1.20971468e-01   1.76398171e-01
   -1.16934560e-02  -9.26568268e-02]
 [  1.26248830e-01   1.25778689e-02   2.40113372e-01  -2.20383712e-01
   -2.47804404e-02   9.38736896e-02   1.09588527e-01   1.65715032e-01
    8.88630060e-02  -8.65575308e-02]
 [  1.42420635e-01   9.39492324e-02  -1.01830764e-01  -1.02501672e-01
   -2.12120175e-01   2.03471977e-01   7.20852495e-02  -1.95948283e-01
   -1.12343320e-01   1.93820514e-02]
 [ -1.54355187e-01   1.37047989e-01  -2.07870656e-01  -5.46081761e-02
   -3.60556471e-01   7.70940392e-02   1.82531374e-01   9.35184044e-02
    2.10010485e-02   6.71157514e-02]
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   -6.59106884e-02   1.57531447e-01  -2.97299009e-01  -4.93891297e-02
   -3.56714784e-02  -1.60812948e-01]
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   -9.04119247e-02  -1.94770767e-01   1.36975963e-01  -1.99597110e-01
    1.66696938e-02   1.57028227e-01]
 [  3.20196980e-02   2.46950390e-01   3.86641378e-01   2.09904531e-01
    4.96884285e-02   3.45869821e-02   1.10300894e-01  -7.98969579e-02
    1.45287025e-01  -2.11834082e-02]
 [  2.38014633e-02   2.40714678e-02   3.75776837e-02   7.82572686e-02
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 [  9.03591377e-02  -2.92285577e-01   8.75485719e-02   7.27641729e-02
    4.22257574e-02   1.46547407e-01   1.79295638e-01   3.16837842e-02
   -1.06337936e-01   1.70332094e-01]]
final_inputs_run [[ 0.4450552 ]
 [ 0.45615963]
 [ 0.62409074]
 ..., 
 [ 0.4026108 ]
 [ 0.05848545]
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final_outputs_run [[ 0.4450552 ]
 [ 0.45615963]
 [ 0.62409074]
 ..., 
 [ 0.4026108 ]
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 [ 0.06053634]]
Progress: 1.9% ... Training loss: 0.498 ... Validation loss: 0.812[ 0.96831505]
[ 0.75330809]
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[ 0.49406812]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
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29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
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15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
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9              1  
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...          ...  
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15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.74698980e-01  -2.16816290e-01   1.40627921e-01  -1.75282168e-01
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   -2.32637070e-02  -2.84617128e-01   1.92526078e-03  -3.89082057e-02
    1.18903838e-01   8.57712365e-02]
 [  2.53247633e-01   1.24603651e-01   5.90132362e-02   1.17001775e-01
   -1.82851088e-01  -5.71587456e-02   3.58763426e-02   1.03784525e-01
    4.50102266e-02   7.51353692e-02]
 [ -1.90094563e-01  -2.72552364e-02  -5.90983787e-02  -6.80521558e-02
    2.75031949e-01   6.44670753e-02  -4.66355274e-02   2.01862877e-01
   -6.41831683e-02   5.28856991e-02]
 [ -1.01851408e-01  -9.77775642e-02  -4.59178482e-02  -7.69551294e-02
   -1.28736998e-01  -6.90402213e-02   2.72388978e-01   9.49965568e-02
    1.99659474e-01  -6.14537226e-05]
 [ -1.34726225e-01   9.21837923e-02  -1.32430183e-01   6.94507804e-02
    2.17556918e-01  -1.21901234e-01  -1.86707429e-01   3.44012969e-02
   -2.42367997e-01   1.00785306e-02]
 [ -1.47559591e-01   5.86383919e-02   2.96628796e-03  -1.38205841e-01
   -6.27935992e-02  -2.53152416e-02   5.62164929e-02   6.96015426e-02
   -1.82173058e-01   1.45077455e-01]
 [  2.54051529e-01  -2.15463776e-01  -8.67803165e-02   7.77364533e-02
    1.57202635e-01   4.18019040e-02  -5.67139511e-02  -6.09756052e-02
    2.54186348e-01   2.41507770e-02]
 [ -9.32654659e-02   1.48861984e-01  -4.77299160e-02   2.33316527e-02
    1.22147910e-01  -9.81565880e-02  -6.99421404e-04  -2.70319034e-02
    4.65106636e-02   1.32712415e-01]
 [  8.83644715e-02   1.45375865e-01  -2.00059783e-02  -3.94811216e-03
    5.03303218e-02  -3.79628795e-02  -2.50096328e-01   2.48561366e-01
   -1.41577107e-01  -2.30077103e-02]
 [ -3.60534568e-02   2.89257485e-01  -1.10570689e-01   3.28617853e-02
    8.33229854e-02  -5.35682891e-02  -8.66137952e-02  -2.59510166e-01
   -7.97284231e-02  -1.35235292e-01]
 [ -6.09989178e-02   1.51796663e-01  -1.01309858e-01  -2.88498193e-01
   -2.05085466e-01  -3.06109814e-01   4.77845896e-02  -8.65380373e-02
   -8.71521402e-02  -1.60470418e-01]
 [  5.95004200e-02   4.52205910e-03  -5.02487428e-02  -1.12464311e-01
   -6.76540772e-02  -3.91438406e-02   4.96274328e-02   5.33011815e-02
    2.29083712e-03   7.86485711e-02]
 [ -1.75282504e-01  -2.30329396e-03   9.40231997e-03   1.08237858e-01
   -2.23472046e-01   9.28698047e-02   5.98859753e-02   2.03612558e-01
    1.32035535e-01   3.96393518e-03]
 [ -8.33052087e-02   2.03936663e-01   1.87444826e-01   4.33262141e-02
   -9.08173661e-02   7.19365780e-02   1.46289652e-01  -1.72863181e-01
    1.83519374e-01   1.91035238e-02]
 [  2.13747213e-01  -5.58824048e-02  -2.67170779e-02  -2.04762852e-01
   -4.40831225e-02   1.59677132e-01  -3.61958814e-02  -3.14612989e-02
    1.04909402e-01   9.04307825e-02]
 [  2.77547207e-02   2.23250285e-02  -2.48546946e-01  -2.30782766e-01
    3.29043926e-01  -1.06258939e-01   1.01578105e-01   6.34991988e-02
   -2.31936499e-03  -8.52390437e-02]
 [ -1.57885207e-01   9.46726096e-02  -2.24867906e-01   6.01901579e-02
    2.04846211e-01  -6.56029337e-02   5.82516009e-02  -9.44995147e-02
    2.12534757e-01   1.83919845e-01]
 [  1.04045698e-01   1.86835539e-01   3.54222852e-02  -6.07372440e-02
    4.76044842e-02   2.07275938e-01  -5.64099622e-02  -2.15708332e-01
   -8.45337738e-02   1.49095976e-01]
 [ -1.68270401e-02  -3.46783204e-02  -3.59970697e-03  -1.51368667e-01
    2.11013898e-01   2.41345880e-02   2.90689532e-02  -1.26353611e-01
    1.16289588e-01   6.44385026e-02]
 [  1.45228921e-01   3.52437994e-02  -2.21836181e-01  -1.90038692e-01
   -3.19070574e-01   1.71515426e-01   1.79971546e-01  -5.52988802e-02
    2.32904704e-01   1.31785363e-01]
 [  2.60420631e-02  -2.71078665e-02  -2.04558938e-01   2.07735456e-01
   -2.43969372e-01  -2.42936887e-03   1.51827385e-02   7.64102195e-02
   -1.05741802e-01   2.74089975e-01]
 [  2.09819732e-01   2.23873091e-01  -1.05391333e-01   2.68458503e-01
   -2.85222661e-01  -1.95790080e-02  -2.53601476e-02   1.22983298e-01
    9.72601946e-02   3.65516554e-01]
 [ -1.47820307e-01   9.97272889e-02  -2.23041514e-01   1.55336023e-01
   -3.46864787e-01  -8.88240088e-02  -1.09297088e-01   1.03681271e-02
    1.05124963e-01  -1.59130428e-01]
 [  1.37061204e-01   2.40581397e-03  -1.25505487e-01  -5.11226327e-02
   -2.70352467e-01  -4.31146957e-02   1.23788386e-01  -4.49410510e-02
   -1.94415136e-01   1.65377259e-01]
 [  1.63100225e-01  -1.22254952e-01  -7.04095391e-02  -7.09523373e-02
   -4.03356045e-01  -5.64323754e-02   2.12508525e-01  -1.20601017e-01
   -1.23794399e-01   1.41480722e-01]
 [ -7.62469312e-03   1.16182746e-01  -1.19097913e-01   5.85176098e-02
   -5.67497620e-02   8.43350157e-02   5.84983413e-02   1.38319876e-01
    2.60937729e-01   8.50946897e-03]
 [ -1.55479705e-01  -2.08013164e-01  -1.47128996e-02  -2.15103913e-01
    3.57879734e-01  -1.53444400e-02   1.44286767e-01   1.47535982e-02
   -5.68198254e-02  -1.01190049e-01]
 [ -3.42278811e-01  -3.39887649e-01  -2.03856504e-02  -6.60454038e-02
    3.16319906e-01  -9.97438542e-02  -2.10907590e-01   1.36436493e-01
   -1.36595360e-01  -3.50169543e-01]
 [  1.76952425e-01   2.18741813e-01   2.23278447e-02  -4.87552146e-02
    5.03388804e-02   5.13806696e-02  -7.39950162e-02  -8.25455515e-02
   -1.45428309e-03  -6.73096000e-02]
 [  5.37407984e-02   2.83063228e-02  -2.27088266e-01   1.12841430e-01
    1.17213732e-01  -5.44737270e-02   1.80021834e-01   1.45910910e-02
   -1.61460553e-02  -1.55202714e-01]
 [  2.09521679e-02   1.69179394e-01   1.54358437e-01  -4.18239577e-02
   -2.22996989e-01  -1.84699398e-02  -1.75972070e-02   7.67793199e-02
   -1.53371218e-01  -4.07919913e-02]
 [  1.12506223e-01   8.25822149e-03   2.75427336e-03  -1.08188038e-01
   -7.01130825e-02   5.33389207e-02  -1.08756656e-01   6.87115602e-02
    2.56835968e-02   2.17458500e-02]
 [ -1.47738943e-01   1.64074516e-01   1.26268561e-01   3.86766128e-02
    1.61161869e-01  -1.56479839e-01  -1.54066675e-01  -1.35887682e-01
    1.22921316e-03   1.36210991e-01]
 [  1.69844798e-01   2.30434822e-01   9.31895008e-02   1.21379554e-01
   -5.26395409e-02  -2.58216954e-01  -8.28231309e-02  -8.72123246e-02
   -1.11972706e-01   1.45196570e-01]
 [  3.07484104e-02  -1.55470875e-01   8.78163439e-02   1.95786165e-01
   -3.99793033e-02  -1.48355122e-02  -9.81694642e-02   4.31234017e-02
    1.26115704e-01  -1.62841724e-01]
 [  4.15860805e-02   1.70829259e-02   1.23114783e-01  -8.43302288e-02
   -1.03248002e-01   2.06864785e-01   3.57611856e-03   8.69154651e-02
    1.50675840e-01  -3.56090982e-01]
 [  1.62452390e-01  -2.06271915e-01   4.52721911e-02  -3.19857192e-01
    5.24619543e-01  -1.24448530e-01  -1.32676632e-01   2.14290795e-01
    1.54575074e-01  -3.44940403e-01]
 [ -2.52432613e-01  -1.56893126e-01   4.79927302e-02  -5.25033024e-02
    4.43012446e-01  -1.93926152e-01  -1.78336404e-01   1.68522900e-01
    3.57538094e-01  -2.96547143e-01]
 [  1.87879677e-01  -4.05427339e-02  -7.51426543e-02   1.25900630e-01
    3.13785410e-01  -1.74419346e-01  -1.32435149e-01  -6.68916422e-02
    3.81476466e-02  -1.38329993e-01]
 [ -2.87797704e-01  -1.79059485e-01   2.73130492e-01  -7.89332683e-03
   -7.77623691e-02   8.28457704e-02   1.20669421e-01   1.76676395e-01
   -1.15773642e-02  -9.32422446e-02]
 [  1.26459530e-01   1.27778059e-02   2.39947975e-01  -2.20220162e-01
   -2.54762578e-02   9.39802606e-02   1.09734756e-01   1.65585697e-01
    8.88072085e-02  -8.62747574e-02]
 [  1.42439292e-01   9.39559039e-02  -1.01826024e-01  -1.02496248e-01
   -2.12175086e-01   2.03479557e-01   7.20897692e-02  -1.95952869e-01
   -1.12345581e-01   1.93936739e-02]
 [ -1.54213399e-01   1.37200149e-01  -2.08014933e-01  -5.44629543e-02
   -3.61091393e-01   7.71774621e-02   1.82645057e-01   9.34156447e-02
    2.09559278e-02   6.73431663e-02]
 [  2.51685955e-02   7.81229521e-02   2.97035916e-03   5.62192653e-02
   -6.72516897e-02   1.57702011e-01  -2.97107943e-01  -4.95636601e-02
   -3.57387844e-02  -1.60176236e-01]
 [  2.10582948e-02   7.01724778e-03   2.01857405e-01  -1.48312973e-01
   -9.16871796e-02  -1.94629107e-01   1.37214419e-01  -1.99825644e-01
    1.65792294e-02   1.57500530e-01]
 [  3.20670159e-02   2.46929620e-01   3.86653727e-01   2.09889564e-01
    4.98237568e-02   3.45415439e-02   1.10271505e-01  -7.98812055e-02
    1.45288556e-01  -2.11584507e-02]
 [  2.28935994e-02   2.30495128e-02   3.85825496e-02   7.72895999e-02
   -7.60782954e-02  -1.16491797e-01   8.91476159e-02  -1.49011902e-01
    5.66730653e-02   1.02597085e-01]
 [ -4.66765702e-02   2.12128568e-01   2.72090208e-01  -1.05802124e-01
   -8.91358559e-02  -2.80525199e-02  -1.62342508e-02   9.23382616e-02
   -2.45632471e-01   2.53033972e-02]
 [ -9.34711827e-02  -2.32088372e-03   2.05683364e-01  -3.80593803e-02
   -1.06504617e-01  -1.24204399e-01  -1.65094366e-01  -1.37782497e-01
   -2.17119476e-01   1.45905812e-02]
 [  8.92289591e-02  -2.93360258e-01   8.85303534e-02   7.17860107e-02
    4.54177666e-02   1.45992468e-01   1.78463126e-01   3.24365867e-02
   -1.06012888e-01   1.68722430e-01]]
final_inputs_run [[-1.21012322]
 [-1.22744807]
 [-1.27789064]
 ..., 
 [-0.16729728]
 [ 0.01336771]
 [ 0.24604583]]
final_outputs_run [[-1.21012322]
 [-1.22744807]
 [-1.27789064]
 ..., 
 [-0.16729728]
 [ 0.01336771]
 [ 0.24604583]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
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final_inputs_run [[ 0.4894994 ]
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 ..., 
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final_outputs_run [[ 0.4894994 ]
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 ..., 
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Progress: 1.9% ... Training loss: 0.498 ... Validation loss: 0.805[ 0.43192781]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
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15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
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15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
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15422          0          0          1          0          0          0   
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15424          0          0          1          0          0          0   
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15427          0          0          0          1          0          0   
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15429          0          0          0          1          0          0   
15430          0          0          0          1          0          0   
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15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
12             1  
13             1  
14             1  
15             1  
16             1  
17             1  
18             1  
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20             1  
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22             1  
23             1  
24             0  
25             0  
26             0  
27             0  
28             0  
29             0  
...          ...  
15405          0  
15406          0  
15407          0  
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15426          0  
15427          0  
15428          0  
15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[-0.37328994 -0.21520071  0.13919882 -0.1738585   0.44094815 -0.12104756
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final_inputs_run [[-1.22788937]
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 ..., 
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final_outputs_run [[-1.22788937]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
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15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
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15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
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...          ...  
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16866          0  
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16869          0  
16870          0  
16871          0  
16872          0  
16873          0  
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[1440 rows x 56 columns]
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 [-0.15546737 -0.20800246 -0.01472158 -0.21509271  0.35790085 -0.01533527
   0.14430622  0.01473586 -0.05682314 -0.10117631]
 [-0.3429181  -0.34059723 -0.01971793 -0.06670223  0.31883051 -0.10009968
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 [ 0.17671397  0.21847989  0.02257638 -0.04899479  0.05115003  0.05124402
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 [ 0.11241632  0.00817858  0.002856   -0.10826791 -0.06980665  0.05327591
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 [-0.14792845  0.163945    0.12647348  0.03850678  0.16176265 -0.15657992
  -0.15414693 -0.13577308  0.00128218  0.13595645]
 [ 0.16943195  0.23001385  0.09357647  0.12100096 -0.05127784 -0.25841907
  -0.08313348 -0.08691776 -0.1118442   0.1446067 ]
 [ 0.03092617 -0.15525543  0.0876334   0.19599089 -0.04061212 -0.01472459
  -0.09800146  0.04296881  0.12604728 -0.16254164]
 [ 0.04142389  0.01692792  0.12326416 -0.08447497 -0.1027173   0.20678126
   0.00346105  0.08702541  0.15072132 -0.35629462]
 [ 0.16150585 -0.20719566  0.04615876 -0.32060194  0.52694397 -0.12492812
  -0.13340441  0.21490288  0.15486546 -0.34614569]
 [-0.25307056 -0.15752569  0.04856848 -0.05305419  0.44503592 -0.19424682
  -0.17883559  0.1689837   0.35773078 -0.2974451 ]
 [ 0.18732129 -0.04108124 -0.07464995  0.12540098  0.31534821 -0.17470498
  -0.1328564  -0.06648858  0.03831208 -0.13908764]
 [-0.28782359 -0.17910936  0.27316909 -0.00793394 -0.0776072   0.08281826
   0.12063381  0.17670947 -0.01156311 -0.09331111]
 [ 0.12656762  0.01290275  0.23982887 -0.22013184 -0.02579543  0.09404804
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 [ 0.14258562  0.09412515 -0.10198226 -0.10237385 -0.21272548  0.2035658
   0.07220922 -0.19606867 -0.11239415  0.01958311]
 [-0.15411806  0.13730742 -0.2081247  -0.05436066 -0.36145693  0.07723784
   0.18272783  0.0933392   0.02092218  0.06750741]
 [ 0.02541059  0.07842001  0.00274151  0.05643059 -0.06798067  0.15786337
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 [ 0.02137418  0.00733394  0.20157252 -0.1480178  -0.09264372 -0.19445157
   0.13742141 -0.20001837  0.01649421  0.15799077]
 [ 0.0329334   0.24789405  0.38574158  0.21080456  0.04654701  0.03502728
   0.1109738  -0.08054676  0.1449923  -0.01974434]
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 [-0.04668428  0.21208294  0.27217349 -0.10585676 -0.08918343 -0.02809942
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 [-0.09370184 -0.0025597   0.20589609 -0.03831227 -0.10567957 -0.124348
  -0.1652784  -0.13760819 -0.21704431  0.0142456 ]
 [ 0.08932594 -0.29326193  0.08841408  0.07186953  0.04511265  0.14604746
   0.17853039  0.03236851 -0.10604144  0.16884613]]
final_inputs_run [[ 0.47275239]
 [ 0.47817347]
 [ 0.64316623]
 ..., 
 [ 0.42530732]
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final_outputs_run [[ 0.47275239]
 [ 0.47817347]
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 ..., 
 [ 0.42530732]
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Progress: 1.9% ... Training loss: 0.496 ... Validation loss: 0.807[ 0.26472559]
[-0.38704173]
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[ 1.55478717]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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6             0         0             1    ...          0      0      0   
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10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
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15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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6              0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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1              1  
2              1  
3              1  
4              1  
5              1  
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...          ...  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.72386492e-01  -2.14424214e-01   1.38495871e-01  -1.73177699e-01
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 [ -6.72596887e-02  -5.37851095e-02   1.29663281e-03   1.60892466e-01
   -3.06764105e-02  -2.83502393e-01   3.37536443e-03  -4.03028822e-02
    1.18301157e-01   8.90248443e-02]
 [  2.53100898e-01   1.24391958e-01   5.92255779e-02   1.16845715e-01
   -1.83781812e-01  -5.72031311e-02   3.56068313e-02   1.03877518e-01
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 [ -1.90005159e-01  -2.71073407e-02  -5.91471606e-02  -6.80254308e-02
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   -6.42115786e-02   5.30604939e-02]
 [ -1.01514422e-01  -9.75864748e-02  -4.60402802e-02  -7.67041065e-02
   -1.31182802e-01  -6.88167109e-02   2.72317993e-01   9.49041441e-02
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 [ -1.33816746e-01   9.32166569e-02  -1.33256571e-01   7.03062100e-02
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   -1.82548461e-01   1.46979889e-01]
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    1.57202635e-01   4.18019040e-02  -5.67139511e-02  -6.09756052e-02
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 [ -9.28791921e-02   1.49208821e-01  -4.80596920e-02   2.36361524e-02
    1.20947769e-01  -9.79736445e-02  -4.51069189e-04  -2.72626449e-02
    4.64174344e-02   1.33204987e-01]
 [  8.84782817e-02   1.45460029e-01  -2.00791636e-02  -3.86826549e-03
    4.99816674e-02  -3.79243103e-02  -2.50046234e-01   2.48512768e-01
   -1.41597461e-01  -2.28528025e-02]
 [ -3.53039606e-02   2.90032890e-01  -1.11049289e-01   3.33328775e-02
    8.09335394e-02  -5.31875331e-02  -8.60454439e-02  -2.59999639e-01
   -7.99235968e-02  -1.34275651e-01]
 [ -6.13810595e-02   1.51351170e-01  -1.00953512e-01  -2.88780911e-01
   -2.03686055e-01  -3.06300198e-01   4.74283026e-02  -8.62049203e-02
   -8.70103678e-02  -1.60945356e-01]
 [  6.01868554e-02   5.31402361e-03  -5.09224188e-02  -1.11759295e-01
   -7.03875240e-02  -3.87653715e-02   5.01497997e-02   5.27797106e-02
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 [ -1.74608630e-01  -1.70082264e-03   8.76780157e-03   1.08839445e-01
   -2.25945490e-01   9.31912771e-02   6.03157911e-02   2.03133296e-01
    1.31858178e-01   4.94683505e-03]
 [ -8.17412513e-02   2.05577558e-01   1.85958629e-01   4.47447580e-02
   -9.60783483e-02   7.28153538e-02   1.47442068e-01  -1.73957534e-01
    1.83063017e-01   2.12823622e-02]
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   -4.27536048e-02   1.59375011e-01  -3.66300243e-02  -3.10940965e-02
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    2.12591778e-01   1.83599152e-01]
 [  1.03522419e-01   1.86343054e-01   3.58844193e-02  -6.12035597e-02
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   -8.43768464e-02   1.48415953e-01]
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   -3.22097274e-01   1.71995212e-01   1.80604837e-01  -5.58960959e-02
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   -2.47327893e-01  -1.91474377e-03   1.58967599e-02   7.57405989e-02
   -1.06033619e-01   2.75492316e-01]
 [  2.10868044e-01   2.24893997e-01  -1.06355052e-01   2.69361666e-01
   -2.88697309e-01  -1.90399314e-02  -2.46200197e-02   1.22302127e-01
    9.69658078e-02   3.66953102e-01]
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   -3.51384599e-01  -8.81253950e-02  -1.08321163e-01   9.44931354e-03
    1.04743309e-01  -1.57207585e-01]
 [  1.38620449e-01   3.93160506e-03  -1.26966463e-01  -4.97143675e-02
   -2.75426923e-01  -4.22932235e-02   1.24881265e-01  -4.59948180e-02
   -1.94865801e-01   1.67617022e-01]
 [  1.63729138e-01  -1.21622489e-01  -7.09877664e-02  -7.03812738e-02
   -4.05442449e-01  -5.61157104e-02   2.12938122e-01  -1.21024943e-01
   -1.23976016e-01   1.42362659e-01]
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   -5.83521917e-02   8.45833027e-02   5.88325194e-02   1.37997370e-01
    2.60799119e-01   9.19276213e-03]
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    3.55378203e-01  -1.49020517e-02   1.44871445e-01   1.41934128e-02
   -5.70385815e-02  -1.00053584e-01]
 [ -3.44087558e-01  -3.41841457e-01  -1.85495840e-02  -6.78264902e-02
    3.22748841e-01  -1.00714304e-01  -2.12332536e-01   1.37722940e-01
   -1.36020342e-01  -3.52894702e-01]
 [  1.76317590e-01   2.18124727e-01   2.29527660e-02  -4.93636927e-02
    5.23094358e-02   5.10308748e-02  -7.44677918e-02  -8.21036961e-02
   -1.26605207e-03  -6.82486841e-02]
 [  5.43559448e-02   2.90788780e-02  -2.27774143e-01   1.13509276e-01
    1.14892076e-01  -5.40992303e-02   1.80607593e-01   1.40586879e-02
   -1.63817212e-02  -1.54172386e-01]
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   -2.23019014e-01  -1.84498032e-02  -1.75663287e-02   7.67630795e-02
   -1.53382708e-01  -4.07293575e-02]
 [  1.12355120e-01   8.13361671e-03   2.89918513e-03  -1.08305522e-01
   -6.96550453e-02   5.32472155e-02  -1.08865356e-01   6.88129582e-02
    2.57298118e-02   2.15373693e-02]
 [ -1.48230837e-01   1.63644168e-01   1.26775226e-01   3.82198202e-02
    1.62471696e-01  -1.56766940e-01  -1.54380817e-01  -1.35553724e-01
    1.37648075e-03   1.35495623e-01]
 [  1.69110785e-01   2.29637167e-01   9.39122021e-02   1.20690560e-01
   -5.00866306e-02  -2.58582977e-01  -8.34121961e-02  -8.66556753e-02
   -1.11731205e-01   1.44130883e-01]
 [  3.13405402e-02  -1.54791454e-01   8.72363632e-02   1.96403770e-01
   -4.20924228e-02  -1.44878116e-02  -9.76325131e-02   4.26287567e-02
    1.25903495e-01  -1.61917895e-01]
 [  4.13449579e-02   1.68241882e-02   1.23337996e-01  -8.45509887e-02
   -1.02346233e-01   2.06728788e-01   3.37740003e-03   8.70992898e-02
    1.50755036e-01  -3.56409213e-01]
 [  1.61228152e-01  -2.07472722e-01   4.64337557e-02  -3.20822369e-01
    5.27794440e-01  -1.25063904e-01  -1.33626550e-01   2.15106573e-01
    1.54955682e-01  -3.46524631e-01]
 [ -2.53566370e-01  -1.58144518e-01   4.90852745e-02  -5.35965450e-02
    4.46533235e-01  -1.94566687e-01  -1.79309301e-01   1.69388334e-01
    3.57905343e-01  -2.98238274e-01]
 [  1.86829424e-01  -4.15813007e-02  -7.41683833e-02   1.24952406e-01
    3.16699396e-01  -1.74955078e-01  -1.33227820e-01  -6.61510161e-02
    3.84603532e-02  -1.39809551e-01]
 [ -2.87953483e-01  -1.79283392e-01   2.73327029e-01  -8.09212536e-03
   -7.70098932e-02   8.27271193e-02   1.20510838e-01   1.76820209e-01
   -1.15159734e-02  -9.35597637e-02]
 [  1.26738847e-01   1.30861033e-02   2.39650414e-01  -2.19955452e-01
   -2.64357853e-02   9.41528828e-02   1.09974599e-01   1.65372308e-01
    8.87110564e-02  -8.58144663e-02]
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   -2.13296713e-01   2.03666275e-01   7.23529899e-02  -1.96199306e-01
   -1.12449701e-01   1.98682238e-02]
 [ -1.53623148e-01   1.37829869e-01  -2.08614664e-01  -5.39085048e-02
   -3.63116346e-01   7.75005912e-02   1.83093337e-01   9.30009312e-02
    2.07757643e-02   6.82282679e-02]
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   -7.14714879e-02   1.58490733e-01  -2.96116693e-01  -5.04341780e-02
   -3.60968917e-02  -1.58367038e-01]
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   -9.29274449e-02  -1.94420127e-01   1.37473801e-01  -2.00089218e-01
    1.64677702e-02   1.58230558e-01]
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    4.76426182e-02   3.47733717e-02   1.10603532e-01  -8.02396116e-02
    1.45124675e-01  -2.03573800e-02]
 [  2.31159192e-02   2.33317114e-02   3.84529751e-02   7.75565175e-02
   -7.79732683e-02  -1.16369571e-01   8.92813783e-02  -1.49160817e-01
    5.66199780e-02   1.03054522e-01]
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   -9.12809744e-02  -2.76996449e-02  -1.58172576e-02   9.18684084e-02
   -2.45790363e-01   2.61559414e-02]
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   -1.04152678e-01  -1.24620675e-01  -1.65678074e-01  -1.37252621e-01
   -2.16885649e-01   1.35306589e-02]
 [  8.93793724e-02  -2.93208311e-01   8.83697333e-02   7.19374381e-02
    4.45238921e-02   1.46078466e-01   1.78540633e-01   3.23427295e-02
   -1.06052692e-01   1.68897621e-01]]
final_inputs_run [[-1.26735543]
 [-1.28489126]
 [-1.3370735 ]
 ..., 
 [-0.22061519]
 [-0.04097532]
 [ 0.19333519]]
final_outputs_run [[-1.26735543]
 [-1.28489126]
 [-1.3370735 ]
 ..., 
 [-0.22061519]
 [-0.04097532]
 [ 0.19333519]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
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final_inputs_run [[ 0.44537546]
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 ..., 
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final_outputs_run [[ 0.44537546]
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Progress: 2.0% ... Training loss: 0.494 ... Validation loss: 0.812[-0.70408013]
[-1.1568225]
[ 0.16932325]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
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19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15414         0         1             0    ...          0      0      0   
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15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
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15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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6              0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
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...          ...  
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[15435 rows x 56 columns]
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 [  1.02826526e-01   1.85692438e-01   3.64992720e-02  -6.18116637e-02
    5.14437202e-02   2.06622652e-01  -5.72761402e-02  -2.14918391e-01
   -8.41980091e-02   1.47461998e-01]
 [ -1.68692106e-02  -3.47145280e-02  -3.57154721e-03  -1.51399031e-01
    2.11089208e-01   2.41160657e-02   2.90309316e-02  -1.26330304e-01
    1.16301377e-01   6.43396799e-02]
 [  1.46292190e-01   3.62717578e-02  -2.22802730e-01  -1.89137427e-01
   -3.22559071e-01   1.72072760e-01   1.80706670e-01  -5.59885980e-02
    2.32615353e-01   1.33251731e-01]
 [  2.78476665e-02  -2.53335686e-02  -2.06200768e-01   2.09357289e-01
   -2.49804189e-01  -1.48067645e-03   1.64780573e-02   7.52250909e-02
   -1.06254021e-01   2.76638740e-01]
 [  2.11256335e-01   2.25274305e-01  -1.06657477e-01   2.69680840e-01
   -2.89919608e-01  -1.88351720e-02  -2.43405010e-02   1.22054106e-01
    9.68643160e-02   3.67491299e-01]
 [ -1.46348939e-01   1.01215771e-01  -2.24405434e-01   1.56748872e-01
   -3.51983696e-01  -8.80299150e-02  -1.08192446e-01   9.33352589e-03
    1.04698692e-01  -1.56971146e-01]
 [  1.39305739e-01   4.61602704e-03  -1.27597142e-01  -4.90954540e-02
   -2.77574437e-01  -4.19251801e-02   1.25375106e-01  -4.64322848e-02
   -1.95052844e-01   1.68553328e-01]
 [  1.63945910e-01  -1.21364965e-01  -7.12175048e-02  -7.01459492e-02
   -4.06274724e-01  -5.59865835e-02   2.13126716e-01  -1.21190747e-01
   -1.24043973e-01   1.42728948e-01]
 [ -7.16113257e-03   1.16634880e-01  -1.19527133e-01   5.89345202e-02
   -5.83408806e-02   8.45728345e-02   5.88128098e-02   1.38014065e-01
    2.60804319e-01   9.15743748e-03]
 [ -1.54506662e-01  -2.07080989e-01  -1.54631897e-02  -2.14406414e-01
    3.54900871e-01  -1.48274781e-02   1.44964604e-01   1.41002503e-02
   -5.70776814e-02  -9.98596683e-02]
 [ -3.44779458e-01  -3.42678671e-01  -1.77649381e-02  -6.86083095e-02
    3.25373704e-01  -1.01156468e-01  -2.12958330e-01   1.38267911e-01
   -1.35779556e-01  -3.54060639e-01]
 [  1.76058129e-01   2.17845624e-01   2.32098580e-02  -4.96189497e-02
    5.31754058e-02   5.08816819e-02  -7.46714702e-02  -8.19225582e-02
   -1.19172909e-03  -6.86358937e-02]
 [  5.43993818e-02   2.91213163e-02  -2.27818533e-01   1.13551257e-01
    1.14751654e-01  -5.40775189e-02   1.80643384e-01   1.40269386e-02
   -1.63952130e-02  -1.54109505e-01]
 [  2.13113202e-02   1.69620237e-01   1.54042748e-01  -4.14952787e-02
   -2.24175841e-01  -1.82711505e-02  -1.72989139e-02   7.65345264e-02
   -1.53483374e-01  -4.02144240e-02]
 [  1.12444036e-01   8.23528656e-03   2.82468747e-03  -1.08226835e-01
   -7.00128050e-02   5.33034716e-02  -1.08782543e-01   6.87478782e-02
    2.56994570e-02   2.16874605e-02]
 [ -1.48812619e-01   1.63075758e-01   1.27285148e-01   3.77147739e-02
    1.63883364e-01  -1.57068446e-01  -1.54772254e-01  -1.35181987e-01
    1.53418842e-03   1.34702614e-01]
 [  1.68502827e-01   2.29159270e-01   9.44578139e-02   1.20182924e-01
   -4.84505564e-02  -2.58878598e-01  -8.38600882e-02  -8.62709541e-02
   -1.11566635e-01   1.43287232e-01]
 [  3.16451086e-02  -1.54414591e-01   8.69589596e-02   1.96745888e-01
   -4.31414069e-02  -1.43030118e-02  -9.73424171e-02   4.23616353e-02
    1.25793313e-01  -1.61425325e-01]
 [  4.12050381e-02   1.66881273e-02   1.23469560e-01  -8.46741488e-02
   -1.01911149e-01   2.06651202e-01   3.27585389e-03   8.71906270e-02
    1.50792759e-01  -3.56610033e-01]
 [  1.60405176e-01  -2.08276561e-01   4.71569030e-02  -3.21406296e-01
    5.29883973e-01  -1.25482617e-01  -1.34238922e-01   2.15579903e-01
    1.55185298e-01  -3.47498847e-01]
 [ -2.55621549e-01  -1.60562136e-01   5.13445644e-02  -5.58422572e-02
    4.53416100e-01  -1.95843557e-01  -1.81326215e-01   1.71095602e-01
    3.58624139e-01  -3.01638666e-01]
 [  1.86375340e-01  -4.20377152e-02  -7.37505189e-02   1.24534141e-01
    3.18159861e-01  -1.75186820e-01  -1.33567537e-01  -6.58514483e-02
    3.85850318e-02  -1.40447759e-01]
 [ -2.88195084e-01  -1.79544367e-01   2.73559811e-01  -8.32496627e-03
   -7.61860469e-02   8.25896312e-02   1.20320084e-01   1.76989338e-01
   -1.14452717e-02  -9.39208015e-02]
 [  1.26660578e-01   1.30126860e-02   2.39719767e-01  -2.20028779e-01
   -2.62227583e-02   9.41120141e-02   1.09922574e-01   1.65421907e-01
    8.87311581e-02  -8.59204711e-02]
 [  1.43053213e-01   9.46337796e-02  -1.02467625e-01  -1.01927030e-01
   -2.14289058e-01   2.03825312e-01   7.25882308e-02  -1.96411226e-01
   -1.12539158e-01   2.03243870e-02]
 [ -1.53313416e-01   1.38168417e-01  -2.08926225e-01  -5.36150037e-02
   -3.64232694e-01   7.76618296e-02   1.83340136e-01   9.27837904e-02
    2.06837269e-02   6.87055641e-02]
 [  2.64349775e-02   7.93999494e-02   1.81075051e-03   5.73469856e-02
   -7.16883514e-02   1.58454512e-01  -2.96179733e-01  -5.03564386e-02
   -3.60659797e-02  -1.58491246e-01]
 [  2.18941787e-02   7.91970695e-03   2.01056648e-01  -1.47547137e-01
   -9.40879699e-02  -1.94223429e-01   1.37735325e-01  -2.00327030e-01
    1.63689193e-02   1.58826108e-01]
 [  3.16462873e-02   2.46434683e-01   3.87035764e-01   2.09462771e-01
    5.03763088e-02   3.42636325e-02   1.09868264e-01  -7.95899726e-02
    1.45376434e-01  -2.17596334e-02]
 [  2.30962933e-02   2.34209216e-02   3.84758961e-02   7.76055964e-02
   -7.78226054e-02  -1.16358530e-01   8.93616538e-02  -1.49238486e-01
    5.65809452e-02   1.03142195e-01]
 [ -4.64772530e-02   2.12016183e-01   2.72482635e-01  -1.05994002e-01
   -8.97689275e-02  -2.80463312e-02  -1.64103262e-02   9.22989169e-02
   -2.45563165e-01   2.53613927e-02]
 [ -9.45808189e-02  -3.55203747e-03   2.06892794e-01  -3.92271731e-02
   -1.03039894e-01  -1.24877845e-01  -1.66125097e-01  -1.36889103e-01
   -2.16722025e-01   1.29177599e-02]
 [  8.87964148e-02  -2.93735819e-01   8.88822818e-02   7.14219489e-02
    4.58175063e-02   1.45783620e-01   1.78060508e-01   3.27364797e-02
   -1.05877769e-01   1.68010303e-01]]
final_inputs_run [[-1.21103762]
 [-1.23018694]
 [-1.28019523]
 ..., 
 [-0.16699525]
 [ 0.01676863]
 [ 0.25820417]]
final_outputs_run [[-1.21103762]
 [-1.23018694]
 [-1.28019523]
 ..., 
 [-0.16699525]
 [ 0.01676863]
 [ 0.25820417]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
15442          0  
15443          0  
15444          0  
15445          0  
15446          0  
15447          0  
15448          0  
15449          0  
15450          0  
15451          0  
15452          0  
15453          0  
15454          0  
15455          0  
15456          0  
15457          0  
15458          0  
15459          0  
15460          0  
15461          0  
15462          0  
15463          0  
15464          0  
...          ...  
16845          0  
16846          0  
16847          0  
16848          0  
16849          0  
16850          0  
16851          0  
16852          0  
16853          0  
16854          0  
16855          0  
16856          0  
16857          0  
16858          0  
16859          0  
16860          0  
16861          0  
16862          0  
16863          0  
16864          0  
16865          0  
16866          0  
16867          0  
16868          0  
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final_inputs_run [[ 0.51044848]
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final_outputs_run [[ 0.51044848]
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Progress: 2.0% ... Training loss: 0.496 ... Validation loss: 0.798[-0.82284512]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
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15445         0         1             0    ...          0      0      0   
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15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
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16861         0         1             0    ...          0      0      0   
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16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
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16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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15436          0          0          0          1          0          0   
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16845          1          0          0          0          0          0   
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16874          0          1          0          0          0          0   

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   -6.75959448e-02  -3.93769010e-02   4.91942899e-02   5.35948869e-02
    2.41543262e-03   7.81001137e-02]
 [ -1.75297571e-01  -2.71833394e-03   9.75345338e-03   1.07771177e-01
   -2.22575462e-01   9.26121117e-02   5.93580493e-02   2.03942231e-01
    1.32219962e-01   3.40931675e-03]
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   -4.21556015e-02   1.59204152e-01  -3.68788349e-02  -3.08674669e-02
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   -1.75433647e-03  -8.73698826e-02]
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    2.12671477e-01   1.83239819e-01]
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    5.22857732e-02   2.06479982e-01  -5.74643523e-02  -2.14733903e-01
   -8.41212683e-02   1.47089065e-01]
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    2.11752419e-01   2.40052315e-02   2.88823538e-02  -1.26187141e-01
    1.16362979e-01   6.40351604e-02]
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   -3.24894248e-01   1.72449192e-01   1.81216300e-01  -5.64824843e-02
    2.32403271e-01   1.34279138e-01]
 [  2.84619380e-02  -2.46868514e-02  -2.06827687e-01   2.09954823e-01
   -2.51939215e-01  -1.15623891e-03   1.69486006e-02   7.47971085e-02
   -1.06452287e-01   2.77574565e-01]
 [  2.11646109e-01   2.25676322e-01  -1.07030973e-01   2.70046051e-01
   -2.91226289e-01  -1.86341565e-02  -2.40560243e-02   1.21786869e-01
    9.67463211e-02   3.68064096e-01]
 [ -1.45732009e-01   1.01896297e-01  -2.25047729e-01   1.57365508e-01
   -3.54193130e-01  -8.77235048e-02  -1.07701135e-01   8.86894822e-03
    1.04491532e-01  -1.56063566e-01]
 [  1.40119128e-01   5.45752026e-03  -1.28389737e-01  -4.83218207e-02
   -2.80257850e-01  -4.14996311e-02   1.25974685e-01  -4.70099758e-02
   -1.95308224e-01   1.69752587e-01]
 [  1.64128041e-01  -1.21184165e-01  -7.13972506e-02  -6.99745151e-02
   -4.06896465e-01  -5.58880900e-02   2.13261774e-01  -1.21318319e-01
   -1.24099341e-01   1.42993199e-01]
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   -5.96147393e-02   8.47800273e-02   5.90861564e-02   1.37755953e-01
    2.60691614e-01   9.71537193e-03]
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   -5.70488207e-02  -1.00000460e-01]
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   -1.35668023e-01  -3.54586232e-01]
 [  1.75574504e-01   2.17420717e-01   2.37076086e-02  -5.00888751e-02
    5.47303843e-02   5.06165171e-02  -7.50254128e-02  -8.15825171e-02
   -1.04332119e-03  -6.93357191e-02]
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    1.14897072e-01  -5.41044060e-02   1.80609026e-01   1.40590796e-02
   -1.63807422e-02  -1.54178178e-01]
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   -2.23977952e-01  -1.83069262e-02  -1.73383254e-02   7.65770276e-02
   -1.53465457e-01  -4.03128480e-02]
 [  1.12192552e-01   7.98293841e-03   3.07499732e-03  -1.08463737e-01
   -6.91726005e-02   5.31667944e-02  -1.08965043e-01   6.89249943e-02
    2.57712191e-02   2.13201447e-02]
 [ -1.48565773e-01   1.63387717e-01   1.27107081e-01   3.79291873e-02
    1.63016329e-01  -1.56928319e-01  -1.54564416e-01  -1.35376072e-01
    1.44825318e-03   1.35148206e-01]
 [  1.68375192e-01   2.29030940e-01   9.45627445e-02   1.20072482e-01
   -4.80564184e-02  -2.58949996e-01  -8.39526224e-02  -8.61795090e-02
   -1.11525855e-01   1.43111483e-01]
 [  3.11919012e-02  -1.54847357e-01   8.74996187e-02   1.96253116e-01
   -4.17025477e-02  -1.46090063e-02  -9.77669415e-02   4.27351345e-02
    1.25974075e-01  -1.62130331e-01]
 [  4.11969500e-02   1.67127686e-02   1.23502206e-01  -8.46928929e-02
   -1.02030141e-01   2.06665772e-01   3.29241043e-03   8.71807872e-02
    1.50786842e-01  -3.56606435e-01]
 [  1.58674223e-01  -2.10022342e-01   4.87316560e-02  -3.22839237e-01
    5.34292202e-01  -1.26394909e-01  -1.35592424e-01   2.16789642e-01
    1.55733328e-01  -3.49818638e-01]
 [ -2.55672538e-01  -1.60595811e-01   5.13916093e-02  -5.58776662e-02
    4.53567185e-01  -1.95862518e-01  -1.81351392e-01   1.71119805e-01
    3.58634126e-01  -3.01701113e-01]
 [  1.85959876e-01  -4.24395825e-02  -7.33518201e-02   1.24161605e-01
    3.19378583e-01  -1.75393067e-01  -1.33870206e-01  -6.55702917e-02
    3.87109737e-02  -1.41035303e-01]
 [ -2.88221441e-01  -1.79568990e-01   2.73571125e-01  -8.34629236e-03
   -7.61393361e-02   8.25708807e-02   1.20295924e-01   1.77006787e-01
   -1.14370448e-02  -9.39500456e-02]
 [  1.26913665e-01   1.32591216e-02   2.39499342e-01  -2.19792956e-01
   -2.70310126e-02   9.42505934e-02   1.10110606e-01   1.65249844e-01
    8.86510204e-02  -8.55523298e-02]
 [  1.43029577e-01   9.46155797e-02  -1.02447403e-01  -1.01945550e-01
   -2.14276312e-01   2.03815691e-01   7.25757687e-02  -1.96398844e-01
   -1.12533267e-01   2.03000945e-02]
 [ -1.53304606e-01   1.38176065e-01  -2.08932127e-01  -5.36118951e-02
   -3.64308557e-01   7.76642081e-02   1.83336279e-01   9.27837097e-02
    2.06858080e-02   6.87124561e-02]
 [  2.62138737e-02   7.91422781e-02   2.09979804e-03   5.71102519e-02
   -7.09899385e-02   1.58284336e-01  -2.96398902e-01  -5.01554287e-02
   -3.59664303e-02  -1.58840201e-01]
 [  2.22514392e-02   8.32797144e-03   2.00645931e-01  -1.47130798e-01
   -9.58358032e-02  -1.94037694e-01   1.37985474e-01  -2.00574660e-01
    1.62577290e-02   1.59473275e-01]
 [  3.10874203e-02   2.45861687e-01   3.87577083e-01   2.09015177e-01
    5.15220829e-02   3.39631266e-02   1.09426539e-01  -7.92303169e-02
    1.45544339e-01  -2.24267638e-02]
 [  2.29306007e-02   2.33514266e-02   3.86019677e-02   7.74914952e-02
   -7.79576247e-02  -1.16452250e-01   8.92614408e-02  -1.49149385e-01
    5.66210893e-02   1.02946941e-01]
 [ -4.58645491e-02   2.12710666e-01   2.71926167e-01  -1.05425775e-01
   -9.18925360e-02  -2.77016265e-02  -1.59263174e-02   9.18688783e-02
   -2.45769292e-01   2.62780253e-02]
 [ -9.40483861e-02  -2.99075341e-03   2.06416269e-01  -3.87422144e-02
   -1.04702316e-01  -1.24592837e-01  -1.65706387e-01  -1.37273274e-01
   -2.16891920e-01   1.36861278e-02]
 [  8.83787390e-02  -2.94107704e-01   8.93651021e-02   7.09554025e-02
    4.69513022e-02   1.45525970e-01   1.77672309e-01   3.30723632e-02
   -1.05714448e-01   1.67374057e-01]]
final_inputs_run [[ 0.51755976]
 [ 0.51645969]
 [ 0.67777689]
 ..., 
 [ 0.46649708]
 [ 0.12086575]
 [ 0.11042279]]
final_outputs_run [[ 0.51755976]
 [ 0.51645969]
 [ 0.67777689]
 ..., 
 [ 0.46649708]
 [ 0.12086575]
 [ 0.11042279]]
Progress: 2.0% ... Training loss: 0.494 ... Validation loss: 0.796[-0.70429791]
[-0.56917868]
[-0.11603084]
[-1.0196801]
[ 0.39588111]
[ 1.10121821]
[-0.82724349]
[-0.00093247]
[ 0.99939715]
[ 1.00476824]
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[ 0.0024848]
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[-1.02734812]
[ 0.34453548]
[ 0.07120754]
[-0.55384478]
[ 0.34776759]
[-0.21990035]
[-0.46568987]
[ 1.52256296]
[-0.54294614]
[-0.12183796]
[-0.34049417]
[-0.26379919]
[ 0.08141879]
[ 0.24806226]
[ 1.57540886]
[-0.14054073]
[-0.23477111]
[ 1.40288487]
[-1.23037691]
[-0.97980764]
[-0.44605376]
[ 2.30738562]
[-0.09976596]
[-0.54934894]
[ 0.81267727]
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[ 0.25160711]
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[ 0.66918725]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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   -9.55744026e-04  -6.97501634e-02]
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    1.14495462e-01  -5.39893669e-02   1.80776323e-01   1.39106690e-02
   -1.64442432e-02  -1.53890083e-01]
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   -2.25200748e-01  -1.81194348e-02  -1.70827169e-02   7.63358604e-02
   -1.53573669e-01  -3.98058819e-02]
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   -7.01966076e-02   5.33117710e-02  -1.08767562e-01   6.87270830e-02
    2.56861707e-02   2.17254708e-02]
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    1.62634805e-01  -1.56879545e-01  -1.54483309e-01  -1.35445752e-01
    1.41484112e-03   1.35270957e-01]
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   -4.80858733e-02  -2.58946018e-01  -8.39431056e-02  -8.61891386e-02
   -1.11532215e-01   1.43130700e-01]
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   -4.16434023e-02  -1.45938734e-02  -9.77484940e-02   4.27280626e-02
    1.25967234e-01  -1.62064442e-01]
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   -1.01494836e-01   2.06582684e-01   3.17709226e-03   8.72894254e-02
    1.50835430e-01  -3.56828336e-01]
 [  1.58013385e-01  -2.10678476e-01   4.93274678e-02  -3.23368538e-01
    5.36362866e-01  -1.26717457e-01  -1.36071540e-01   2.17247220e-01
    1.55932940e-01  -3.50707522e-01]
 [ -2.56595198e-01  -1.61634260e-01   5.23837229e-02  -5.68512249e-02
    4.56489560e-01  -1.96402153e-01  -1.82153917e-01   1.71854552e-01
    3.58946925e-01  -3.03135970e-01]
 [  1.85919155e-01  -4.24802847e-02  -7.33195574e-02   1.24130358e-01
    3.19532061e-01  -1.75408506e-01  -1.33900386e-01  -6.55415692e-02
    3.87237565e-02  -1.41088269e-01]
 [ -2.88333086e-01  -1.79689023e-01   2.73683505e-01  -8.45897243e-03
   -7.57216366e-02   8.25049421e-02   1.20205419e-01   1.77092062e-01
   -1.13981773e-02  -9.41269709e-02]
 [  1.27190263e-01   1.35367128e-02   2.39245390e-01  -2.19568255e-01
   -2.79523529e-02   9.43877701e-02   1.10313292e-01   1.65060292e-01
    8.85644348e-02  -8.51563737e-02]
 [  1.43008368e-01   9.45618633e-02  -1.02394594e-01  -1.02002160e-01
   -2.14225828e-01   2.03791991e-01   7.25377848e-02  -1.96358925e-01
   -1.12515506e-01   2.02393215e-02]
 [ -1.53264626e-01   1.38213079e-01  -2.08958902e-01  -5.35779301e-02
   -3.64455494e-01   7.76864541e-02   1.83365763e-01   9.27562314e-02
    2.06735987e-02   6.87602513e-02]
 [  2.57665744e-02   7.86614578e-02   2.61180694e-03   5.66301325e-02
   -6.93383869e-02   1.58022185e-01  -2.96781934e-01  -4.97885301e-02
   -3.58081191e-02  -1.59472012e-01]
 [  2.23372422e-02   8.35464568e-03   2.00669366e-01  -1.47115488e-01
   -9.61783910e-02  -1.93953952e-01   1.38023017e-01  -2.00603157e-01
    1.62404657e-02   1.59571873e-01]
 [  3.10988126e-02   2.45791846e-01   3.87652177e-01   2.08970806e-01
    5.12099567e-02   3.39558294e-02   1.09386508e-01  -7.91897860e-02
    1.45544860e-01  -2.24137164e-02]
 [  2.33045532e-02   2.37426835e-02   3.82824691e-02   7.78293133e-02
   -7.94340274e-02  -1.16273355e-01   8.95651782e-02  -1.49451227e-01
    5.64927956e-02   1.03496682e-01]
 [ -4.56010358e-02   2.13106826e-01   2.71626612e-01  -1.05180515e-01
   -9.25601433e-02  -2.75477325e-02  -1.56903823e-02   9.16699607e-02
   -2.45860891e-01   2.67124992e-02]
 [ -9.36569574e-02  -2.59277455e-03   2.06119310e-01  -3.83824645e-02
   -1.06339480e-01  -1.24397500e-01  -1.65363282e-01  -1.37558161e-01
   -2.17019068e-01   1.42565849e-02]
 [  8.88608384e-02  -2.93652468e-01   8.89313348e-02   7.13748656e-02
    4.51718116e-02   1.45758267e-01   1.77971548e-01   3.27693471e-02
   -1.05840519e-01   1.68030391e-01]]
final_inputs_run [[ 0.50188194]
 [ 0.49293385]
 [ 0.65221673]
 ..., 
 [ 0.44747236]
 [ 0.10411428]
 [ 0.09228405]]
final_outputs_run [[ 0.50188194]
 [ 0.49293385]
 [ 0.65221673]
 ..., 
 [ 0.44747236]
 [ 0.10411428]
 [ 0.09228405]]
Progress: 2.0% ... Training loss: 0.491 ... Validation loss: 0.798[-0.65362263]
[ 0.44783986]
[ 0.61333626]
[ -8.71816113e-05]
[ 0.04115748]
[ 1.93374761]
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[ 0.03778364]
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[ 1.02944191]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
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26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
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15408          0          0          1          0          0          0   
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15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
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15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
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...          ...  
15405          0  
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15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
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   -8.15369331e-02  -1.15936065e-01   9.00191424e-02  -1.49905254e-01
    5.63058015e-02   1.04490302e-01]
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    4.35745879e-02   1.45959941e-01   1.78195327e-01   3.25532815e-02
   -1.05924544e-01   1.68505549e-01]]
final_inputs_run [[ 0.45136453]
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 ..., 
 [ 0.39750222]
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final_outputs_run [[ 0.45136453]
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 ..., 
 [ 0.39750222]
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Progress: 2.0% ... Training loss: 0.489 ... Validation loss: 0.806[ 0.86223362]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
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6             0         0             1    ...          0      0      0   
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10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15420         0         1             0    ...          0      0      0   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
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15429         0         1             0    ...          0      0      0   
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15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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6              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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2              1  
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4              1  
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[15435 rows x 56 columns]
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   -6.35131614e-02  -4.00565639e-02   4.81106991e-02   5.45488196e-02
    2.83056204e-03   7.60946194e-02]
 [ -1.76122112e-01  -3.92306371e-03   1.08111372e-02   1.06597736e-01
   -2.19178514e-01   9.19718969e-02   5.83430493e-02   2.04771978e-01
    1.32612403e-01   1.74053814e-03]
 [ -7.69928618e-02   2.10806402e-01   1.81657130e-01   4.93317382e-02
   -1.12404562e-01   7.54982983e-02   1.51301888e-01  -1.77474329e-01
    1.81543088e-01   2.86125354e-02]
 [  2.11824780e-01  -5.78246561e-02  -2.48785137e-02  -2.06495985e-01
   -3.97219869e-02   1.58591663e-01  -3.76495119e-02  -3.00795058e-02
    1.05535991e-01   8.78686571e-02]
 [  2.67762605e-02   2.11874309e-02  -2.47349762e-01  -2.31560306e-01
    3.29101822e-01  -1.06741150e-01   1.00580550e-01   6.41698185e-02
   -1.95581215e-03  -8.62880357e-02]
 [ -1.58353060e-01   9.42180671e-02  -2.24351518e-01   5.97034848e-02
    2.05694727e-01  -6.58394595e-02   5.79220195e-02  -9.41772604e-02
    2.12662156e-01   1.83103916e-01]
 [  1.02700991e-01   1.85537659e-01   3.66052304e-02  -6.19076766e-02
    5.17961083e-02   2.06552474e-01  -5.73632434e-02  -2.14821848e-01
   -8.41528180e-02   1.47238945e-01]
 [ -1.67402137e-02  -3.45572340e-02  -3.70184814e-03  -1.51254091e-01
    2.10559733e-01   2.42043412e-02   2.91531352e-02  -1.26431173e-01
    1.16267843e-01   6.45400344e-02]
 [  1.48336966e-01   3.83060238e-02  -2.24688487e-01  -1.87367818e-01
   -3.29301923e-01   1.73140541e-01   1.82149512e-01  -5.73776884e-02
    2.32014256e-01   1.36158019e-01]
 [  3.00116115e-02  -2.31994534e-02  -2.08249759e-01   2.11341039e-01
   -2.57054933e-01  -3.76035331e-04   1.80493962e-02   7.37770257e-02
   -1.06900642e-01   2.79742525e-01]
 [  2.13576725e-01   2.27638542e-01  -1.08819717e-01   2.71835458e-01
   -2.97714915e-01  -1.76357289e-02  -2.26390857e-02   1.20490823e-01
    9.61872582e-02   3.70884666e-01]
 [ -1.43905875e-01   1.03678567e-01  -2.26764536e-01   1.59031308e-01
   -3.60117778e-01  -8.67803298e-02  -1.06385351e-01   7.63602657e-03
    1.03954206e-01  -1.53440604e-01]
 [  1.41659339e-01   6.96915289e-03  -1.29821691e-01  -4.69134662e-02
   -2.85323948e-01  -4.06946206e-02   1.27083999e-01  -4.80487124e-02
   -1.95748854e-01   1.71901584e-01]
 [  1.65576182e-01  -1.19746783e-01  -7.27236159e-02  -6.86617277e-02
   -4.11580231e-01  -5.51469146e-02   2.14292384e-01  -1.22287866e-01
   -1.24514308e-01   1.45055245e-01]
 [ -5.70174007e-03   1.18068638e-01  -1.20879912e-01   6.02575272e-02
   -6.31620080e-02   8.53527799e-02   5.98562342e-02   1.37057969e-01
    2.60403996e-01   1.12226209e-02]
 [ -1.54962093e-01  -2.07559165e-01  -1.50112919e-02  -2.14828474e-01
    3.56320654e-01  -1.50692202e-02   1.44634671e-01   1.44115146e-02
   -5.69453679e-02  -1.00528302e-01]
 [ -3.48927391e-01  -3.47030850e-01  -1.37008337e-02  -7.25439965e-02
    3.38286452e-01  -1.03393290e-01  -2.15972567e-01   1.41127854e-01
   -1.34514104e-01  -3.60051858e-01]
 [  1.74507220e-01   2.16480659e-01   2.46909257e-02  -5.10334424e-02
    5.81045602e-02   5.00565537e-02  -7.57990703e-02  -8.08832896e-02
   -7.35821009e-04  -7.08481325e-02]
 [  5.49467655e-02   2.98199137e-02  -2.28425232e-01   1.14125253e-01
    1.13008099e-01  -5.37489847e-02   1.81139526e-01   1.35771902e-02
   -1.65918262e-02  -1.53214169e-01]
 [  2.18898297e-02   1.70180472e-01   1.53654334e-01  -4.10738060e-02
   -2.26052077e-01  -1.79852103e-02  -1.68985163e-02   7.61755972e-02
   -1.53640409e-01  -3.94500077e-02]
 [  1.12332302e-01   8.18171511e-03   2.86403665e-03  -1.08293996e-01
   -6.98428973e-02   5.32498407e-02  -1.08807373e-01   6.87911847e-02
    2.57158847e-02   2.15702638e-02]
 [ -1.48404826e-01   1.63556082e-01   1.27083863e-01   3.80258507e-02
    1.62463902e-01  -1.56861772e-01  -1.54414947e-01  -1.35512239e-01
    1.37668746e-03   1.35355944e-01]
 [  1.68346987e-01   2.29161186e-01   9.46395766e-02   1.20052552e-01
   -4.82772978e-02  -2.58968239e-01  -8.39424048e-02  -8.61947378e-02
   -1.11518618e-01   1.43147683e-01]
 [  3.14226037e-02  -1.54555169e-01   8.73386433e-02   1.96494071e-01
   -4.24464384e-02  -1.44499835e-02  -9.75434464e-02   4.25499716e-02
    1.25887655e-01  -1.61690465e-01]
 [  3.99130319e-02   1.53639637e-02   1.24695910e-01  -8.58536688e-02
   -9.79680786e-02   2.05956783e-01   2.32179966e-03   8.80410973e-02
    1.51163947e-01  -3.58427689e-01]
 [  1.56176189e-01  -2.12537022e-01   5.10226399e-02  -3.24924030e-01
    5.41884220e-01  -1.27674515e-01  -1.37508567e-01   2.18554577e-01
    1.56512466e-01  -3.53215904e-01]
 [ -2.58132598e-01  -1.63421160e-01   5.39921646e-02  -5.84327584e-02
    4.61540383e-01  -1.97365692e-01  -1.83666963e-01   1.73130914e-01
    3.59521898e-01  -3.05622513e-01]
 [  1.84982460e-01  -4.34442815e-02  -7.24517280e-02   1.23225443e-01
    3.22336306e-01  -1.75919696e-01  -1.34649335e-01  -6.48788618e-02
    3.90021896e-02  -1.42466314e-01]
 [ -2.88465512e-01  -1.79855607e-01   2.73844400e-01  -8.61576603e-03
   -7.51772148e-02   8.24173297e-02   1.20086531e-01   1.77187210e-01
   -1.13497915e-02  -9.43547831e-02]
 [  1.27688063e-01   1.40404590e-02   2.38797368e-01  -2.19134901e-01
   -2.95673550e-02   9.46535612e-02   1.10682636e-01   1.64741515e-01
    8.84158207e-02  -8.44618762e-02]
 [  1.43112137e-01   9.47157731e-02  -1.02497086e-01  -1.01913204e-01
   -2.14660473e-01   2.03869239e-01   7.26400734e-02  -1.96448401e-01
   -1.12551513e-01   2.04233041e-02]
 [ -1.52542338e-01   1.39012858e-01  -2.09691857e-01  -5.28757071e-02
   -3.67032413e-01   7.80986340e-02   1.83924788e-01   9.22328978e-02
    2.04410011e-02   6.99003160e-02]
 [  2.63881705e-02   7.92700320e-02   2.00799067e-03   5.72030656e-02
   -7.12573642e-02   1.58366649e-01  -2.96310335e-01  -5.01980535e-02
   -3.59799155e-02  -1.58601667e-01]
 [  2.22206487e-02   8.16813358e-03   2.00896049e-01  -1.47277861e-01
   -9.54453635e-02  -1.94086498e-01   1.37719532e-01  -2.00381871e-01
    1.63641425e-02   1.59386989e-01]
 [  3.09073605e-02   2.45446202e-01   3.87925065e-01   2.08656704e-01
    5.14026254e-02   3.37926653e-02   1.09175916e-01  -7.90002772e-02
    1.45638449e-01  -2.27899368e-02]
 [  2.38336092e-02   2.42658968e-02   3.78712349e-02   7.82609693e-02
   -8.16408997e-02  -1.16075987e-01   8.98274066e-02  -1.49731578e-01
    5.63560007e-02   1.04320818e-01]
 [ -4.57559621e-02   2.12926847e-01   2.71912613e-01  -1.05405468e-01
   -9.17216060e-02  -2.76788818e-02  -1.58757122e-02   9.17566563e-02
   -2.45800901e-01   2.63839025e-02]
 [ -9.41850870e-02  -2.99964190e-03   2.06576248e-01  -3.87319421e-02
   -1.05588440e-01  -1.24650099e-01  -1.65631511e-01  -1.37254884e-01
   -2.16889436e-01   1.37533626e-02]
 [  8.88682495e-02  -2.93629047e-01   8.89150793e-02   7.13878571e-02
    4.42356984e-02   1.45735267e-01   1.77836632e-01   3.28186535e-02
   -1.05787265e-01   1.67927403e-01]]
final_inputs_run [[-1.24034288]
 [-1.26017561]
 [-1.31149507]
 ..., 
 [-0.17971179]
 [ 0.00615414]
 [ 0.24707453]]
final_outputs_run [[-1.24034288]
 [-1.26017561]
 [-1.31149507]
 ..., 
 [-0.17971179]
 [ 0.00615414]
 [ 0.24707453]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
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Progress: 2.0% ... Training loss: 0.488 ... Validation loss: 0.794[-0.17149124]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
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final_inputs_run [[-1.24053543]
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 ..., 
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final_outputs_run [[-1.24053543]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
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16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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16857          0          1          0          0          0          0   
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16859          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
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...          ...  
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16874          0  

[1440 rows x 56 columns]
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   -2.58839773e-01  -1.21871229e-04   1.84310282e-02   7.34263271e-02
   -1.07059723e-01   2.80523303e-01]
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   -2.98954852e-01  -1.74447850e-02  -2.23744561e-02   1.20234425e-01
    9.60775951e-02   3.71427502e-01]
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   -3.61209370e-01  -8.66116054e-02  -1.06144416e-01   7.41188987e-03
    1.03860430e-01  -1.52982809e-01]
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   -1.24649631e-01   1.45713174e-01]
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   -6.92401198e-02   5.31559689e-02  -1.08933261e-01   6.89114512e-02
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    1.38250542e-03   1.35333948e-01]
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   -4.74410231e-02  -2.59059480e-01  -8.41263489e-02  -8.60283575e-02
   -1.11446801e-01   1.42822145e-01]
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   -4.32745719e-02  -1.43150535e-02  -9.73616376e-02   4.23886261e-02
    1.25812314e-01  -1.61353979e-01]
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   -9.69914343e-02   2.05789493e-01   2.07700616e-03   8.82564106e-02
    1.51264844e-01  -3.58731524e-01]
 [  1.55304594e-01  -2.13279157e-01   5.17554414e-02  -3.25465915e-01
    5.43476791e-01  -1.28126307e-01  -1.38190652e-01   2.19108457e-01
    1.56791980e-01  -3.54236254e-01]
 [ -2.58791136e-01  -1.64178694e-01   5.47054903e-02  -5.90937377e-02
    4.63329403e-01  -1.97757476e-01  -1.84240552e-01   1.73655496e-01
    3.59747463e-01  -3.06644056e-01]
 [  1.84716127e-01  -4.36971589e-02  -7.22089273e-02   1.22978526e-01
    3.23079891e-01  -1.76038132e-01  -1.34850985e-01  -6.46959227e-02
    3.90831222e-02  -1.42867034e-01]
 [ -2.88432300e-01  -1.79777824e-01   2.73780130e-01  -8.54120812e-03
   -7.54709118e-02   8.24649112e-02   1.20172295e-01   1.77123481e-01
   -1.13842649e-02  -9.42521292e-02]
 [  1.28002622e-01   1.43602589e-02   2.38491145e-01  -2.18841925e-01
   -3.06242777e-02   9.48311067e-02   1.10926975e-01   1.64524505e-01
    8.83156575e-02  -8.39859121e-02]
 [  1.43088258e-01   9.46986145e-02  -1.02475656e-01  -1.01929944e-01
   -2.14608912e-01   2.03859187e-01   7.26284093e-02  -1.96436601e-01
   -1.12545455e-01   2.03933621e-02]
 [ -1.52536441e-01   1.39018410e-01  -2.09697188e-01  -5.28704788e-02
   -3.67049757e-01   7.81017304e-02   1.83928865e-01   9.22291325e-02
    2.04392958e-02   6.99083830e-02]
 [  2.63407560e-02   7.91586063e-02   2.09118315e-03   5.71725848e-02
   -7.09502234e-02   1.58321956e-01  -2.96417074e-01  -5.01185184e-02
   -3.59381942e-02  -1.58610266e-01]
 [  2.19780444e-02   7.95146622e-03   2.01105824e-01  -1.47508547e-01
   -9.48220733e-02  -1.94179218e-01   1.37569165e-01  -2.00238712e-01
    1.64269842e-02   1.59042317e-01]
 [  3.11164507e-02   2.45634841e-01   3.87735533e-01   2.08850735e-01
    5.05278606e-02   3.39064788e-02   1.09314910e-01  -7.91429154e-02
    1.45570590e-01  -2.24887154e-02]
 [  2.46275767e-02   2.51122353e-02   3.70789380e-02   7.90205614e-02
   -8.43836692e-02  -1.15663214e-01   9.04378058e-02  -1.50303908e-01
    5.61128734e-02   1.05502635e-01]
 [ -4.61765221e-02   2.12577432e-01   2.72256261e-01  -1.05636692e-01
   -9.10008343e-02  -2.78976386e-02  -1.61957765e-02   9.20131238e-02
   -2.45668638e-01   2.58910457e-02]
 [ -9.52290306e-02  -4.04448012e-03   2.07586619e-01  -3.96329484e-02
   -1.02727661e-01  -1.25191459e-01  -1.66374078e-01  -1.36522810e-01
   -2.16572336e-01   1.22947165e-02]
 [  8.93443929e-02  -2.93095001e-01   8.84873162e-02   7.18826923e-02
    4.21845095e-02   1.45985369e-01   1.78125909e-01   3.25253548e-02
   -1.05902596e-01   1.68678464e-01]]
final_inputs_run [[ 0.51405104]
 [ 0.4966411 ]
 [ 0.65374966]
 ..., 
 [ 0.45942889]
 [ 0.11180776]
 [ 0.11137123]]
final_outputs_run [[ 0.51405104]
 [ 0.4966411 ]
 [ 0.65374966]
 ..., 
 [ 0.45942889]
 [ 0.11180776]
 [ 0.11137123]]
Progress: 2.0% ... Training loss: 0.488 ... Validation loss: 0.791[ 0.09184049]
[ 0.10016321]
[ 1.29808162]
[ 0.70903194]
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[ 1.341716]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
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16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
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16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
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16870         0         1             0    ...          0      0      0   
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16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

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 [  1.43322962e-01   8.64174041e-03  -1.31365146e-01  -4.54139864e-02
   -2.90854825e-01  -3.98368061e-02   1.28283717e-01  -4.91931136e-02
   -1.96244128e-01   1.74256089e-01]
 [  1.66856670e-01  -1.18505711e-01  -7.38695143e-02  -6.75360099e-02
   -4.15626830e-01  -5.45035049e-02   2.15188272e-01  -1.23136647e-01
   -1.24885676e-01   1.46843714e-01]
 [ -4.40408474e-03   1.19378162e-01  -1.22117188e-01   6.14517322e-02
   -6.74807671e-02   8.60489073e-02   6.08028366e-02   1.36188101e-01
    2.60022675e-01   1.30989219e-02]
 [ -1.56724390e-01  -2.09306712e-01  -1.34186116e-02  -2.16391208e-01
    3.62055198e-01  -1.59764769e-02   1.43366580e-01   1.56058828e-02
   -5.64168041e-02  -1.03048934e-01]
 [ -3.49525284e-01  -3.47639137e-01  -1.31185479e-02  -7.31003229e-02
    3.40289859e-01  -1.03698851e-01  -2.16374293e-01   1.41537256e-01
   -1.34334998e-01  -3.60902169e-01]
 [  1.74503439e-01   2.16469930e-01   2.46943351e-02  -5.10556085e-02
    5.81472493e-02   5.00561806e-02  -7.58086481e-02  -8.08781225e-02
   -7.34275399e-04  -7.08854632e-02]
 [  5.55275565e-02   3.04485433e-02  -2.28991335e-01   1.14679976e-01
    1.11091523e-01  -5.34382237e-02   1.81596184e-01   1.31438075e-02
   -1.67818542e-02  -1.52340398e-01]
 [  2.09744469e-02   1.69213358e-01   1.54560248e-01  -4.18758630e-02
   -2.22895040e-01  -1.84865476e-02  -1.76001154e-02   7.68193420e-02
   -1.53345877e-01  -4.06533046e-02]
 [  1.11939259e-01   7.80387976e-03   3.28776146e-03  -1.08627402e-01
   -6.88228747e-02   5.30437069e-02  -1.09085937e-01   6.90602458e-02
    2.58394186e-02   2.10099872e-02]
 [ -1.48193707e-01   1.63801865e-01   1.26879134e-01   3.82429077e-02
    1.61948710e-01  -1.56751325e-01  -1.54207749e-01  -1.35703823e-01
    1.29573651e-03   1.35716546e-01]
 [  1.67937775e-01   2.28762887e-01   9.49220312e-02   1.19736987e-01
   -4.69369203e-02  -2.59142536e-01  -8.42396998e-02  -8.59184089e-02
   -1.11401099e-01   1.42582352e-01]
 [  3.14104217e-02  -1.54534223e-01   8.73891811e-02   1.96487232e-01
   -4.24951117e-02  -1.44394042e-02  -9.75107575e-02   4.25328482e-02
    1.25876810e-01  -1.61693327e-01]
 [  3.97534372e-02   1.51466926e-02   1.24956820e-01  -8.60428622e-02
   -9.71591347e-02   2.05830459e-01   2.11818728e-03   8.82292235e-02
    1.51248634e-01  -3.58631918e-01]
 [  1.53925852e-01  -2.14780612e-01   5.30461850e-02  -3.26711985e-01
    5.47706426e-01  -1.28942119e-01  -1.39433386e-01   2.20160839e-01
    1.57302894e-01  -3.56274235e-01]
 [ -2.58805950e-01  -1.64188906e-01   5.47163008e-02  -5.91032696e-02
    4.63374498e-01  -1.97763683e-01  -1.84247423e-01   1.73662790e-01
    3.59750792e-01  -3.06661669e-01]
 [  1.84219116e-01  -4.42038574e-02  -7.17219441e-02   1.22525687e-01
    3.24346708e-01  -1.76299953e-01  -1.35244837e-01  -6.43361121e-02
    3.92444959e-02  -1.43580571e-01]
 [ -2.88151989e-01  -1.79466530e-01   2.73491505e-01  -8.25580562e-03
   -7.65808730e-02   8.26301388e-02   1.20411380e-01   1.76899922e-01
   -1.14823490e-02  -9.37917176e-02]
 [  1.28381680e-01   1.47427513e-02   2.38135770e-01  -2.18495687e-01
   -3.18926502e-02   9.50315304e-02   1.11204674e-01   1.64263050e-01
    8.82005112e-02  -8.34389285e-02]
 [  1.43362106e-01   9.50115110e-02  -1.02753109e-01  -1.01688125e-01
   -2.15686357e-01   2.04020574e-01   7.28630553e-02  -1.96658716e-01
   -1.12642724e-01   2.07976002e-02]
 [ -1.52405204e-01   1.39188716e-01  -2.09861463e-01  -5.27231997e-02
   -3.67510639e-01   7.81874691e-02   1.84052594e-01   9.21145340e-02
    2.03894551e-02   7.01389953e-02]
 [  2.61004921e-02   7.88811673e-02   2.36781218e-03   5.69647711e-02
   -7.04098348e-02   1.58189840e-01  -2.96623140e-01  -4.99451446e-02
   -3.58478574e-02  -1.58902690e-01]
 [  2.16955894e-02   7.66127940e-03   2.01373684e-01  -1.47783893e-01
   -9.41928069e-02  -1.94344311e-01   1.37337974e-01  -2.00020472e-01
    1.65225061e-02   1.58603143e-01]
 [  3.14472511e-02   2.45977227e-01   3.87342483e-01   2.09180889e-01
    4.92041368e-02   3.40663208e-02   1.09464968e-01  -7.93588890e-02
    1.45507282e-01  -2.19198886e-02]
 [  2.57177146e-02   2.62443444e-02   3.60909467e-02   8.00239980e-02
   -8.81833845e-02  -1.15086605e-01   9.12711156e-02  -1.51091278e-01
    5.57741161e-02   1.07106676e-01]
 [ -4.59768484e-02   2.12714105e-01   2.72123736e-01  -1.05460762e-01
   -9.16834374e-02  -2.78174893e-02  -1.61252776e-02   9.19304129e-02
   -2.45695863e-01   2.61303722e-02]
 [ -9.44265745e-02  -3.18641107e-03   2.06817139e-01  -3.88610344e-02
   -1.05431702e-01  -1.24749148e-01  -1.65715301e-01  -1.37135216e-01
   -2.16842507e-01   1.35658169e-02]
 [  8.96465353e-02  -2.92730348e-01   8.81361172e-02   7.21916991e-02
    4.10337818e-02   1.46151966e-01   1.78372015e-01   3.23050804e-02
   -1.05995185e-01   1.69160246e-01]]
final_inputs_run [[ 0.46330994]
 [ 0.45044605]
 [ 0.60925154]
 ..., 
 [ 0.41633469]
 [ 0.06232184]
 [ 0.05895722]]
final_outputs_run [[ 0.46330994]
 [ 0.45044605]
 [ 0.60925154]
 ..., 
 [ 0.41633469]
 [ 0.06232184]
 [ 0.05895722]]
Progress: 2.0% ... Training loss: 0.485 ... Validation loss: 0.798[-1.0266168]
[ 0.74246772]
[ 0.1884188]
[ 1.03474836]
[ 0.08474376]
[ 0.28154166]
[ 0.47198453]
[-0.45213507]
[ 0.41416128]
[-0.59663835]
[ 0.73869746]
[ 0.59749626]
[ 0.27713838]
[-1.0084882]
[-0.1024984]
[ 0.00899978]
[-0.63646143]
[-0.24884488]
[ 0.47080283]
[ 0.83868236]
[-0.31092478]
[ 0.55904944]
[-0.44070471]
[ 0.68117391]
[-0.31011494]
[ 0.44963161]
[-0.57194145]
[ 0.32375174]
[-0.07425894]
[ 0.22421713]
[ 0.54949275]
[-0.25588819]
[ 0.39441664]
[ 0.42513774]
[-0.22137848]
[ 0.07437275]
[ 0.31804883]
[ 0.5209945]
[-0.80466726]
[-0.73568834]
[-0.44679208]
[ 1.03543602]
[ 0.34368697]
[-0.33441059]
[-1.00729666]
[ 0.28276621]
[-0.05576566]
[ 0.33001402]
[ 1.50112659]
[-0.5476369]
[-0.11112713]
[ 0.62075219]
[ 0.23059919]
[-0.61588121]
[ 0.61386896]
[ 0.32167052]
[ 2.42296131]
[ 0.23706905]
[ 0.6831938]
[-1.32401286]
[ 0.06106228]
[-0.79342563]
[-0.7535747]
[ 2.99496084]
[ 0.23223661]
[ 0.19111673]
[ 0.80108738]
[-0.14058074]
[ 0.33651439]
[ 0.16267528]
[-0.66134767]
[-0.55068513]
[ 0.02188829]
[ 0.15133952]
[ 0.33113918]
[-0.32428579]
[ 1.16206512]
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[-0.42707024]
[-0.5039029]
[-0.35791515]
[-0.0097767]
[ 0.30054627]
[ 0.72321227]
[ 0.50647913]
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[-0.97244341]
[ 0.36458873]
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[ 0.12386415]
[ 1.29987799]
[ 0.23134651]
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[ 0.46356423]
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[-0.02615535]
[-0.81419135]
[-0.7158245]
[-0.0392724]
[ 0.2703064]
[-0.55539203]
[-1.25423672]
[-0.16538286]
[ 0.99728445]
[-1.01882585]
[ 0.17405035]
[-0.01978445]
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[-0.22123808]
[ 0.58809298]
[ 0.20443266]
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[ 0.01974647]
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[ 0.19758461]
[-0.31554033]
[ 0.1324841]
[-0.65074717]
[-0.54267045]
[-1.02836902]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
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15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
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15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
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15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
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15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
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16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
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16853   1        0 -0.711414  1.932159  -0.821460         0         0   
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16855   1        0 -0.607548  1.621165  -0.699669         0         0   
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16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
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    8.82526806e-02  -8.37294828e-02]
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   -2.15889928e-01   2.04052457e-01   7.29041640e-02  -1.96691360e-01
   -1.12655781e-01   2.08667637e-02]
 [ -1.52229065e-01   1.39451784e-01  -2.10131810e-01  -5.25202534e-02
   -3.68413595e-01   7.83057954e-02   1.84253232e-01   9.19399501e-02
    2.03112430e-02   7.05047514e-02]
 [  2.61073351e-02   7.88150526e-02   2.40741203e-03   5.68984322e-02
   -7.02443646e-02   1.58126384e-01  -2.96743289e-01  -4.98720593e-02
   -3.58096290e-02  -1.58923838e-01]
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   -9.60217030e-02  -1.94156453e-01   1.37652364e-01  -2.00321600e-01
    1.63985850e-02   1.59225697e-01]
 [  3.16715194e-02   2.46185417e-01   3.87219378e-01   2.09358722e-01
    4.86233551e-02   3.41885975e-02   1.09608223e-01  -7.94816369e-02
    1.45444081e-01  -2.16215479e-02]
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   -8.59798155e-02  -1.15583269e-01   9.06300634e-02  -1.50498187e-01
    5.60151857e-02   1.05874960e-01]
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   -1.07682174e-01  -1.24400679e-01  -1.65212130e-01  -1.37586833e-01
   -2.17031297e-01   1.45291889e-02]
 [  8.95691239e-02  -2.92821454e-01   8.81786979e-02   7.20998820e-02
    4.16221288e-02   1.46108845e-01   1.78297288e-01   3.23834895e-02
   -1.05965687e-01   1.69017323e-01]]
final_inputs_run [[ 0.46782936]
 [ 0.44509807]
 [ 0.59988354]
 ..., 
 [ 0.4157411 ]
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final_outputs_run [[ 0.46782936]
 [ 0.44509807]
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 ..., 
 [ 0.4157411 ]
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Progress: 2.0% ... Training loss: 0.485 ... Validation loss: 0.800[-0.29616578]
[-0.38497457]
[-0.12575747]
[ 1.4612766]
[ 0.63048055]
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[ 2.4488815]
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[ 0.0006918]
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[ 0.52367077]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
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21             0          0          0          0          0          0   
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23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
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28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
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15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
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15415          0          0          1          0          0          0   
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15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
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...          ...  
15405          0  
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15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[-0.37628429 -0.21818838  0.14267645 -0.17625486  0.43873405 -0.12325556
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final_inputs_run [[-1.24252604]
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 ..., 
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final_outputs_run [[-1.24252604]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
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15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
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15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
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16869          0  
16870          0  
16871          0  
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16874          0  

[1440 rows x 56 columns]
self.weights_input_to_hidden [[-0.37628429 -0.21818838  0.14267645 -0.17625486  0.43873405 -0.12325556
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   0.0569827   0.06878387 -0.18247942  0.14691272]
 [ 0.25402444 -0.21549931 -0.0867503   0.07771005  0.15729482  0.04178501
  -0.05673981 -0.06095189  0.2541966   0.02410984]
 [-0.09448955  0.14743799 -0.04627707  0.02192109  0.12600845 -0.0989807
  -0.00182163 -0.02600232  0.0469345   0.1307072 ]
 [ 0.09069932  0.14756359 -0.02182084 -0.00210809  0.04249678 -0.03684615
  -0.24867142  0.24723678 -0.14217603 -0.01983097]
 [-0.03620969  0.28938809 -0.11023349  0.03268187  0.08286667 -0.0537104
  -0.08664438 -0.25942499 -0.0797216  -0.13511578]
 [-0.05870537  0.15437914 -0.10369408 -0.28608457 -0.21312003 -0.30496221
   0.04937724 -0.08808084 -0.08779482 -0.15642484]
 [ 0.05666532  0.00169873 -0.0474732  -0.11508114 -0.06107916 -0.04065537
   0.04713198  0.05536332  0.00319249  0.07452957]
 [-0.17481819 -0.00262126  0.00953341  0.10781955 -0.22368657  0.09264603
   0.05921893  0.20394014  0.13229309  0.00369494]
 [-0.07362791  0.21444039  0.1785972   0.05243913 -0.12342174  0.07733886
   0.1540208  -0.17994634  0.18049015  0.03357763]
 [ 0.21009658 -0.05928759 -0.02349249 -0.20749502 -0.03669871  0.15771374
  -0.03905095 -0.02900666  0.10606516  0.08584106]
 [ 0.02472618  0.01900568 -0.24520842 -0.23333654  0.33395048 -0.1078396
   0.09894454  0.06563448 -0.00127745 -0.08909206]
 [-0.15862288  0.093733   -0.22394038  0.0592541   0.20601753 -0.06606774
   0.05758406 -0.09387977  0.21277825  0.18239114]
 [ 0.10303807  0.18583629  0.03631222 -0.06162109  0.05072643  0.20671499
  -0.05713275 -0.2150467  -0.08425426  0.14770794]
 [-0.01678736 -0.03454885 -0.00371138 -0.15126788  0.21057884  0.02418772
   0.02912007 -0.12642515  0.11626571  0.06453209]
 [ 0.14986617  0.03988149 -0.22613998 -0.18603696 -0.33468409  0.17396079
   0.18327955 -0.05843606  0.23156583  0.13838656]
 [ 0.03199314 -0.02121215 -0.21010454  0.21316002 -0.26387464  0.00061779
   0.01948648  0.0724645  -0.10747949  0.28263749]
 [ 0.21561234  0.22960901 -0.1106712   0.27366513 -0.30441319 -0.01659899
  -0.02118026  0.11917062  0.09561814  0.3737719 ]
 [-0.14219133  0.10539449 -0.22832743  0.16062089 -0.36571285 -0.08586047
  -0.10508686  0.00646763  0.10346268 -0.15094473]
 [ 0.14412688  0.00944383 -0.13208689 -0.04468903 -0.29349749 -0.03941561
   0.12886688 -0.0497256  -0.19646892  0.17539399]
 [ 0.16721555 -0.11815219 -0.07417855 -0.06721295 -0.41676563 -0.05431154
   0.21545094 -0.1233714  -0.12498512  0.14734504]
 [-0.00358793  0.12018098 -0.12281953  0.0621965  -0.07023311  0.08648128
   0.06139189  0.13564952  0.25980126  0.01425275]
 [-0.15697952 -0.20962303 -0.01316483 -0.21665666  0.36266443 -0.01610255
   0.14313258  0.01581088 -0.05632897 -0.10348506]
 [-0.35073692 -0.34900208 -0.01199448 -0.07428715  0.34397541 -0.10440519
  -0.21734842  0.14239075 -0.1339533  -0.36286852]
 [ 0.17390288  0.21586592  0.02526196 -0.05161363  0.06003857  0.04973865
  -0.07625704 -0.0804708  -0.00056641 -0.07177361]
 [ 0.05554564  0.03051157 -0.22900247  0.11469301  0.11117874 -0.05346421
   0.18158404  0.01315236 -0.01677633 -0.15235604]
 [ 0.02121488  0.16953641  0.15446018 -0.04169114 -0.22387914 -0.01832939
  -0.01733809  0.07662301 -0.15344093 -0.04027656]
 [ 0.11234234  0.00823481  0.00292122 -0.10826789 -0.07012426  0.05327484
  -0.10876256  0.06877373  0.02571425  0.02164897]
 [-0.14833845  0.1636302   0.12702131  0.03808123  0.16249156 -0.15686796
  -0.15433861 -0.1355849   0.00134474  0.13550262]
 [ 0.16850547  0.22939599  0.09449141  0.12021012 -0.04882413 -0.25883128
  -0.0837576  -0.08633897 -0.11158266  0.1434637 ]
 [ 0.03111082 -0.15477293  0.08762844  0.19627921 -0.04165849 -0.01459927
  -0.09771691  0.04272164  0.12596131 -0.16191932]
 [ 0.03865296  0.01399543  0.12601653 -0.0870646  -0.09338626  0.20517921
   0.0012193   0.08901339  0.15158208 -0.36011339]
 [ 0.15127719 -0.21725779  0.05540753 -0.328727    0.55453437 -0.13026661
  -0.14152799  0.22195035  0.15807698 -0.3597764 ]
 [-0.25964866 -0.16498742  0.05548909 -0.05980743  0.46546999 -0.19822547
  -0.18495176  0.17423155  0.35999641 -0.30781906]
 [ 0.18320598 -0.04524316 -0.0707344   0.12158715  0.3273114  -0.17684296
  -0.136038   -0.06363841  0.03954487 -0.1450807 ]
 [-0.28875814 -0.18010753  0.27408874 -0.00886008 -0.07471081  0.08227965
   0.11992295  0.1773342  -0.01129097 -0.09470948]
 [ 0.12808486  0.01445224  0.23839977 -0.21876927 -0.03090645  0.09486691
   0.11098597  0.16445387  0.08828055 -0.08387283]
 [ 0.14339456  0.09500817 -0.10273249 -0.10172897 -0.21580841  0.20403633
   0.07287849 -0.19666823 -0.11264567  0.02081007]
 [-0.15221319  0.13946592 -0.21014872 -0.05250625 -0.36848035  0.0783146
   0.18426271  0.09193294  0.02030766  0.0705275 ]
 [ 0.02628973  0.07904112  0.00220966  0.05711451 -0.07100193  0.1582616
  -0.29659035 -0.04999197 -0.03586316 -0.15854187]
 [ 0.02195829  0.00813492  0.20106372 -0.14735883 -0.09612904 -0.19415519
   0.13765325 -0.20032869  0.01640238  0.15921318]
 [ 0.03172018  0.24622097  0.38725069  0.20937805  0.04774602  0.03419716
   0.10958658 -0.07948016  0.14544893 -0.02154744]
 [ 0.02333292  0.023674    0.03845565  0.07774453 -0.08213481 -0.11647981
   0.0893482  -0.14936731  0.05650134  0.10347411]
 [-0.04593807  0.21283449  0.27207545 -0.10530147 -0.09249703 -0.02783986
  -0.01614438  0.09184439 -0.24569668  0.02635971]
 [-0.09390534 -0.00267655  0.20648185 -0.03840627 -0.10733027 -0.12446383
  -0.1653867  -0.13743417 -0.21696095  0.01434387]
 [ 0.08898078 -0.29335686  0.08874983  0.07157532  0.04337228  0.14578656
   0.17779907  0.03282153 -0.10577879  0.16823461]]
final_inputs_run [[ 0.52576278]
 [ 0.50401846]
 [ 0.65863369]
 ..., 
 [ 0.46669496]
 [ 0.116478  ]
 [ 0.11995128]]
final_outputs_run [[ 0.52576278]
 [ 0.50401846]
 [ 0.65863369]
 ..., 
 [ 0.46669496]
 [ 0.116478  ]
 [ 0.11995128]]
Progress: 2.0% ... Training loss: 0.484 ... Validation loss: 0.787[-0.95978975]
[-0.01141353]
[ 0.20029649]
[-0.13941375]
[-0.92833527]
[-0.56204418]
[-0.13581237]
[ 0.09239097]
[-0.34375405]
[ 0.13623498]
[-0.41086493]
[-0.76454896]
[-0.66719864]
[-0.37726221]
[-0.10785665]
[-0.6294359]
[-0.47651937]
[-0.49201174]
[-0.35967484]
[ 1.01523736]
[-0.58157949]
[-1.09382426]
[-0.44411034]
[-0.81946288]
[-0.22498893]
[ 0.59493714]
[-0.17869606]
[-0.01513968]
[-1.0229892]
[ 0.19676879]
[ 0.90576841]
[ 0.68032239]
[ 0.2283626]
[ 0.45304878]
[-0.7829616]
[ 0.6673294]
[-0.34554362]
[-0.3488085]
[-0.54418391]
[-0.08513214]
[ 0.04284771]
[-0.34007674]
[-0.66933754]
[-0.33494187]
[-0.19415318]
[-0.23125883]
[ 0.68266356]
[-0.35497]
[ 0.12198279]
[-0.84704605]
[ 2.51880948]
[ 0.24870927]
[ 0.73738607]
[ 0.03361946]
[-0.53434132]
[-0.05481419]
[-0.24889039]
[ 0.28978621]
[-0.53603652]
[-0.65193762]
[-0.41927747]
[ 1.34517592]
[ 1.24600058]
[-0.5796519]
[-0.32212096]
[-1.12013278]
[ 1.0177704]
[-0.13526482]
[-0.1052073]
[ 0.10788594]
[ 1.42107562]
[ 1.67810423]
[-0.62765813]
[ 0.62987587]
[-0.43141842]
[-0.26040302]
[-0.51444507]
[ 0.02707434]
[-0.95766939]
[ 0.24870927]
[ 0.1286664]
[ 0.09682496]
[-0.27351798]
[ 1.46420463]
[-0.10554162]
[-0.04662398]
[-0.44234702]
[-1.06819424]
[-0.02933483]
[-0.00205494]
[ 0.01107273]
[-0.7578997]
[-1.01271968]
[ 0.48749937]
[-0.04807615]
[ 0.48627492]
[-0.836373]
[-0.49383974]
[-0.31706804]
[ 0.86094015]
[-0.44611452]
[-0.54100932]
[-0.5391862]
[-0.30767881]
[ 1.82323607]
[ 0.6992382]
[-0.05705267]
[-0.51973746]
[ 0.25595986]
[ 0.45997017]
[-0.60169071]
[ 0.73196114]
[ 0.30043486]
[ 0.5992572]
[ 0.07388906]
[ 0.04492017]
[ 0.04699343]
[-0.29633523]
[-0.01778798]
[-0.26426131]
[ 0.24299062]
[-0.54875054]
[ 0.18873985]
[-0.70298602]
[ 0.18885326]
[ 0.19930119]
[-0.02143573]
[-0.52133427]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
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   -7.36201693e-02   8.21121736e-02   1.19674063e-01   1.77551043e-01
   -1.11873179e-02  -9.51556986e-02]
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    8.82281867e-02  -8.36249685e-02]
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   -2.15405915e-01   2.03973133e-01   7.27926927e-02  -1.96587455e-01
   -1.12609498e-01   2.06411405e-02]
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   -3.69567721e-01   7.84897084e-02   1.84494248e-01   9.17172508e-02
    2.02148989e-02   7.10003075e-02]
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   -7.28707562e-02   1.58581093e-01  -2.96174831e-01  -5.03689589e-02
   -3.60217895e-02  -1.57622945e-01]
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    1.63595248e-02   1.59430588e-01]
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    4.54612223e-02   3.45488311e-02   1.10068746e-01  -7.99380245e-02
    1.45256381e-01  -2.05794550e-02]
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    4.20170317e-02   1.46032608e-01   1.78154798e-01   3.25016716e-02
   -1.05911243e-01   1.68844862e-01]]
final_inputs_run [[ 0.4913812 ]
 [ 0.46991139]
 [ 0.62537866]
 ..., 
 [ 0.43449486]
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final_outputs_run [[ 0.4913812 ]
 [ 0.46991139]
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 ..., 
 [ 0.43449486]
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Progress: 2.1% ... Training loss: 0.482 ... Validation loss: 0.792[-0.4997317]
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[ 1.23100283]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15424         0         1             0    ...          1      0      0   
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15426         0         1             0    ...          0      0      1   
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15429         0         1             0    ...          0      0      0   
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15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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6              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.75802182e-01  -2.17753303e-01   1.42204383e-01  -1.75782896e-01
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 [ -1.44458387e-01   6.17743334e-02   2.76476088e-04  -1.35536561e-01
   -7.45269752e-02  -2.36434419e-02   5.84503757e-02   6.74494294e-02
   -1.83054687e-01   1.49734818e-01]
 [  2.54024436e-01  -2.15499305e-01  -8.67502985e-02   7.77100491e-02
    1.57294819e-01   4.17850142e-02  -5.67398066e-02  -6.09518853e-02
    2.54196600e-01   2.41098424e-02]
 [ -9.47324662e-02   1.47192596e-01  -4.60395652e-02   2.16903685e-02
    1.26842963e-01  -9.91281002e-02  -2.02332231e-03  -2.58256049e-02
    4.70155396e-02   1.30349039e-01]
 [  9.10599117e-02   1.47885877e-01  -2.20640484e-02  -1.84088161e-03
    4.12121367e-02  -3.66617542e-02  -2.48426121e-01   2.47029612e-01
   -1.42261566e-01  -1.93341326e-02]
 [ -3.60594467e-02   2.89478308e-01  -1.10291160e-01   3.27884224e-02
    8.24407229e-02  -5.36494442e-02  -8.66036673e-02  -2.59472952e-01
   -7.97315663e-02  -1.34912421e-01]
 [ -5.81430404e-02   1.54922133e-01  -1.04217281e-01  -2.85576788e-01
   -2.14639825e-01  -3.04708591e-01   4.97232440e-02  -8.84030340e-02
   -8.79278259e-02  -1.55553396e-01]
 [  5.51560919e-02   2.19796327e-04  -4.59870069e-02  -1.16542496e-01
   -5.61570245e-02  -4.14619431e-02   4.59236568e-02   5.64711380e-02
    3.67696881e-03   7.22042131e-02]
 [ -1.73982242e-01  -1.88636230e-03   8.78882609e-03   1.08484561e-01
   -2.26368250e-01   9.30327557e-02   5.96964712e-02   2.03456054e-01
    1.32070686e-01   4.95392015e-03]
 [ -7.24881209e-02   2.15518843e-01   1.77566753e-01   5.34405108e-02
   -1.27089588e-01   7.79734026e-02   1.54860987e-01  -1.80713477e-01
    1.80178866e-01   3.51683454e-02]
 [  2.10507692e-01  -5.88973990e-02  -2.38673156e-02  -2.07036934e-01
   -3.86677540e-02   1.57893856e-01  -3.88432840e-02  -2.92454910e-02
    1.05981494e-01   8.64279077e-02]
 [  2.52106383e-02   1.95456381e-02  -2.45665106e-01  -2.32851593e-01
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   -1.41653795e-03  -8.82647269e-02]
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    2.02507829e-01  -6.54771449e-02   5.83960597e-02  -9.46141540e-02
    2.12458040e-01   1.83943105e-01]
 [  1.03244106e-01   1.86037583e-01   3.61140504e-02  -6.14402747e-02
    5.00394151e-02   2.06823799e-01  -5.69831024e-02  -2.15188795e-01
   -8.43165971e-02   1.47997006e-01]
 [ -1.66001690e-02  -3.43790320e-02  -3.87165018e-03  -1.51113056e-01
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    1.16210403e-01   6.47701586e-02]
 [  1.50662944e-01   4.06799669e-02  -2.26869838e-01  -1.85322399e-01
   -3.37232138e-01   1.74387586e-01   1.83858891e-01  -5.89694092e-02
    2.31339656e-01   1.39526011e-01]
 [  3.31421426e-02  -2.00134565e-02  -2.11238723e-01   2.14261218e-01
   -2.67923495e-01   1.25362305e-03   2.03888016e-02   7.16526151e-02
   -1.07838686e-01   2.84381110e-01]
 [  2.16262309e-01   2.30247792e-01  -1.11212203e-01   2.74221255e-01
   -3.06505847e-01  -1.62553807e-02  -2.07178360e-02   1.18754899e-01
    9.54365352e-02   3.74673469e-01]
 [ -1.40409809e-01   1.07173179e-01  -2.29974258e-01   1.62243293e-01
   -3.71553113e-01  -8.49161848e-02  -1.03769458e-01   5.25313503e-03
    1.02947882e-01  -1.48388243e-01]
 [  1.45274695e-01   1.05972474e-02  -1.33133969e-01  -4.36560600e-02
   -2.97220301e-01  -3.88124630e-02   1.29710716e-01  -5.04920671e-02
   -1.96797406e-01   1.77035048e-01]
 [  1.68321363e-01  -1.17095447e-01  -7.51729237e-02  -6.62434933e-02
   -4.20223683e-01  -5.37439005e-02   2.16215468e-01  -1.24085092e-01
   -1.25286283e-01   1.48865808e-01]
 [ -3.00634557e-03   1.20762239e-01  -1.23340707e-01   6.27397688e-02
   -7.21455376e-02   8.67934576e-02   6.18203974e-02   1.35257340e-01
    2.59631633e-01   1.51005735e-02]
 [ -1.57170636e-01  -2.09857159e-01  -1.29441805e-02  -2.16841022e-01
    3.63199818e-01  -1.62074948e-02   1.42967638e-01   1.59536114e-02
   -5.62585474e-02  -1.03798327e-01]
 [ -3.51453266e-01  -3.49746387e-01  -1.12993670e-02  -7.49814262e-02
    3.46486321e-01  -1.04782287e-01  -2.17932945e-01   1.42924463e-01
   -1.33715741e-01  -3.63961049e-01]
 [  1.73670513e-01   2.15616904e-01   2.54923492e-02  -5.18356691e-02
    6.07411726e-02   4.96064878e-02  -7.64365123e-02  -8.03103932e-02
   -4.97641638e-04  -7.21262760e-02]
 [  5.53241971e-02   3.03630541e-02  -2.28809538e-01   1.14515117e-01
    1.11759766e-01  -5.35716679e-02   1.81446068e-01   1.32819873e-02
   -1.67173756e-02  -1.52592710e-01]
 [  2.14540740e-02   1.69794178e-01   1.54233446e-01  -4.14757888e-02
   -2.24661512e-01  -1.82062271e-02  -1.71499924e-02   7.64564614e-02
   -1.53515730e-01  -3.99222469e-02]
 [  1.12313827e-01   8.22668522e-03   2.97282418e-03  -1.08314380e-01
   -6.99873557e-02   5.32679552e-02  -1.08760136e-01   6.87804673e-02
    2.57163023e-02   2.16226186e-02]
 [ -1.48697446e-01   1.63252833e-01   1.27433912e-01   3.76631636e-02
    1.63720409e-01  -1.57094815e-01  -1.54671726e-01  -1.35277896e-01
    1.48182243e-03   1.34832043e-01]
 [  1.68920352e-01   2.29826747e-01   9.41452851e-02   1.20581480e-01
   -5.01954733e-02  -2.58606239e-01  -8.34514456e-02  -8.66169390e-02
   -1.11701560e-01   1.44073243e-01]
 [  3.15910140e-02  -1.54302427e-01   8.72224770e-02   1.96710542e-01
   -4.32429739e-02  -1.43266277e-02  -9.73547857e-02   4.23791688e-02
    1.25810370e-01  -1.61192181e-01]
 [  3.79133347e-02   1.30937972e-02   1.26818911e-01  -8.78184684e-02
   -9.04346688e-02   2.04677978e-01   5.04587399e-04   8.96511004e-02
    1.51868147e-01  -3.61155656e-01]
 [  1.49769649e-01  -2.18665416e-01   5.66493282e-02  -3.29885627e-01
    5.58276363e-01  -1.31064038e-01  -1.42731525e-01   2.22952652e-01
    1.58532793e-01  -3.61645280e-01]
 [ -2.60358864e-01  -1.65796027e-01   5.62269195e-02  -6.05072411e-02
    4.67962885e-01  -1.98604663e-01  -1.85494609e-01   1.74750204e-01
    3.60209838e-01  -3.08955271e-01]
 [  1.82951847e-01  -4.54911330e-02  -7.05545986e-02   1.21398898e-01
    3.27899065e-01  -1.76950964e-01  -1.36214365e-01  -6.34718318e-02
    3.96183701e-02  -1.45382856e-01]
 [ -2.89161563e-01  -1.80564636e-01   2.74480029e-01  -9.27853196e-03
   -7.31006183e-02   8.20262673e-02   1.19554741e-01   1.77654771e-01
   -1.11424052e-02  -9.53818835e-02]
 [  1.28403741e-01   1.47817943e-02   2.38103321e-01  -2.18481717e-01
   -3.19274611e-02   9.50442502e-02   1.11236011e-01   1.64230081e-01
    8.81814084e-02  -8.33927990e-02]
 [  1.43279618e-01   9.48929782e-02  -1.02625032e-01  -1.01861655e-01
   -2.15385231e-01   2.03971556e-01   7.27948928e-02  -1.96584131e-01
   -1.12610093e-01   2.06263682e-02]
 [ -1.51797644e-01   1.39895868e-01  -2.10543446e-01  -5.21468626e-02
   -3.69890044e-01   7.85418007e-02   1.84562522e-01   9.16535714e-02
    2.01874314e-02   7.11344385e-02]
 [  2.81268771e-02   8.07147835e-02   6.12369259e-04   5.86775152e-02
   -7.66521151e-02   1.59175156e-01  -2.95371343e-01  -5.10919383e-02
   -3.63277389e-02  -1.55927547e-01]
 [  2.24427787e-02   8.57167210e-03   2.00663705e-01  -1.46960755e-01
   -9.80203749e-02  -1.93897099e-01   1.37983039e-01  -2.00630729e-01
    1.62661157e-02   1.59945815e-01]
 [  3.21237614e-02   2.46634640e-01   3.86891660e-01   2.09719432e-01
    4.59582863e-02   3.44052190e-02   1.09846330e-01  -7.97655123e-02
    1.45322574e-01  -2.08736670e-02]
 [  2.26220512e-02   2.30431710e-02   3.90727105e-02   7.70924710e-02
   -7.98659153e-02  -1.16871553e-01   8.87925321e-02  -1.48889863e-01
    5.67063403e-02   1.02455301e-01]
 [ -4.54636862e-02   2.13279271e-01   2.71699254e-01  -1.04821538e-01
   -9.40934374e-02  -2.76092855e-02  -1.59108899e-02   9.15781553e-02
   -2.45774884e-01   2.71295466e-02]
 [ -9.34065088e-02  -2.24006017e-03   2.06127481e-01  -3.80049447e-02
   -1.08728201e-01  -1.24223672e-01  -1.65104157e-01  -1.37697825e-01
   -2.17056744e-01   1.50110392e-02]
 [  8.95957229e-02  -2.92706391e-01   8.81990068e-02   7.21537943e-02
    4.11381618e-02   1.46127328e-01   1.78247896e-01   3.24335556e-02
   -1.05939877e-01   1.69026780e-01]]
final_inputs_run [[-1.33025964]
 [-1.35198251]
 [-1.40477364]
 ..., 
 [-0.25217722]
 [-0.06544288]
 [ 0.18716231]]
final_outputs_run [[-1.33025964]
 [-1.35198251]
 [-1.40477364]
 ..., 
 [-0.25217722]
 [-0.06544288]
 [ 0.18716231]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
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Progress: 2.1% ... Training loss: 0.481 ... Validation loss: 0.796[-0.53868603]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
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27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
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15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
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15427   1        0 -0.192085  1.310171  -0.821460         0         0   
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15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
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15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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final_inputs_run [[-1.30006445]
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final_outputs_run [[-1.30006445]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15454         0         1             1    ...          0      0      0   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
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16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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[1440 rows x 56 columns]
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final_inputs_run [[ 0.48788687]
 [ 0.45996289]
 [ 0.6155244 ]
 ..., 
 [ 0.42010996]
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final_outputs_run [[ 0.48788687]
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 ..., 
 [ 0.42010996]
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Progress: 2.1% ... Training loss: 0.479 ... Validation loss: 0.790[ 0.23441688]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
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final_inputs_run [[-1.25207   ]
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 ..., 
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final_outputs_run [[-1.25207   ]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
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15456         0         1             1    ...          0      0      0   
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15458         0         1             1    ...          0      0      0   
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15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
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15441          0          0          0          1          0          0   
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15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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[1440 rows x 56 columns]
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 [  1.03186153e-01   1.86007442e-01   3.61729453e-02  -6.14996213e-02
    5.02631777e-02   2.06797663e-01  -5.70292361e-02  -2.15148739e-01
   -8.43002001e-02   1.47927042e-01]
 [ -1.67498397e-02  -3.45222961e-02  -3.74796032e-03  -1.51235111e-01
    2.10388091e-01   2.42038743e-02   2.91505110e-02  -1.26457170e-01
    1.16242016e-01   6.45705231e-02]
 [  1.51821463e-01   4.18597138e-02  -2.27895272e-01  -1.84346562e-01
   -3.41031789e-01   1.75038101e-01   1.84730222e-01  -5.97315889e-02
    2.31007350e-01   1.41221197e-01]
 [  3.39505986e-02  -1.92282674e-02  -2.11940430e-01   2.14976520e-01
   -2.70580269e-01   1.67010805e-03   2.09575045e-02   7.11584564e-02
   -1.08057700e-01   2.85522656e-01]
 [  2.17319367e-01   2.31301308e-01  -1.12172666e-01   2.75182940e-01
   -3.09752601e-01  -1.57117566e-02  -1.99397567e-02   1.18075291e-01
    9.51389868e-02   3.76165144e-01]
 [ -1.39505050e-01   1.08111032e-01  -2.30825168e-01   1.63110338e-01
   -3.74619144e-01  -8.44266238e-02  -1.03069739e-01   4.63138119e-03
    1.02688742e-01  -1.47030024e-01]
 [  1.46180070e-01   1.15649401e-02  -1.33991293e-01  -4.27783211e-02
   -3.00408394e-01  -3.83136715e-02   1.30414892e-01  -5.10955863e-02
   -1.97059683e-01   1.78424953e-01]
 [  1.69229280e-01  -1.16178867e-01  -7.59476892e-02  -6.54275872e-02
   -4.23031146e-01  -5.32648936e-02   2.16865938e-01  -1.24667101e-01
   -1.25535265e-01   1.50162350e-01]
 [ -2.70589516e-03   1.21048408e-01  -1.23607433e-01   6.30092276e-02
   -7.31071256e-02   8.69523140e-02   6.20259196e-02   1.35071718e-01
    2.59556853e-01   1.55228058e-02]
 [ -1.57657260e-01  -2.10351187e-01  -1.25123409e-02  -2.17308788e-01
    3.64216651e-01  -1.64547139e-02   1.42635878e-01   1.62651729e-02
   -5.61248969e-02  -1.04528439e-01]
 [ -3.53054444e-01  -3.51342860e-01  -9.88049685e-03  -7.64343435e-02
    3.51491988e-01  -1.05623032e-01  -2.19081148e-01   1.43957629e-01
   -1.33270905e-01  -3.66278343e-01]
 [  1.72811471e-01   2.14752969e-01   2.63685454e-02  -5.26952795e-02
    6.37179743e-02   4.90959361e-02  -7.71589279e-02  -7.96849339e-02
   -2.20720542e-04  -7.34860203e-02]
 [  5.54650813e-02   3.05433417e-02  -2.28921706e-01   1.14659587e-01
    1.11223783e-01  -5.35038044e-02   1.81558726e-01   1.31784705e-02
   -1.67580261e-02  -1.52371547e-01]
 [  2.12666616e-02   1.69611644e-01   1.54413488e-01  -4.16430175e-02
   -2.24027366e-01  -1.83072846e-02  -1.72950952e-02   7.65819597e-02
   -1.53459314e-01  -4.02015179e-02]
 [  1.12050248e-01   7.94563572e-03   3.33662708e-03  -1.08660765e-01
   -6.87402779e-02   5.30716627e-02  -1.09030454e-01   6.90078227e-02
    2.58204130e-02   2.10733436e-02]
 [ -1.48558575e-01   1.63423200e-01   1.27344433e-01   3.78031269e-02
    1.63343989e-01  -1.57022837e-01  -1.54567894e-01  -1.35361597e-01
    1.44502858e-03   1.35035759e-01]
 [  1.68563097e-01   2.29518725e-01   9.44737907e-02   1.20281319e-01
   -4.92995158e-02  -2.58804672e-01  -8.37148749e-02  -8.63818230e-02
   -1.11595999e-01   1.43625612e-01]
 [  3.20697417e-02  -1.53695389e-01   8.68026061e-02   1.97213934e-01
   -4.49594084e-02  -1.40602073e-02  -9.69777680e-02   4.20220229e-02
    1.25658837e-01  -1.60464029e-01]
 [  3.71749068e-02   1.23472780e-02   1.27511868e-01  -8.85423679e-02
   -8.80828559e-02   2.04237225e-01  -7.06984546e-05   9.01355588e-02
    1.52083962e-01  -3.62113617e-01]
 [  1.47164181e-01  -2.21280822e-01   5.89603989e-02  -3.32058336e-01
    5.65440915e-01  -1.32482932e-01  -1.44950135e-01   2.24784442e-01
    1.59347802e-01  -3.65170872e-01]
 [ -2.62132387e-01  -1.67980073e-01   5.81663688e-02  -6.23490594e-02
    4.72749346e-01  -1.99685907e-01  -1.87103303e-01   1.76109797e-01
    3.60816875e-01  -3.11765072e-01]
 [  1.82383520e-01  -4.60618728e-02  -7.00210811e-02   1.20861326e-01
    3.29788642e-01  -1.77275054e-01  -1.36658661e-01  -6.30873950e-02
    3.97804950e-02  -1.46206659e-01]
 [ -2.88751966e-01  -1.80055597e-01   2.74095592e-01  -8.86192636e-03
   -7.47834583e-02   8.22850185e-02   1.19946915e-01   1.77314540e-01
   -1.12826514e-02  -9.46639751e-02]
 [  1.28188950e-01   1.45440173e-02   2.38320484e-01  -2.18715502e-01
   -3.11816285e-02   9.49135393e-02   1.11068755e-01   1.64388432e-01
    8.82460708e-02  -8.37128616e-02]
 [  1.43151299e-01   9.47673013e-02  -1.02505477e-01  -1.01992000e-01
   -2.15064451e-01   2.03898212e-01   7.27066699e-02  -1.96499816e-01
   -1.12574846e-01   2.04399774e-02]
 [ -1.51422592e-01   1.40284656e-01  -2.10904678e-01  -5.17822917e-02
   -3.71193537e-01   7.87580133e-02   1.84852964e-01   9.13941230e-02
    2.00740675e-02   7.17124537e-02]
 [  2.84111569e-02   8.10118083e-02   3.86780780e-04   5.89240666e-02
   -7.76325729e-02   1.59347869e-01  -2.95157371e-01  -5.12911556e-02
   -3.63976248e-02  -1.55432306e-01]
 [  2.33136957e-02   9.56092428e-03   1.99935587e-01  -1.46223915e-01
   -1.01264645e-01  -1.93458687e-01   1.38722021e-01  -2.01284184e-01
    1.59842294e-02   1.61366031e-01]
 [  3.04369995e-02   2.44828752e-01   3.88638061e-01   2.08140121e-01
    4.98130053e-02   3.33926929e-02   1.08393711e-01  -7.85541805e-02
    1.45863471e-01  -2.32640097e-02]
 [  2.04990449e-02   2.09668134e-02   4.10697367e-02   7.51625386e-02
   -7.38176696e-02  -1.18026357e-01   8.71080620e-02  -1.47418298e-01
    5.73256440e-02   9.93339262e-02]
 [ -4.41018345e-02   2.14559979e-01   2.70500674e-01  -1.03525880e-01
   -9.88862729e-02  -2.69268160e-02  -1.49804721e-02   9.07195754e-02
   -2.46125659e-01   2.91950352e-02]
 [ -9.40267307e-02  -2.91860399e-03   2.06810723e-01  -3.86022747e-02
   -1.06771293e-01  -1.24571524e-01  -1.65721695e-01  -1.37158649e-01
   -2.16809283e-01   1.40521067e-02]
 [  8.93103837e-02  -2.92936528e-01   8.85330752e-02   7.17990972e-02
    4.19898263e-02   1.45903647e-01   1.77889680e-01   3.27109425e-02
   -1.05800237e-01   1.68453810e-01]]
final_inputs_run [[ 0.5414216 ]
 [ 0.51507854]
 [ 0.66846565]
 ..., 
 [ 0.47011509]
 [ 0.11504574]
 [ 0.11507885]]
final_outputs_run [[ 0.5414216 ]
 [ 0.51507854]
 [ 0.66846565]
 ..., 
 [ 0.47011509]
 [ 0.11504574]
 [ 0.11507885]]
Progress: 2.1% ... Training loss: 0.479 ... Validation loss: 0.779[-1.11898304]
[-1.02717552]
[ 1.0106641]
[-0.69723871]
[-0.34976746]
[-1.06857789]
[-0.91425957]
[-0.00428256]
[-0.13288833]
[-0.62478996]
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[ 0.1392137]
[ 0.5407456]
[-0.54530545]
[-0.09737915]
[ 0.27948296]
[ 1.07283953]
[-0.19350238]
[ 0.42327467]
[ 0.69737085]
[-0.13592099]
[ 0.85144519]
[-1.07200686]
[ 2.4252626]
[-0.13772997]
[ 0.60081642]
[ 0.80598881]
[-0.18724367]
[ 0.01345532]
[ 1.76876104]
[ 0.51008121]
[ 0.37902067]
[-0.37979124]
[-0.21617953]
[-0.38878475]
[-0.19141119]
[-0.50169261]
[-1.32477651]
[-0.09178144]
[-0.07654462]
[-0.82272899]
[-0.60527426]
[ 1.06658486]
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[-0.79194637]
[-1.05827256]
[-1.20931565]
[-0.1434247]
[-0.38843175]
[-0.36416128]
[ 0.4102939]
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[ 0.19516824]
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[ 0.01524766]
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[ 0.05891247]
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[ 1.06563877]
[ 0.08540433]
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[ 0.11797174]
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[ 0.38327606]
[ 0.00315869]
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[ 0.15611093]
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[ 0.52599255]
[-0.26603206]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
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15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
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15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
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   -4.40581911e-02  -1.41962914e-02  -9.71549722e-02   4.21877402e-02
    1.25738229e-01  -1.60836236e-01]
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   -8.60656109e-02   2.03828701e-01  -6.55068244e-04   9.06484586e-02
    1.52329094e-01  -3.63029448e-01]
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    5.65664415e-01  -1.32570406e-01  -1.45106255e-01   2.24934485e-01
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    4.73645866e-01  -1.99933759e-01  -1.87527100e-01   1.76465155e-01
    3.60989281e-01  -3.12449486e-01]
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    3.32605664e-01  -1.77756820e-01  -1.37341702e-01  -6.24576661e-02
    4.00708329e-02  -1.47491694e-01]
 [ -2.88533670e-01  -1.79850462e-01   2.73932752e-01  -8.68959290e-03
   -7.55248350e-02   8.24046090e-02   1.20107276e-01   1.77173386e-01
   -1.13516871e-02  -9.43526558e-02]
 [  1.28580224e-01   1.49400305e-02   2.38046072e-01  -2.18431539e-01
   -3.25452614e-02   9.51289018e-02   1.11361354e-01   1.64129757e-01
    8.81249049e-02  -8.31531083e-02]
 [  1.43205844e-01   9.48530780e-02  -1.02555787e-01  -1.01940766e-01
   -2.15354942e-01   2.03924477e-01   7.27446207e-02  -1.96543623e-01
   -1.12593059e-01   2.05213402e-02]
 [ -1.50669832e-01   1.41077785e-01  -2.11652036e-01  -5.10907260e-02
   -3.73862152e-01   7.91834098e-02   1.85426435e-01   9.08691207e-02
    1.98295332e-02   7.28284348e-02]
 [  3.00942032e-02   8.27480453e-02  -1.20537667e-03   6.05052820e-02
   -8.34064634e-02   1.60280948e-01  -2.93881589e-01  -5.24619821e-02
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   -1.01698065e-01  -1.93397803e-01   1.38783951e-01  -2.01365203e-01
    1.59503036e-02   1.61525477e-01]
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    4.78243346e-02   3.37164930e-02   1.08821687e-01  -7.89486658e-02
    1.45680668e-01  -2.24051178e-02]
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    5.74213847e-02   9.90587189e-02]
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 [  8.86276385e-02  -2.93586004e-01   8.91714544e-02   7.11941899e-02
    4.37312666e-02   1.45503698e-01   1.77342984e-01   3.31875450e-02
   -1.05564048e-01   1.67537930e-01]]
final_inputs_run [[ 0.4839434 ]
 [ 0.45267562]
 [ 0.60707313]
 ..., 
 [ 0.41183656]
 [ 0.05244766]
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final_outputs_run [[ 0.4839434 ]
 [ 0.45267562]
 [ 0.60707313]
 ..., 
 [ 0.41183656]
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Progress: 2.1% ... Training loss: 0.477 ... Validation loss: 0.789[-0.08031099]
[-0.99012393]
[ 0.02297665]
[-0.13639931]
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[ 1.6790125]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
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14             0          0          0          0          0          0   
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24             1          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
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15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
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...          ...  
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15429          0  
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15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.77325225e-01  -2.19324291e-01   1.44013463e-01  -1.76933224e-01
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   -3.32195054e-01   2.71192064e-01   2.70416605e-02   6.50735681e-02
    1.53217536e-01   8.41705011e-02]
 [ -6.81820034e-02  -5.47346438e-02   2.87072419e-03   1.59388218e-01
   -3.07194770e-02  -2.84580954e-01   9.85771314e-04  -3.86542094e-02
    1.19150975e-01   8.76250013e-02]
 [  2.57762895e-01   1.29996568e-01   5.51796088e-02   1.22816133e-01
   -2.12316494e-01  -5.46802549e-02   3.87390045e-02   1.00407670e-01
    4.39717873e-02   8.38186848e-02]
 [ -1.87071764e-01  -2.46939370e-02  -6.11833833e-02  -6.58690002e-02
    2.61764870e-01   6.58946912e-02  -4.48272862e-02   2.00118278e-01
   -6.49826325e-02   5.65712351e-02]
 [ -9.93593636e-02  -9.57829592e-02  -4.56900262e-02  -7.51986822e-02
   -1.49005375e-01  -6.86863954e-02   2.70677868e-01   9.50121214e-02
    1.99951398e-01   4.10528922e-03]
 [ -1.32841411e-01   9.45284707e-02  -1.33688750e-01   7.13035944e-02
    2.02209036e-01  -1.21131015e-01  -1.85074734e-01   3.31054661e-02
   -2.42826717e-01   1.33349369e-02]
 [ -1.44580991e-01   6.16855274e-02   5.79496826e-04  -1.35757529e-01
   -7.44269103e-02  -2.37668380e-02   5.82721175e-02   6.76157547e-02
   -1.82957473e-01   1.49529723e-01]
 [  2.54024436e-01  -2.15499305e-01  -8.67502985e-02   7.77100491e-02
    1.57294819e-01   4.17850142e-02  -5.67398066e-02  -6.09518853e-02
    2.54196600e-01   2.41098424e-02]
 [ -9.64790366e-02   1.45350472e-01  -4.42236775e-02   1.98981352e-02
    1.32463926e-01  -1.00227539e-01  -3.52743916e-03  -2.45240112e-02
    4.75738740e-02   1.27655043e-01]
 [  9.10051690e-02   1.47664657e-01  -2.16904333e-02  -2.13141389e-03
    4.10150762e-02  -3.67503441e-02  -2.48549877e-01   2.47188529e-01
   -1.42205546e-01  -1.94903741e-02]
 [ -3.46654724e-02   2.91075644e-01  -1.11441922e-01   3.40706036e-02
    7.77105893e-02  -5.28717160e-02  -8.55001407e-02  -2.60465007e-01
   -8.01406612e-02  -1.32877083e-01]
 [ -5.75052538e-02   1.55755086e-01  -1.04873940e-01  -2.84889043e-01
   -2.17414748e-01  -3.04323593e-01   5.02531645e-02  -8.88906807e-02
   -8.81217668e-02  -1.54354811e-01]
 [  5.48101976e-02  -2.64258896e-04  -4.54921655e-02  -1.16909742e-01
   -5.57541579e-02  -4.16585351e-02   4.54617714e-02   5.68643611e-02
    3.85359995e-03   7.15684578e-02]
 [ -1.72541656e-01  -2.30519751e-04   7.45188793e-03   1.09807217e-01
   -2.31432572e-01   9.37826405e-02   6.06694660e-02   2.02557763e-01
    1.31666096e-01   7.20364918e-03]
 [ -7.05821368e-02   2.17544585e-01   1.75820203e-01   5.52162111e-02
   -1.33638088e-01   7.90251350e-02   1.56325322e-01  -1.82036055e-01
    1.79609661e-01   3.80403348e-02]
 [  2.08441587e-01  -6.08799120e-02  -2.21265185e-02  -2.08599381e-01
   -3.42622133e-02   1.56742558e-01  -4.05278287e-02  -2.78458103e-02
    1.06658823e-01   8.37022123e-02]
 [  2.54990963e-02   1.95520194e-02  -2.45457319e-01  -2.32717375e-01
    3.29386148e-01  -1.07628079e-01   9.91432174e-02   6.53172051e-02
   -1.36441171e-03  -8.79296247e-02]
 [ -1.57586035e-01   9.47514369e-02  -2.24837475e-01   6.01579754e-02
    2.02259445e-01  -6.54928882e-02   5.83696528e-02  -9.45927759e-02
    2.12460152e-01   1.83820135e-01]
 [  1.03404119e-01   1.86218070e-01   3.59945284e-02  -6.13080975e-02
    4.95742022e-02   2.06913478e-01  -5.68712731e-02  -2.15292020e-01
   -8.43636531e-02   1.48209542e-01]
 [ -1.66774903e-02  -3.44665114e-02  -3.83807661e-03  -1.51178397e-01
    2.10132665e-01   2.42351982e-02   2.91762413e-02  -1.26515574e-01
    1.16212220e-01   6.46480884e-02]
 [  1.52894362e-01   4.30091093e-02  -2.28932763e-01  -1.83355480e-01
   -3.44792356e-01   1.75639233e-01   1.85571635e-01  -6.04900832e-02
    2.30667085e-01   1.42878516e-01]
 [  3.50619981e-02  -1.80717192e-02  -2.13012912e-01   2.16058134e-01
   -2.74560762e-01   2.25994731e-03   2.18147406e-02   7.03959129e-02
   -1.08402426e-01   2.87228895e-01]
 [  2.18886126e-01   2.32856389e-01  -1.13557724e-01   2.76554129e-01
   -3.14851661e-01  -1.49287789e-02  -1.88387341e-02   1.17083661e-01
    9.46829487e-02   3.78424494e-01]
 [ -1.38612882e-01   1.09023908e-01  -2.31681247e-01   1.63941492e-01
   -3.77692886e-01  -8.39326868e-02  -1.02387714e-01   4.02061949e-03
    1.02419975e-01  -1.45695473e-01]
 [  1.47548748e-01   1.29857687e-02  -1.35196420e-01  -4.15458606e-02
   -3.05045881e-01  -3.75979822e-02   1.31418417e-01  -5.20021069e-02
   -1.97468497e-01   1.80421816e-01]
 [  1.70481299e-01  -1.14925824e-01  -7.70685646e-02  -6.43131764e-02
   -4.27122000e-01  -5.26436111e-02   2.17729900e-01  -1.25482442e-01
   -1.25898858e-01   1.51955312e-01]
 [ -1.81454633e-03   1.21972193e-01  -1.24445441e-01   6.38426125e-02
   -7.61355854e-02   8.74417817e-02   6.26782988e-02   1.34473143e-01
    2.59297929e-01   1.68103857e-02]
 [ -1.58443851e-01  -2.11244348e-01  -1.16512640e-02  -2.18104682e-01
    3.67091918e-01  -1.69073575e-02   1.41995572e-01   1.68631046e-02
   -5.58501575e-02  -1.05817758e-01]
 [ -3.53966464e-01  -3.52244333e-01  -9.11954750e-03  -7.72017355e-02
    3.54447662e-01  -1.06075284e-01  -2.19712398e-01   1.44522171e-01
   -1.33024155e-01  -3.67561916e-01]
 [  1.72614284e-01   2.14572934e-01   2.65489853e-02  -5.28840091e-02
    6.43615080e-02   4.89908626e-02  -7.72951476e-02  -7.95617897e-02
   -1.65632587e-04  -7.37771428e-02]
 [  5.61160975e-02   3.12818572e-02  -2.29576829e-01   1.15304908e-01
    1.09039883e-01  -5.31371309e-02   1.82090934e-01   1.27043841e-02
   -1.69747055e-02  -1.51397135e-01]
 [  2.08743847e-02   1.69286609e-01   1.54777464e-01  -4.20110428e-02
   -2.22894852e-01  -1.85153743e-02  -1.75368780e-02   7.67980018e-02
   -1.53362152e-01  -4.06950841e-02]
 [  1.11512364e-01   7.31261916e-03   3.92859361e-03  -1.09164349e-01
   -6.69627017e-02   5.27330299e-02  -1.09504679e-01   6.94042373e-02
    2.59998017e-02   2.01753870e-02]
 [ -1.48443800e-01   1.63538497e-01   1.27240256e-01   3.79149112e-02
    1.63005309e-01  -1.56970728e-01  -1.54478095e-01  -1.35435542e-01
    1.41231662e-03   1.35203294e-01]
 [  1.68790110e-01   2.29715501e-01   9.43178548e-02   1.20458270e-01
   -5.00144474e-02  -2.58695361e-01  -8.35755251e-02  -8.65184878e-02
   -1.11656965e-01   1.43909487e-01]
 [  3.17236558e-02  -1.53990882e-01   8.70906745e-02   1.96913089e-01
   -4.38425887e-02  -1.42284350e-02  -9.71924663e-02   4.22230344e-02
    1.25754389e-01  -1.60901301e-01]
 [  3.64022604e-02   1.15879307e-02   1.28220894e-01  -8.92073055e-02
   -8.58978462e-02   2.03794450e-01  -7.04252796e-04   9.06910534e-02
    1.52347740e-01  -3.63127200e-01]
 [  1.45614059e-01  -2.22818144e-01   6.04015828e-02  -3.33262407e-01
    5.68774287e-01  -1.33290038e-01  -1.46201142e-01   2.25853336e-01
    1.59862149e-01  -3.67252116e-01]
 [ -2.62388570e-01  -1.68401290e-01   5.86443967e-02  -6.27006116e-02
    4.73446290e-01  -1.99905063e-01  -1.87497594e-01   1.76435007e-01
    3.60977947e-01  -3.12391511e-01]
 [  1.81222887e-01  -4.72676401e-02  -6.88487964e-02   1.19702813e-01
    3.33487356e-01  -1.77891365e-01  -1.37589388e-01  -6.22424891e-02
    4.01809400e-02  -1.47950505e-01]
 [ -2.88654813e-01  -1.79977570e-01   2.74042687e-01  -8.80528167e-03
   -7.51661600e-02   8.23382815e-02   1.20013733e-01   1.77258835e-01
   -1.13156850e-02  -9.45382222e-02]
 [  1.28729655e-01   1.50954100e-02   2.37918057e-01  -2.18290947e-01
   -3.30974862e-02   9.52120349e-02   1.11481616e-01   1.64030192e-01
    8.80787041e-02  -8.29175190e-02]
 [  1.43102222e-01   9.47403716e-02  -1.02459046e-01  -1.02040232e-01
   -2.15036493e-01   2.03866475e-01   7.26671377e-02  -1.96471787e-01
   -1.12562171e-01   2.03644628e-02]
 [ -1.50493461e-01   1.41256391e-01  -2.11806611e-01  -5.09336875e-02
   -3.74434063e-01   7.92787740e-02   1.85555484e-01   9.07585644e-02
    1.97806848e-02   7.30733354e-02]
 [  2.98715816e-02   8.24995571e-02  -9.82912503e-04   6.02742716e-02
   -8.26067883e-02   1.60134903e-01  -2.94092259e-01  -5.22770462e-02
   -3.68442575e-02  -1.53284269e-01]
 [  2.32909249e-02   9.46501966e-03   2.00096466e-01  -1.46336360e-01
   -1.01171258e-01  -1.93491125e-01   1.38624428e-01  -2.01211254e-01
    1.60172182e-02   1.61214753e-01]
 [  3.19605607e-02   2.46349856e-01   3.87281360e-01   2.09499336e-01
    4.46964931e-02   3.42000168e-02   1.09507358e-01  -7.95587726e-02
    1.45411324e-01  -2.10533566e-02]
 [  2.06485561e-02   2.09552856e-02   4.12716572e-02   7.51851921e-02
   -7.55391976e-02  -1.18068907e-01   8.69882879e-02  -1.47325697e-01
    5.73868191e-02   9.93970588e-02]
 [ -4.34511200e-02   2.15474585e-01   2.69886155e-01  -1.02794320e-01
   -1.02125461e-01  -2.65494347e-02  -1.44520374e-02   9.01986957e-02
   -2.46333019e-01   3.04157871e-02]
 [ -9.34681107e-02  -2.35618532e-03   2.06343000e-01  -3.81480219e-02
   -1.08946428e-01  -1.24253712e-01  -1.65301292e-01  -1.37513276e-01
   -2.16978566e-01   1.48754526e-02]
 [  8.87446851e-02  -2.93470470e-01   8.90847223e-02   7.13610342e-02
    4.31191386e-02   1.45542018e-01   1.77336976e-01   3.31549547e-02
   -1.05563247e-01   1.67648394e-01]]
final_inputs_run [[-1.32680371]
 [-1.34863599]
 [-1.40342931]
 ..., 
 [-0.24498848]
 [-0.05483493]
 [ 0.20216623]]
final_outputs_run [[-1.32680371]
 [-1.34863599]
 [-1.40342931]
 ..., 
 [-0.24498848]
 [-0.05483493]
 [ 0.20216623]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
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Progress: 2.1% ... Training loss: 0.477 ... Validation loss: 0.791[-0.41015613]
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[ 1.42340834]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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15426         0         1             0    ...          0      0      1   
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15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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    2.11749521e-01   2.39495086e-02   2.87880804e-02  -1.26178320e-01
    1.16356227e-01   6.39053043e-02]
 [  1.53422207e-01   4.35161831e-02  -2.29397786e-01  -1.82878715e-01
   -3.46423319e-01   1.75921367e-01   1.85958260e-01  -6.08285610e-02
    2.30525278e-01   1.43629694e-01]
 [  3.55907211e-02  -1.75295019e-02  -2.13491831e-01   2.16559526e-01
   -2.76293213e-01   2.53793433e-03   2.22037990e-02   7.00651810e-02
   -1.08551693e-01   2.88025497e-01]
 [  2.19647370e-01   2.33622095e-01  -1.14251250e-01   2.77246684e-01
   -3.17140468e-01  -1.45340490e-02  -1.82728389e-02   1.16596049e-01
    9.44700950e-02   3.79504672e-01]
 [ -1.37845823e-01   1.09835370e-01  -2.32389355e-01   1.64672150e-01
   -3.80323791e-01  -8.35079728e-02  -1.01796485e-01   3.52013990e-03
    1.02200405e-01  -1.44543711e-01]
 [  1.47677392e-01   1.31142813e-02  -1.35311851e-01  -4.14296912e-02
   -3.05424610e-01  -3.75287272e-02   1.31508998e-01  -5.20835229e-02
   -1.97504273e-01   1.80589491e-01]
 [  1.70889844e-01  -1.14509233e-01  -7.74317188e-02  -6.39384815e-02
   -4.28416948e-01  -5.24249295e-02   2.18019854e-01  -1.25744556e-01
   -1.26010864e-01   1.52546304e-01]
 [ -1.71599059e-03   1.22074864e-01  -1.24537682e-01   6.39347202e-02
   -7.64993392e-02   8.74961480e-02   6.27479031e-02   1.34414562e-01
    2.59272993e-01   1.69669699e-02]
 [ -1.57958082e-01  -2.10720381e-01  -1.21017081e-02  -2.17637110e-01
    3.65450129e-01  -1.66433671e-02   1.42375895e-01   1.65275053e-02
   -5.59939872e-02  -1.05066923e-01]
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    3.58947829e-01  -1.06785797e-01  -2.20725784e-01   1.45401689e-01
   -1.32647685e-01  -3.69503448e-01]
 [  1.72441441e-01   2.14397667e-01   2.67039838e-02  -5.30342407e-02
    6.49226599e-02   4.89000565e-02  -7.74226622e-02  -7.94515018e-02
   -1.20075405e-04  -7.40253639e-02]
 [  5.64300139e-02   3.16437999e-02  -2.29884876e-01   1.15621505e-01
    1.07910240e-01  -5.29503438e-02   1.82365312e-01   1.24728648e-02
   -1.70765710e-02  -1.50900080e-01]
 [  2.07395485e-02   1.69155484e-01   1.54889542e-01  -4.21050269e-02
   -2.22485604e-01  -1.86019871e-02  -1.76576987e-02   7.68905253e-02
   -1.53316858e-01  -4.08696787e-02]
 [  1.11667188e-01   7.46519986e-03   3.82348157e-03  -1.09060107e-01
   -6.74817371e-02   5.28174160e-02  -1.09387546e-01   6.93071717e-02
    2.59560065e-02   2.03988958e-02]
 [ -1.48256548e-01   1.63769603e-01   1.27068895e-01   3.81120222e-02
    1.62321879e-01  -1.56867836e-01  -1.54311739e-01  -1.35580756e-01
    1.35124644e-03   1.35527610e-01]
 [  1.69012508e-01   2.29978881e-01   9.41091103e-02   1.20684563e-01
   -5.07962601e-02  -2.58578934e-01  -8.33780103e-02  -8.66929915e-02
   -1.11727716e-01   1.44295059e-01]
 [  3.20859995e-02  -1.53593548e-01   8.67483373e-02   1.97253518e-01
   -4.48722669e-02  -1.40121693e-02  -9.68897572e-02   4.19763547e-02
    1.25642656e-01  -1.60359657e-01]
 [  3.64932302e-02   1.16799428e-02   1.28138631e-01  -8.91236663e-02
   -8.61819471e-02   2.03842351e-01  -6.36320131e-04   9.06331923e-02
    1.52322969e-01  -3.62996784e-01]
 [  1.44860677e-01  -2.23544822e-01   6.11029323e-02  -3.33836478e-01
    5.70516814e-01  -1.33678023e-01  -1.46807514e-01   2.26342368e-01
    1.60089384e-01  -3.68216131e-01]
 [ -2.63159660e-01  -1.69404170e-01   5.94411486e-02  -6.35479388e-02
    4.76473249e-01  -2.00389941e-01  -1.88248030e-01   1.77062102e-01
    3.61230158e-01  -3.13653622e-01]
 [  1.80998546e-01  -4.74986175e-02  -6.86442342e-02   1.19502845e-01
    3.34237053e-01  -1.78002704e-01  -1.37763952e-01  -6.20898792e-02
    4.02466569e-02  -1.48280429e-01]
 [ -2.88670642e-01  -1.79997698e-01   2.74085401e-01  -8.82324094e-03
   -7.51312298e-02   8.23210177e-02   1.20003061e-01   1.77268194e-01
   -1.13130529e-02  -9.45541219e-02]
 [  1.28728591e-01   1.50850550e-02   2.37925965e-01  -2.18297317e-01
   -3.31183897e-02   9.52186209e-02   1.11489645e-01   1.64039405e-01
    8.80731758e-02  -8.29120544e-02]
 [  1.43106621e-01   9.47395162e-02  -1.02453474e-01  -1.02039819e-01
   -2.15053078e-01   2.03869270e-01   7.26679533e-02  -1.96472929e-01
   -1.12564896e-01   2.03591803e-02]
 [ -1.50312094e-01   1.41459791e-01  -2.11984055e-01  -5.07573738e-02
   -3.75083409e-01   7.93807985e-02   1.85702570e-01   9.06293536e-02
    1.97248594e-02   7.33555754e-02]
 [  3.03051854e-02   8.29505056e-02  -1.39160562e-03   6.06996988e-02
   -8.40865088e-02   1.60368384e-01  -2.93785452e-01  -5.25609911e-02
   -3.69653158e-02  -1.52609008e-01]
 [  2.34206718e-02   9.60504665e-03   2.00031245e-01  -1.46264731e-01
   -1.01571630e-01  -1.93437576e-01   1.38735273e-01  -2.01309414e-01
    1.59685217e-02   1.61410643e-01]
 [  3.19794669e-02   2.46233843e-01   3.87396510e-01   2.09411940e-01
    4.48603261e-02   3.41578776e-02   1.09422315e-01  -7.95080531e-02
    1.45414792e-01  -2.11287769e-02]
 [  2.08080229e-02   2.11725414e-02   4.11003420e-02   7.53568308e-02
   -7.61395401e-02  -1.17975910e-01   8.71294925e-02  -1.47458050e-01
    5.73360142e-02   9.96610904e-02]
 [ -4.31878490e-02   2.15697705e-01   2.69646918e-01  -1.02540113e-01
   -1.02485344e-01  -2.64063310e-02  -1.42774146e-02   9.00840674e-02
   -2.46394770e-01   3.08248088e-02]
 [ -9.37611444e-02  -2.59656214e-03   2.06615255e-01  -3.82944331e-02
   -1.08691620e-01  -1.24403864e-01  -1.65557462e-01  -1.37332003e-01
   -2.16885948e-01   1.45836296e-02]
 [  8.98570002e-02  -2.92325872e-01   8.80604420e-02   7.24362797e-02
    3.94886191e-02   1.46173703e-01   1.78186168e-01   3.24434802e-02
   -1.05880017e-01   1.69365874e-01]]
final_inputs_run [[-1.36121601]
 [-1.3826388 ]
 [-1.43899498]
 ..., 
 [-0.28788006]
 [-0.0981151 ]
 [ 0.16394982]]
final_outputs_run [[-1.36121601]
 [-1.3826388 ]
 [-1.43899498]
 ..., 
 [-0.28788006]
 [-0.0981151 ]
 [ 0.16394982]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
15442          0  
15443          0  
15444          0  
15445          0  
15446          0  
15447          0  
15448          0  
15449          0  
15450          0  
15451          0  
15452          0  
15453          0  
15454          0  
15455          0  
15456          0  
15457          0  
15458          0  
15459          0  
15460          0  
15461          0  
15462          0  
15463          0  
15464          0  
...          ...  
16845          0  
16846          0  
16847          0  
16848          0  
16849          0  
16850          0  
16851          0  
16852          0  
16853          0  
16854          0  
16855          0  
16856          0  
16857          0  
16858          0  
16859          0  
16860          0  
16861          0  
16862          0  
16863          0  
16864          0  
16865          0  
16866          0  
16867          0  
16868          0  
16869          0  
16870          0  
16871          0  
16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
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final_inputs_run [[ 0.4404241 ]
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 ..., 
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final_outputs_run [[ 0.4404241 ]
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 ..., 
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Progress: 2.1% ... Training loss: 0.480 ... Validation loss: 0.801[ 0.04609398]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
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15440         0         1             1    ...          0      0      0   
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15445         0         1             0    ...          0      0      0   
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15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
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15464         0         1             1    ...          0      0      0   
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16861         0         1             0    ...          0      0      0   
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16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
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16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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15436          0          0          0          1          0          0   
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16845          1          0          0          0          0          0   
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16874          0          1          0          0          0          0   

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   -5.64256317e-02  -4.15071610e-02   4.56221785e-02   5.66574046e-02
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   -8.42416484e-02   1.47557488e-01]
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    2.30519453e-01   1.43653836e-01]
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   -2.76795212e-01   2.58341383e-03   2.22662327e-02   7.00191169e-02
   -1.08576490e-01   2.88197320e-01]
 [  2.19849297e-01   2.33766858e-01  -1.14400889e-01   2.77408597e-01
   -3.17784347e-01  -1.44471932e-02  -1.81511142e-02   1.16506660e-01
    9.44297907e-02   3.79778055e-01]
 [ -1.37627823e-01   1.10048697e-01  -2.32565939e-01   1.64872205e-01
   -3.81051240e-01  -8.33897788e-02  -1.01632796e-01   3.38248352e-03
    1.02147184e-01  -1.44225687e-01]
 [  1.48160146e-01   1.36138484e-02  -1.35739297e-01  -4.09712451e-02
   -3.06990038e-01  -3.72693493e-02   1.31871449e-01  -5.23949439e-02
   -1.97634614e-01   1.81293100e-01]
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   -4.28705874e-01  -5.23693644e-02   2.18089911e-01  -1.25808156e-01
   -1.26036961e-01   1.52693724e-01]
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   -1.32364787e-01  -3.70994404e-01]
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   -3.93915270e-05  -7.44439583e-02]
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   -1.71200069e-02  -1.50682813e-01]
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   -1.53225881e-01  -4.13181893e-02]
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   -6.75925363e-02   5.28388377e-02  -1.09356986e-01   6.92824330e-02
    2.59475355e-02   2.04525258e-02]
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    1.62545228e-01  -1.56911698e-01  -1.54359754e-01  -1.35530608e-01
    1.37086583e-03   1.35433413e-01]
 [  1.69023212e-01   2.29970609e-01   9.41189846e-02   1.20671696e-01
   -5.08240368e-02  -2.58587691e-01  -8.33973636e-02  -8.66819462e-02
   -1.11720773e-01   1.44286965e-01]
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   -4.60511930e-02  -1.37914200e-02  -9.65695339e-02   4.17101332e-02
    1.25527455e-01  -1.59802788e-01]
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   -8.57601868e-02   2.03754191e-01  -7.54125649e-04   9.07377726e-02
    1.52363907e-01  -3.63227745e-01]
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    5.72893528e-01  -1.34121413e-01  -1.47466747e-01   2.26867816e-01
    1.60320063e-01  -3.69426972e-01]
 [ -2.64343572e-01  -1.70936233e-01   6.06005627e-02  -6.48265909e-02
    4.80650337e-01  -2.01156932e-01  -1.89487812e-01   1.78038962e-01
    3.61651992e-01  -3.15643174e-01]
 [  1.80496264e-01  -4.80043634e-02  -6.82009881e-02   1.19053768e-01
    3.35857168e-01  -1.78236954e-01  -1.38153622e-01  -6.17672446e-02
    4.03834994e-02  -1.49000654e-01]
 [ -2.88940484e-01  -1.80317802e-01   2.74325604e-01  -9.10133388e-03
   -7.40918426e-02   8.21513065e-02   1.19761664e-01   1.77461011e-01
   -1.12244115e-02  -9.50145287e-02]
 [  1.28623822e-01   1.49850054e-02   2.38021634e-01  -2.18392352e-01
   -3.27860089e-02   9.51656278e-02   1.11416438e-01   1.64102654e-01
    8.80991697e-02  -8.30630799e-02]
 [  1.43043558e-01   9.46961839e-02  -1.02415934e-01  -1.02093735e-01
   -2.14876609e-01   2.03845813e-01   7.26350960e-02  -1.96444515e-01
   -1.12553275e-01   2.03007494e-02]
 [ -1.50113156e-01   1.41776847e-01  -2.12239149e-01  -5.05058782e-02
   -3.76031620e-01   7.95100860e-02   1.85903384e-01   9.04668474e-02
    1.96494308e-02   7.37858355e-02]
 [  3.02248405e-02   8.28254509e-02  -1.25467619e-03   6.05713477e-02
   -8.39415576e-02   1.60309952e-01  -2.93911382e-01  -5.24702059e-02
   -3.69314593e-02  -1.52774670e-01]
 [  2.34475399e-02   9.73079225e-03   1.99974047e-01  -1.46139056e-01
   -1.02053988e-01  -1.93420084e-01   1.38772989e-01  -2.01351781e-01
    1.59574442e-02   1.61533220e-01]
 [  3.09104259e-02   2.44970099e-01   3.88411151e-01   2.08334842e-01
    4.81593862e-02   3.34640282e-02   1.08438981e-01  -7.87244020e-02
    1.45743385e-01  -2.28022917e-02]
 [  1.96269884e-02   1.99534601e-02   4.21555361e-02   7.42439499e-02
   -7.21703944e-02  -1.18610460e-01   8.62085353e-02  -1.46705829e-01
    5.76604098e-02   9.79298066e-02]
 [ -4.33768444e-02   2.15307157e-01   2.69950937e-01  -1.02927972e-01
   -1.01371955e-01  -2.65877622e-02  -1.46143427e-02   9.03274486e-02
   -2.46267494e-01   3.02805300e-02]
 [ -9.44783947e-02  -3.36611759e-03   2.07318786e-01  -3.89726373e-02
   -1.06275367e-01  -1.24761763e-01  -1.66176438e-01  -1.36813149e-01
   -2.16666313e-01   1.35245160e-02]
 [  9.01525820e-02  -2.92084303e-01   8.77507313e-02   7.27582327e-02
    3.85319321e-02   1.46318270e-01   1.78412625e-01   3.22523736e-02
   -1.05956631e-01   1.69862812e-01]]
final_inputs_run [[ 0.5208444 ]
 [ 0.48648675]
 [ 0.6357387 ]
 ..., 
 [ 0.44978858]
 [ 0.0919936 ]
 [ 0.081109  ]]
final_outputs_run [[ 0.5208444 ]
 [ 0.48648675]
 [ 0.6357387 ]
 ..., 
 [ 0.44978858]
 [ 0.0919936 ]
 [ 0.081109  ]]
Progress: 2.1% ... Training loss: 0.473 ... Validation loss: 0.779[-0.97593051]
[ 0.60976268]
[-0.09045687]
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[ 0.01740123]
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[ 0.7302816]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
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   -1.71186867e-02  -1.50721519e-01]
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    2.58731130e-02   2.07687285e-02]
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    1.61384284e-01  -1.56715666e-01  -1.54077141e-01  -1.35787942e-01
    1.25470722e-03   1.35988733e-01]
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   -1.11741655e-01   1.44365593e-01]
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   -4.54533204e-02  -1.38691723e-02  -9.67083942e-02   4.18446865e-02
    1.25586831e-01  -1.60006760e-01]
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    1.52480239e-01  -3.63699844e-01]
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    5.76674249e-01  -1.34747621e-01  -1.48487027e-01   2.27749308e-01
    1.60735225e-01  -3.71117164e-01]
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    4.81543506e-01  -2.01306578e-01  -1.89754527e-01   1.78275938e-01
    3.61760529e-01  -3.16065009e-01]
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    3.38476149e-01  -1.78701731e-01  -1.38873366e-01  -6.11022298e-02
    4.06807749e-02  -1.50385861e-01]
 [ -2.89151546e-01  -1.80556554e-01   2.74536083e-01  -9.32544792e-03
   -7.32532646e-02   8.20185775e-02   1.19582473e-01   1.77618587e-01
   -1.11481721e-02  -9.53705032e-02]
 [  1.28573269e-01   1.49155032e-02   2.38154153e-01  -2.18513886e-01
   -3.26991658e-02   9.51383132e-02   1.11384665e-01   1.64149099e-01
    8.81124987e-02  -8.31575646e-02]
 [  1.43056689e-01   9.47102798e-02  -1.02424974e-01  -1.02080489e-01
   -2.14931660e-01   2.03853072e-01   7.26450344e-02  -1.96453707e-01
   -1.12557626e-01   2.03118479e-02]
 [ -1.49950145e-01   1.41975030e-01  -2.12407172e-01  -5.03261515e-02
   -3.76612545e-01   7.96130895e-02   1.86050625e-01   9.03370794e-02
    1.95900220e-02   7.40721916e-02]
 [  3.02734997e-02   8.28041375e-02  -1.26311983e-03   6.05474005e-02
   -8.38867864e-02   1.60284002e-01  -2.93956526e-01  -5.24374444e-02
   -3.69161746e-02  -1.52749273e-01]
 [  2.33570055e-02   9.70936245e-03   1.99982780e-01  -1.46165932e-01
   -1.02319280e-01  -1.93435394e-01   1.38767244e-01  -2.01345782e-01
    1.59600339e-02   1.61509405e-01]
 [  3.05213054e-02   2.44439949e-01   3.88853114e-01   2.07907892e-01
    4.92269229e-02   3.31963703e-02   1.07996070e-01  -7.83566108e-02
    1.45921459e-01  -2.33635625e-02]
 [  1.96944094e-02   2.00288625e-02   4.21231393e-02   7.43028390e-02
   -7.23046224e-02  -1.18563121e-01   8.62550816e-02  -1.46749912e-01
    5.76545465e-02   9.80577593e-02]
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   -2.46460370e-01   3.11162012e-02]
 [ -9.50271128e-02  -3.89860311e-03   2.07896087e-01  -3.95056466e-02
   -1.04697286e-01  -1.25034516e-01  -1.66677509e-01  -1.36344337e-01
   -2.16457713e-01   1.27248181e-02]
 [  9.05235907e-02  -2.91708695e-01   8.74307009e-02   7.30707420e-02
    3.73037773e-02   1.46501090e-01   1.78611973e-01   3.20605948e-02
   -1.06039082e-01   1.70375858e-01]]
final_inputs_run [[ 0.52800913]
 [ 0.49473859]
 [ 0.64372923]
 ..., 
 [ 0.45777179]
 [ 0.0982352 ]
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final_outputs_run [[ 0.52800913]
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 ..., 
 [ 0.45777179]
 [ 0.0982352 ]
 [ 0.08638433]]
Progress: 2.1% ... Training loss: 0.472 ... Validation loss: 0.777[ 0.18713894]
[ 0.21974085]
[ 0.66787964]
[ 2.88029022]
[ 0.68366838]
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[ 2.0170418]
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[ 0.41473887]
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[ 1.27244735]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
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24             1          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
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...          ...  
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15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
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final_inputs_run [[-1.22445241]
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final_outputs_run [[-1.22445241]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
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    5.77791171e-02   9.74001028e-02]
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    3.57261470e-02   1.46719578e-01   1.78887991e-01   3.18117317e-02
   -1.06156986e-01   1.71009246e-01]]
final_inputs_run [[ 0.58835914]
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 ..., 
 [ 0.51348084]
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final_outputs_run [[ 0.58835914]
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 ..., 
 [ 0.51348084]
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Progress: 2.1% ... Training loss: 0.474 ... Validation loss: 0.766[-0.30825934]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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2             0         0             1    ...          0      0      0   
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6             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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22            0         0             0    ...          0      1      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15426         0         1             0    ...          0      0      1   
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15433         0         1             0    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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6              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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   -5.00768124e-02  -4.25774579e-02   4.38779065e-02   5.82211512e-02
    4.52445176e-03   6.88334939e-02]
 [ -1.73501286e-01  -1.64949473e-03   8.77379180e-03   1.08430531e-01
   -2.27470604e-01   9.30318532e-02   5.95348079e-02   2.03537532e-01
    1.32085824e-01   5.42560576e-03]
 [ -6.84770844e-02   2.19957334e-01   1.73819128e-01   5.74182279e-02
   -1.41607805e-01   8.02397164e-02   1.57998880e-01  -1.83612211e-01
    1.78908309e-01   4.15465511e-02]
 [  2.08391058e-01  -6.09796227e-02  -2.21437087e-02  -2.08553698e-01
   -3.47248564e-02   1.56630585e-01  -4.07221895e-02  -2.78149430e-02
    1.06668264e-01   8.36873635e-02]
 [  2.50577723e-02   1.89709351e-02  -2.44789192e-01  -2.32937433e-01
    3.28241351e-01  -1.07866095e-01   9.86118154e-02   6.57012477e-02
   -1.16471666e-03  -8.80903324e-02]
 [ -1.57214530e-01   9.51496585e-02  -2.25147858e-01   6.05268087e-02
    2.00905609e-01  -6.52715099e-02   5.86538145e-02  -9.48570148e-02
    2.12356307e-01   1.84424287e-01]
 [  1.02044266e-01   1.84924391e-01   3.71754612e-02  -6.25401780e-02
    5.40168608e-02   2.06184353e-01  -5.78658210e-02  -2.14409881e-01
   -8.39584794e-02   1.46290841e-01]
 [ -1.70377165e-02  -3.48291587e-02  -3.54099855e-03  -1.51506164e-01
    2.11144306e-01   2.40276410e-02   2.88937080e-02  -1.26302908e-01
    1.16297640e-01   6.41697850e-02]
 [  1.54501878e-01   4.45902776e-02  -2.30353740e-01  -1.81909702e-01
   -3.49969737e-01   1.76482470e-01   1.86727513e-01  -6.15435228e-02
    2.30203382e-01   1.45159213e-01]
 [  3.72476959e-02  -1.58188197e-02  -2.15083213e-01   2.18123638e-01
   -2.81970752e-01   3.38657635e-03   2.34177651e-02   6.89513936e-02
   -1.09070472e-01   2.90505001e-01]
 [  2.21139853e-01   2.35137848e-01  -1.15609143e-01   2.78627917e-01
   -3.22238540e-01  -1.38067999e-02  -1.71720082e-02   1.15599135e-01
    9.39950147e-02   3.81729115e-01]
 [ -1.36035585e-01   1.11667775e-01  -2.34025374e-01   1.66358446e-01
   -3.86393066e-01  -8.25519543e-02  -1.00440572e-01   2.29276254e-03
    1.01669127e-01  -1.41885011e-01]
 [  1.49389593e-01   1.48445550e-02  -1.36891452e-01  -3.98359865e-02
   -3.10943870e-01  -3.66119097e-02   1.32762759e-01  -5.32350402e-02
   -1.98022251e-01   1.83077743e-01]
 [  1.72554589e-01  -1.12850542e-01  -7.89740899e-02  -6.24326166e-02
   -4.33977799e-01  -5.15560542e-02   2.19231143e-01  -1.26863770e-01
   -1.26524946e-01   1.54987412e-01]
 [ -1.51030557e-04   1.23674671e-01  -1.25995236e-01   6.53854833e-02
   -8.17582282e-02   8.83359784e-02   6.39000757e-02   1.33374755e-01
    2.58801980e-01   1.92641000e-02]
 [ -1.58573625e-01  -2.11422006e-01  -1.14966891e-02  -2.18211193e-01
    3.67671671e-01  -1.69565336e-02   1.41887368e-01   1.69856757e-02
   -5.58068418e-02  -1.06018637e-01]
 [ -3.59011527e-01  -3.57965745e-01  -3.89114878e-03  -8.23523056e-02
    3.71917980e-01  -1.08973769e-01  -2.23924661e-01   1.48217898e-01
   -1.31331721e-01  -3.75464816e-01]
 [  1.71137590e-01   2.13105364e-01   2.79916920e-02  -5.43447520e-02
    6.93708186e-02   4.81568474e-02  -7.84359271e-02  -7.85332014e-02
    2.96904373e-04  -7.59737630e-02]
 [  5.65516835e-02   3.18235352e-02  -2.30005414e-01   1.15698538e-01
    1.07325828e-01  -5.28760938e-02   1.82501416e-01   1.23449371e-02
   -1.71387957e-02  -1.50658621e-01]
 [  2.02474824e-02   1.68736346e-01   1.55300503e-01  -4.25263534e-02
   -2.20963767e-01  -1.88976099e-02  -1.80436859e-02   7.71804914e-02
   -1.53165605e-01  -4.15721317e-02]
 [  1.11609876e-01   7.44093781e-03   3.96619302e-03  -1.09153805e-01
   -6.70843498e-02   5.28115077e-02  -1.09361232e-01   6.93253276e-02
    2.59633556e-02   2.03366758e-02]
 [ -1.47336920e-01   1.64906833e-01   1.26213607e-01   3.90374002e-02
    1.59000278e-01  -1.56333086e-01  -1.53485450e-01  -1.36338564e-01
    9.89248470e-04   1.37148942e-01]
 [  1.69213243e-01   2.30243362e-01   9.40212972e-02   1.20816634e-01
   -5.14661935e-02  -2.58493205e-01  -8.31905729e-02  -8.68566137e-02
   -1.11806124e-01   1.44644875e-01]
 [  3.23770864e-02  -1.53192542e-01   8.65253489e-02   1.97577949e-01
   -4.58312573e-02  -1.38020534e-02  -9.65933018e-02   4.17461668e-02
    1.25529576e-01  -1.59825471e-01]
 [  3.54696949e-02   1.04277165e-02   1.29264286e-01  -9.02077079e-02
   -8.21327420e-02   2.03164082e-01  -1.59077299e-03   9.14925253e-02
    1.52730930e-01  -3.64533909e-01]
 [  1.39547723e-01  -2.28934335e-01   6.58081228e-02  -3.38206953e-01
    5.84251994e-01  -1.36467079e-01  -1.51194175e-01   2.30099543e-01
    1.61860136e-01  -3.75341258e-01]
 [ -2.65644450e-01  -1.72474288e-01   6.19947514e-02  -6.61753309e-02
    4.84412224e-01  -2.01891269e-01  -1.90737538e-01   1.79144413e-01
    3.62159298e-01  -3.17603564e-01]
 [  1.78879326e-01  -4.97524475e-02  -6.66021399e-02   1.17493701e-01
    3.40673477e-01  -1.79092774e-01  -1.39435947e-01  -6.05840714e-02
    4.09147979e-02  -1.51459351e-01]
 [ -2.89166573e-01  -1.80618445e-01   2.74604775e-01  -9.38415384e-03
   -7.30415067e-02   8.20012490e-02   1.19536947e-01   1.77646367e-01
   -1.11356295e-02  -9.54620292e-02]
 [  1.28987588e-01   1.53442876e-02   2.37770409e-01  -2.18138465e-01
   -3.40853941e-02   9.53636482e-02   1.11695169e-01   1.63855118e-01
    8.79759339e-02  -8.25555030e-02]
 [  1.43280858e-01   9.49219648e-02  -1.02600252e-01  -1.01896021e-01
   -2.15638549e-01   2.03964850e-01   7.27963198e-02  -1.96600612e-01
   -1.12625515e-01   2.06310482e-02]
 [ -1.49554908e-01   1.42473291e-01  -2.12874001e-01  -4.98905635e-02
   -3.78323556e-01   7.98635916e-02   1.86425430e-01   9.00056100e-02
    1.94385199e-02   7.48093973e-02]
 [  3.01229381e-02   8.25379824e-02  -9.51676217e-04   6.03949139e-02
   -8.30187790e-02   1.60142116e-01  -2.94156162e-01  -5.22512066e-02
   -3.68082712e-02  -1.52952069e-01]
 [  2.34042095e-02   9.73452337e-03   2.00027611e-01  -1.46188526e-01
   -1.02834010e-01  -1.93481471e-01   1.38616868e-01  -2.01275316e-01
    1.59759121e-02   1.61546198e-01]
 [  2.99066929e-02   2.43628842e-01   3.89623422e-01   2.07287530e-01
    4.99132059e-02   3.27877135e-02   1.07267659e-01  -7.78012057e-02
    1.46181262e-01  -2.40014073e-02]
 [  1.87677365e-02   1.90079608e-02   4.31737483e-02   7.32874533e-02
   -6.89160719e-02  -1.19110159e-01   8.54678656e-02  -1.46026733e-01
    5.79842999e-02   9.64911642e-02]
 [ -4.29918943e-02   2.16018073e-01   2.69547076e-01  -1.02294337e-01
   -1.04006203e-01  -2.62830470e-02  -1.41844118e-02   8.98865411e-02
   -2.46443643e-01   3.13067348e-02]
 [ -9.48162160e-02  -3.81450511e-03   2.07965348e-01  -3.94600630e-02
   -1.06011946e-01  -1.24963196e-01  -1.66603040e-01  -1.36364481e-01
   -2.16467844e-01   1.30684809e-02]
 [  9.11086245e-02  -2.91179372e-01   8.68797284e-02   7.35984094e-02
    3.49988245e-02   1.46806737e-01   1.78975292e-01   3.16962011e-02
   -1.06206346e-01   1.71271672e-01]]
final_inputs_run [[-1.25361822]
 [-1.27704389]
 [-1.3299425 ]
 ..., 
 [-0.17793533]
 [ 0.01963457]
 [ 0.29946184]]
final_outputs_run [[-1.25361822]
 [-1.27704389]
 [-1.3299425 ]
 ..., 
 [-0.17793533]
 [ 0.01963457]
 [ 0.29946184]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
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Progress: 2.2% ... Training loss: 0.471 ... Validation loss: 0.766[-0.17495902]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
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final_inputs_run [[-1.29672625]
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final_outputs_run [[-1.29672625]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
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16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
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16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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16857          0          1          0          0          0          0   
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16859          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16866          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
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...          ...  
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[1440 rows x 56 columns]
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   -1.82787613e-01   1.48980616e-01]
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   -8.41108940e-02   1.46962975e-01]
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   -2.84014559e-01   3.69514644e-03   2.38270826e-02   6.85631761e-02
   -1.09254034e-01   2.91339151e-01]
 [  2.21573616e-01   2.35599145e-01  -1.16003623e-01   2.79031012e-01
   -3.23732467e-01  -1.35845677e-02  -1.68376045e-02   1.15282673e-01
    9.38465462e-02   3.82383051e-01]
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   -3.89766503e-01  -8.19964508e-02  -9.96825265e-02   1.56631236e-03
    1.01331026e-01  -1.40350210e-01]
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   -1.98116982e-01   1.83497821e-01]
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   -4.37476370e-01  -5.10075099e-02   2.19973347e-01  -1.27578057e-01
   -1.26859862e-01   1.56486676e-01]
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   -1.31262487e-01  -3.75767371e-01]
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   -1.73075349e-02  -1.49923952e-01]
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   -6.75454710e-02   5.28947875e-02  -1.09243000e-01   6.92179857e-02
    2.59107609e-02   2.05560878e-02]
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    1.58427211e-01  -1.56253857e-01  -1.53378307e-01  -1.36453066e-01
    9.45019728e-04   1.37425823e-01]
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   -1.11713454e-01   1.44252321e-01]
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   -4.65856908e-02  -1.36772117e-02  -9.64158454e-02   4.15791122e-02
    1.25453901e-01  -1.59481367e-01]
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   -8.15778664e-02   2.03084420e-01  -1.69897942e-03   9.15957825e-02
    1.52780618e-01  -3.64779741e-01]
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    5.87543590e-01  -1.37119280e-01  -1.52224376e-01   2.30978708e-01
    1.62321423e-01  -3.76915271e-01]
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    4.88664382e-01  -2.02630820e-01  -1.91847460e-01   1.80115541e-01
    3.62648773e-01  -3.19544769e-01]
 [  1.78257690e-01  -5.04372357e-02  -6.59615924e-02   1.16883273e-01
    3.42404571e-01  -1.79396281e-01  -1.39917271e-01  -6.01242581e-02
    4.11273121e-02  -1.52383689e-01]
 [ -2.89134393e-01  -1.80563354e-01   2.74584794e-01  -9.34886723e-03
   -7.31362935e-02   8.20244438e-02   1.19565190e-01   1.77613307e-01
   -1.11505857e-02  -9.53985233e-02]
 [  1.29056818e-01   1.54239756e-02   2.37700368e-01  -2.18079233e-01
   -3.43772740e-02   9.54018225e-02   1.11762044e-01   1.63793456e-01
    8.79456179e-02  -8.24438101e-02]
 [  1.43355760e-01   9.49997529e-02  -1.02670960e-01  -1.01830482e-01
   -2.15910422e-01   2.04004763e-01   7.28507926e-02  -1.96651757e-01
   -1.12649266e-01   2.07377990e-02]
 [ -1.49106468e-01   1.42987567e-01  -2.13326801e-01  -4.94538832e-02
   -3.80079650e-01   8.01300294e-02   1.86793482e-01   8.96582982e-02
    1.92720342e-02   7.55218023e-02]
 [  3.06247131e-02   8.29730395e-02  -1.35596005e-03   6.07728528e-02
   -8.46039268e-02   1.60363646e-01  -2.93888532e-01  -5.25430715e-02
   -3.69341261e-02  -1.52273790e-01]
 [  2.40295046e-02   1.03918439e-02   1.99472536e-01  -1.45687106e-01
   -1.05252941e-01  -1.93142628e-01   1.39102873e-01  -2.01723584e-01
    1.57588830e-02   1.62510371e-01]
 [  3.04351629e-02   2.44071285e-01   3.89113342e-01   2.07799249e-01
    4.79227153e-02   3.30793131e-02   1.07594537e-01  -7.81233737e-02
    1.46040105e-01  -2.31583526e-02]
 [  1.88078617e-02   1.90471702e-02   4.32208078e-02   7.33292622e-02
   -6.92611149e-02  -1.19071806e-01   8.54855692e-02  -1.46063716e-01
    5.79731039e-02   9.65120628e-02]
 [ -4.36687205e-02   2.15186382e-01   2.70294890e-01  -1.02918561e-01
   -1.02404763e-01  -2.67170793e-02  -1.49086620e-02   9.04242162e-02
   -2.46126798e-01   3.02959869e-02]
 [ -9.39678602e-02  -2.95327247e-03   2.07214791e-01  -3.86994977e-02
   -1.08775204e-01  -1.24491617e-01  -1.65989939e-01  -1.36938748e-01
   -2.16737491e-01   1.42940356e-02]
 [  9.09403449e-02  -2.91338895e-01   8.70696071e-02   7.34735080e-02
    3.52831177e-02   1.46708872e-01   1.78820172e-01   3.18184744e-02
   -1.06138246e-01   1.71004289e-01]]
final_inputs_run [[ 0.554265  ]
 [ 0.51180051]
 [ 0.66005988]
 ..., 
 [ 0.47271619]
 [ 0.10453546]
 [ 0.08866382]]
final_outputs_run [[ 0.554265  ]
 [ 0.51180051]
 [ 0.66005988]
 ..., 
 [ 0.47271619]
 [ 0.10453546]
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Progress: 2.2% ... Training loss: 0.468 ... Validation loss: 0.766[ 0.71203852]
[-1.38279712]
[ 0.6955642]
[-1.29867918]
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[ 1.33628532]
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[ 1.08535804]
[ 1.6100921]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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final_inputs_run [[-1.33386297]
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final_outputs_run [[-1.33386297]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
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16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
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15441          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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15436          0  
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[1440 rows x 56 columns]
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 [  1.50040692e-01   1.55093623e-02  -1.37487404e-01  -3.92415044e-02
   -3.13129832e-01  -3.62676756e-02   1.33239642e-01  -5.36825073e-02
   -1.98225665e-01   1.84036587e-01]
 [  1.74657724e-01  -1.10677093e-01  -8.09513371e-02  -6.05033765e-02
   -4.41044430e-01  -5.04383301e-02   2.20764108e-01  -1.28324877e-01
   -1.27206799e-01   1.58066632e-01]
 [  2.86935600e-04   1.24120256e-01  -1.26430259e-01   6.57978502e-02
   -8.33218735e-02   8.85760046e-02   6.42407330e-02   1.33054633e-01
    2.58655372e-01   1.99438951e-02]
 [ -1.58704964e-01  -2.11579497e-01  -1.13217207e-02  -2.18364682e-01
    3.68108843e-01  -1.70234601e-02   1.41769030e-01   1.70911397e-02
   -5.57578328e-02  -1.06253834e-01]
 [ -3.60800156e-01  -3.60294724e-01  -1.74139076e-03  -8.44710118e-02
    3.79202456e-01  -1.10151862e-01  -2.25573324e-01   1.49759775e-01
   -1.30613471e-01  -3.78643107e-01]
 [  1.70833619e-01   2.12840655e-01   2.82760428e-02  -5.46214142e-02
    7.04115617e-02   4.79945733e-02  -7.86540250e-02  -7.83291516e-02
    3.90523741e-04  -7.63977894e-02]
 [  5.71594678e-02   3.24619900e-02  -2.30538247e-01   1.16210570e-01
    1.05315007e-01  -5.25432490e-02   1.82948697e-01   1.19175233e-02
   -1.73385985e-02  -1.49781513e-01]
 [  1.98752287e-02   1.68340132e-01   1.55637334e-01  -4.28529266e-02
   -2.19787422e-01  -1.91023406e-02  -1.83197341e-02   7.74361284e-02
   -1.53037472e-01  -4.21051813e-02]
 [  1.11840926e-01   7.75543792e-03   3.72563193e-03  -1.08911519e-01
   -6.78949522e-02   5.29736621e-02  -1.09128426e-01   6.91175684e-02
    2.58587866e-02   2.07526883e-02]
 [ -1.47792841e-01   1.64474170e-01   1.26644328e-01   3.85996960e-02
    1.60672859e-01  -1.56616592e-01  -1.53798950e-01  -1.36018870e-01
    1.15283679e-03   1.36463595e-01]
 [  1.69269990e-01   2.30339939e-01   9.40349586e-02   1.20906828e-01
   -5.19070024e-02  -2.58483402e-01  -8.31606745e-02  -8.68936046e-02
   -1.11812887e-01   1.44688678e-01]
 [  3.28001549e-02  -1.52696825e-01   8.61358068e-02   1.98002451e-01
   -4.74246007e-02  -1.35449551e-02  -9.62354409e-02   4.14117156e-02
    1.25378005e-01  -1.59157622e-01]
 [  3.51579046e-02   1.01269123e-02   1.29560666e-01  -9.04774347e-02
   -8.10849355e-02   2.03005736e-01  -1.79849616e-03   9.16903664e-02
    1.52826115e-01  -3.64992390e-01]
 [  1.37837189e-01  -2.30559689e-01   6.73173116e-02  -3.39418626e-01
    5.88588398e-01  -1.37383695e-01  -1.52653305e-01   2.31338159e-01
    1.62491055e-01  -3.77591495e-01]
 [ -2.67233039e-01  -1.74510071e-01   6.37244652e-02  -6.78530066e-02
    4.90116065e-01  -2.02887093e-01  -1.92265579e-01   1.80463268e-01
    3.62829179e-01  -3.20234515e-01]
 [  1.78030324e-01  -5.06631423e-02  -6.57454030e-02   1.16673806e-01
    3.43125829e-01  -1.79498869e-01  -1.40084691e-01  -5.99689131e-02
    4.11975960e-02  -1.52718423e-01]
 [ -2.88983272e-01  -1.80462021e-01   2.74504502e-01  -9.24932657e-03
   -7.35181496e-02   8.20967603e-02   1.19654215e-01   1.77536128e-01
   -1.11941624e-02  -9.52186134e-02]
 [  1.29500721e-01   1.59662019e-02   2.37273888e-01  -2.17683021e-01
   -3.61447896e-02   9.56475162e-02   1.12157528e-01   1.63428467e-01
    8.77795271e-02  -8.16943266e-02]
 [  1.43423817e-01   9.50693983e-02  -1.02731088e-01  -1.01772731e-01
   -2.16129900e-01   2.04041328e-01   7.29002612e-02  -1.96697254e-01
   -1.12671010e-01   2.08264333e-02]
 [ -1.48849153e-01   1.43273499e-01  -2.13566474e-01  -4.92123965e-02
   -3.81019037e-01   8.02781671e-02   1.86987670e-01   8.94749866e-02
    1.91876009e-02   7.59227633e-02]
 [  3.12085974e-02   8.36744861e-02  -1.93071199e-03   6.13315383e-02
   -8.65439120e-02   1.60689120e-01  -2.93384930e-01  -5.29682409e-02
   -3.71281088e-02  -1.51393686e-01]
 [  2.40612345e-02   1.06471391e-02   1.99375805e-01  -1.45480699e-01
   -1.06253731e-01  -1.93091891e-01   1.39168601e-01  -2.01814920e-01
    1.57269323e-02   1.62772326e-01]
 [  3.15500057e-02   2.45360006e-01   3.87996413e-01   2.08927830e-01
    4.37182021e-02   3.37214228e-02   1.08523686e-01  -7.89982366e-02
    1.45635806e-01  -2.12814873e-02]
 [  1.88945897e-02   1.88311216e-02   4.34687872e-02   7.30960500e-02
   -6.86436261e-02  -1.19157301e-01   8.53113458e-02  -1.45889958e-01
    5.80562502e-02   9.62261109e-02]
 [ -4.42660285e-02   2.14449352e-01   2.71006961e-01  -1.03596125e-01
   -1.00076737e-01  -2.71130621e-02  -1.55054115e-02   9.09466916e-02
   -2.45869600e-01   2.92363421e-02]
 [ -9.33601788e-02  -2.35022267e-03   2.06708761e-01  -3.82035129e-02
   -1.10746692e-01  -1.24188618e-01  -1.65525302e-01  -1.37317833e-01
   -2.16920932e-01   1.51552512e-02]
 [  9.07675696e-02  -2.91546001e-01   8.72132484e-02   7.33101641e-02
    3.58389968e-02   1.46601548e-01   1.78668450e-01   3.19513202e-02
   -1.06072799e-01   1.70747501e-01]]
final_inputs_run [[ 0.53228348]
 [ 0.48528335]
 [ 0.63284631]
 ..., 
 [ 0.44808422]
 [ 0.07856858]
 [ 0.06169521]]
final_outputs_run [[ 0.53228348]
 [ 0.48528335]
 [ 0.63284631]
 ..., 
 [ 0.44808422]
 [ 0.07856858]
 [ 0.06169521]]
Progress: 2.2% ... Training loss: 0.467 ... Validation loss: 0.770[-0.16354466]
[-0.36993955]
[ 0.1287904]
[-0.27547313]
[-0.41938321]
[ 0.69372251]
[ 2.39248686]
[-0.38600683]
[-0.41885149]
[-0.78754337]
[ 0.29796028]
[ 0.44792399]
[-0.28794655]
[-0.3514303]
[-0.86551095]
[-0.32515567]
[ 0.88007468]
[ 1.08591911]
[ 1.89421021]
[-0.43699946]
[ 0.16149227]
[ 2.57523976]
[-0.34571203]
[ 0.24970553]
[-0.29713043]
[-0.87406913]
[-0.59920584]
[-0.57839322]
[-0.11085652]
[-0.636483]
[-0.23106249]
[ 0.10715696]
[-0.49810642]
[ 0.53268522]
[ 0.66065124]
[ 0.4489109]
[-0.08378083]
[ 0.01594189]
[ 0.13774374]
[-0.75447709]
[ 0.16460786]
[ 0.21844554]
[-1.19226654]
[-0.81572576]
[-0.25813901]
[-0.1244847]
[-0.71563949]
[ 1.64484824]
[-0.83619332]
[-0.39337456]
[-0.58538807]
[-1.10889609]
[ 0.84085151]
[-0.44269999]
[-0.42845083]
[-0.71563949]
[ 0.38802001]
[-0.06402266]
[-0.07640927]
[-0.36180184]
[-0.5184611]
[-0.79407527]
[ 0.08764131]
[ 1.3599794]
[ 0.06404001]
[-0.2767347]
[ 2.18658214]
[-0.08168462]
[-0.02673212]
[ 0.32178903]
[ 0.02659144]
[ 0.08578181]
[-0.22153854]
[-0.25248228]
[ 1.29051478]
[ 0.11575513]
[-0.43379169]
[-0.30632503]
[ 0.46752441]
[ 0.49009602]
[-0.45629815]
[-0.37725898]
[ 1.05310062]
[-0.04161957]
[ 0.22742791]
[-0.27872121]
[-0.27217503]
[ 0.37093779]
[ 2.82112601]
[-0.7003504]
[ 1.73959805]
[-1.0992243]
[-0.20349061]
[-1.26901066]
[-0.86020272]
[ 2.48355203]
[-0.43280646]
[-0.39772725]
[ 0.42120307]
[ 0.36111947]
[-0.6695933]
[ 0.15349536]
[-0.58279299]
[ 1.12832583]
[ 0.17317256]
[ 0.16372213]
[-0.45970788]
[ 2.11157319]
[-1.29921548]
[-0.43463496]
[-0.22425369]
[-0.18148885]
[-0.64834453]
[ 0.1230315]
[-0.21870045]
[ 1.01620836]
[-1.16292853]
[-0.27451391]
[-0.56885479]
[-0.98714541]
[ 0.38175893]
[-0.14627826]
[-0.52360572]
[ 0.02791047]
[-0.28176011]
[-0.78538902]
[-0.80322105]
[-0.90055564]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
15426          0          0          1          0          0          0   
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
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    8.77200863e-02  -8.14121785e-02]
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   -1.12704240e-01   2.09786292e-02]
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   -3.82183833e-01   8.04623400e-02   1.87246139e-01   8.92417419e-02
    1.90797521e-02   7.64308636e-02]
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   -8.91071646e-02   1.61148291e-01  -2.92797095e-01  -5.35196208e-02
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    1.56849803e-02   1.63016659e-01]
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    1.45765354e-01  -2.18593522e-02]
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    5.83756101e-02   9.48957844e-02]
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    3.54664836e-02   1.46660504e-01   1.78751653e-01   3.18824409e-02
   -1.06104415e-01   1.70912738e-01]]
final_inputs_run [[ 0.53046888]
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 ..., 
 [ 0.44590561]
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final_outputs_run [[ 0.53046888]
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 ..., 
 [ 0.44590561]
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Progress: 2.2% ... Training loss: 0.466 ... Validation loss: 0.767[-0.17244966]
[-0.67759571]
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[ 0.41001883]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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6             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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14            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15426         0         1             0    ...          0      0      1   
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15433         0         1             0    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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   -1.83261570e-01   1.51277210e-01]
 [  2.54024436e-01  -2.15499305e-01  -8.67502985e-02   7.77100491e-02
    1.57294819e-01   4.17850142e-02  -5.67398066e-02  -6.09518853e-02
    2.54196600e-01   2.41098424e-02]
 [ -9.50553197e-02   1.46476808e-01  -4.51411882e-02   2.08132014e-02
    1.27711166e-01  -9.96143518e-02  -2.75347656e-03  -2.52729908e-02
    4.71978658e-02   1.29437834e-01]
 [  9.18883800e-02   1.48324937e-01  -2.20055971e-02  -1.74607904e-03
    3.82369920e-02  -3.63978880e-02  -2.48065047e-01   2.46813511e-01
   -1.42405042e-01  -1.84350133e-02]
 [ -3.47083128e-02   2.91099084e-01  -1.11106382e-01   3.37840962e-02
    7.68047077e-02  -5.28774388e-02  -8.55342376e-02  -2.60412231e-01
   -8.01032609e-02  -1.32770498e-01]
 [ -5.71849661e-02   1.55804007e-01  -1.05036725e-01  -2.84736509e-01
   -2.17929943e-01  -3.04254397e-01   4.99676739e-02  -8.87560188e-02
   -8.80424206e-02  -1.53621268e-01]
 [  5.24742616e-02  -2.74173602e-03  -4.30246994e-02  -1.19204085e-01
   -4.74338399e-02  -4.29668852e-02   4.32938394e-02   5.87628167e-02
    4.76898280e-03   6.77172875e-02]
 [ -1.73083533e-01  -1.36304210e-03   8.64937000e-03   1.08487355e-01
   -2.28364379e-01   9.30949284e-02   5.95660625e-02   2.03458034e-01
    1.32061950e-01   5.79039330e-03]
 [ -6.77909215e-02   2.20135735e-01   1.73394692e-01   5.77790751e-02
   -1.43554734e-01   8.04320342e-02   1.58134964e-01  -1.83804941e-01
    1.78860339e-01   4.21965488e-02]
 [  2.08920402e-01  -6.02165567e-02  -2.27643097e-02  -2.07733552e-01
   -3.78793971e-02   1.56934285e-01  -4.04172388e-02  -2.81646777e-02
    1.06552733e-01   8.46795637e-02]
 [  2.47311743e-02   1.83623914e-02  -2.44053660e-01  -2.33232697e-01
    3.27645902e-01  -1.08158317e-01   9.79958874e-02   6.61128796e-02
   -9.01947175e-04  -8.86450847e-02]
 [ -1.56036737e-01   9.63706525e-02  -2.26179851e-01   6.16192652e-02
    1.96805333e-01  -6.46296562e-02   5.95215630e-02  -9.56749417e-02
    2.11977424e-01   1.86140883e-01]
 [  1.01908622e-01   1.84790682e-01   3.72741982e-02  -6.26691451e-02
    5.44728229e-02   2.06111927e-01  -5.79720134e-02  -2.14323485e-01
   -8.39220340e-02   1.46092533e-01]
 [ -1.68513133e-02  -3.46189985e-02  -3.71910477e-03  -1.51321572e-01
    2.10482366e-01   2.41295619e-02   2.90313281e-02  -1.26445924e-01
    1.16228346e-01   6.44410013e-02]
 [  1.56185039e-01   4.62799590e-02  -2.31898545e-01  -1.80521679e-01
   -3.55619593e-01   1.77369566e-01   1.87952533e-01  -6.26708121e-02
    2.29686671e-01   1.47634911e-01]
 [  3.98201073e-02  -1.31357100e-02  -2.17506682e-01   2.20519430e-01
   -2.90739445e-01   4.78426599e-03   2.53258429e-02   6.72058046e-02
   -1.09876697e-01   2.94317722e-01]
 [  2.22826358e-01   2.36898878e-01  -1.17183428e-01   2.80195120e-01
   -3.27997565e-01  -1.29333676e-02  -1.59236273e-02   1.14470092e-01
    9.34697248e-02   3.84220811e-01]
 [ -1.32808981e-01   1.15128914e-01  -2.37207949e-01   1.69491167e-01
   -3.97363926e-01  -8.07330329e-02  -9.79033520e-02  -9.94467682e-06
    1.00616728e-01  -1.36955400e-01]
 [  1.51395071e-01   1.68923512e-02  -1.38743098e-01  -3.79936568e-02
   -3.17521579e-01  -3.55421455e-02   1.34240778e-01  -5.45883032e-02
   -1.98640410e-01   1.86026724e-01]
 [  1.75302597e-01  -1.10054306e-01  -8.15057698e-02  -5.99442621e-02
   -4.43110925e-01  -5.00915025e-02   2.21219471e-01  -1.28744205e-01
   -1.27395315e-01   1.58994523e-01]
 [  1.14651863e-03   1.24983432e-01  -1.27205316e-01   6.65862934e-02
   -8.61388516e-02   8.90479861e-02   6.48605516e-02   1.32498151e-01
    2.58400793e-01   2.11802120e-02]
 [ -1.59178529e-01  -2.12182001e-01  -1.07957179e-02  -2.18881188e-01
    3.69627955e-01  -1.73168380e-02   1.41333099e-01   1.74715608e-02
   -5.55784923e-02  -1.07101470e-01]
 [ -3.62271790e-01  -3.62039814e-01  -1.64998327e-04  -8.60551962e-02
    3.84825946e-01  -1.10960172e-01  -2.26878156e-01   1.50944476e-01
   -1.30087715e-01  -3.81077873e-01]
 [  1.70684734e-01   2.12753185e-01   2.84145582e-02  -5.47473828e-02
    7.08930035e-02   4.79276586e-02  -7.87390849e-02  -7.82510684e-02
    4.30193129e-04  -7.66125587e-02]
 [  5.76712910e-02   3.30935384e-02  -2.31087888e-01   1.16765878e-01
    1.03632214e-01  -5.22332485e-02   1.83405326e-01   1.15065252e-02
   -1.75264708e-02  -1.48990235e-01]
 [  1.92030178e-02   1.67657265e-01   1.56314263e-01  -4.35101873e-02
   -2.17378311e-01  -1.94923308e-02  -1.88331576e-02   7.78948113e-02
   -1.52818871e-01  -4.31355590e-02]
 [  1.11364532e-01   7.32054036e-03   4.17580019e-03  -1.09335791e-01
   -6.63286958e-02   5.27102819e-02  -1.09471334e-01   6.94302858e-02
    2.60041921e-02   2.00462593e-02]
 [ -1.47578695e-01   1.64760298e-01   1.26440881e-01   3.88206001e-02
    1.59855839e-01  -1.56493224e-01  -1.53590682e-01  -1.36200622e-01
    1.06792418e-03   1.36872419e-01]
 [  1.69366014e-01   2.30468411e-01   9.40581775e-02   1.20930285e-01
   -5.22585754e-02  -2.58439134e-01  -8.30567242e-02  -8.69750832e-02
   -1.11845594e-01   1.44884413e-01]
 [  3.29927767e-02  -1.52457706e-01   8.59773204e-02   1.98158492e-01
   -4.80369419e-02  -1.34537410e-02  -9.61001064e-02   4.12872855e-02
    1.25322322e-01  -1.58908244e-01]
 [  3.42104283e-02   9.05487995e-03   1.30520339e-01  -9.13961650e-02
   -7.78912040e-02   2.02451529e-01  -2.62400962e-03   9.24087165e-02
    1.53159653e-01  -3.66400756e-01]
 [  1.35637108e-01  -2.33017917e-01   6.93969441e-02  -3.41408499e-01
    5.95583989e-01  -1.38661882e-01  -1.54488783e-01   2.32928786e-01
    1.63236561e-01  -3.80853928e-01]
 [ -2.68920764e-01  -1.76697761e-01   6.56795146e-02  -6.97567059e-02
    4.95407689e-01  -2.03993627e-01  -1.94017611e-01   1.81930677e-01
    3.63514879e-01  -3.23105122e-01]
 [  1.77507807e-01  -5.12173654e-02  -6.52466467e-02   1.16171930e-01
    3.44845292e-01  -1.79785152e-01  -1.40490855e-01  -5.96057345e-02
    4.13615624e-02  -1.53498806e-01]
 [ -2.89150446e-01  -1.80696396e-01   2.74682510e-01  -9.44619962e-03
   -7.28721127e-02   8.19742771e-02   1.19484654e-01   1.77689788e-01
   -1.11227025e-02  -9.55378292e-02]
 [  1.29536272e-01   1.59924689e-02   2.37255980e-01  -2.17663850e-01
   -3.63302291e-02   9.56586249e-02   1.12166493e-01   1.63411970e-01
    8.77680644e-02  -8.16199673e-02]
 [  1.43795166e-01   9.54751858e-02  -1.03065078e-01  -1.01432412e-01
   -2.17468689e-01   2.04247503e-01   7.31973007e-02  -1.96960353e-01
   -1.12792097e-01   2.13696458e-02]
 [ -1.47890857e-01   1.44386605e-01  -2.14529239e-01  -4.82538121e-02
   -3.84552119e-01   8.08508673e-02   1.87781915e-01   8.87638315e-02
    1.88608497e-02   7.75012201e-02]
 [  3.25677618e-02   8.51550113e-02  -3.25108346e-03   6.26607425e-02
   -9.11001125e-02   1.61501881e-01  -2.92345304e-01  -5.39227725e-02
   -3.75545045e-02  -1.49310361e-01]
 [  2.51428367e-02   1.18296770e-02   1.98378138e-01  -1.44500155e-01
   -1.09652323e-01  -1.92449715e-01   1.39983969e-01  -2.02563429e-01
    1.53894646e-02   1.64458225e-01]
 [  3.12969825e-02   2.44951453e-01   3.88399339e-01   2.08565299e-01
    4.39672123e-02   3.34935106e-02   1.08198409e-01  -7.87639786e-02
    1.45750880e-01  -2.17993910e-02]
 [  1.84040836e-02   1.81862624e-02   4.40933357e-02   7.25217918e-02
   -6.70037051e-02  -1.19488717e-01   8.47011921e-02  -1.45400563e-01
    5.82837308e-02   9.53485665e-02]
 [ -4.27062354e-02   2.15842090e-01   2.69777298e-01  -1.02338339e-01
   -1.05060859e-01  -2.63847414e-02  -1.44910139e-02   9.00339401e-02
   -2.46272743e-01   3.14326869e-02]
 [ -9.45272868e-02  -3.81728188e-03   2.08094554e-01  -3.94581329e-02
   -1.06901566e-01  -1.24944533e-01  -1.66673097e-01  -1.36292269e-01
   -2.16442065e-01   1.32037310e-02]
 [  8.95075838e-02  -2.92876367e-01   8.84905169e-02   7.20125850e-02
    4.01345775e-02   1.45843561e-01   1.77584336e-01   3.29027832e-02
   -1.05623944e-01   1.68708972e-01]]
final_inputs_run [[-1.33696967]
 [-1.36262387]
 [-1.4159104 ]
 ..., 
 [-0.24218645]
 [-0.03998666]
 [ 0.25282937]]
final_outputs_run [[-1.33696967]
 [-1.36262387]
 [-1.4159104 ]
 ..., 
 [-0.24218645]
 [-0.03998666]
 [ 0.25282937]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
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Progress: 2.2% ... Training loss: 0.464 ... Validation loss: 0.763[-0.91926818]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
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27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
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15414   1        0 -0.088219  0.325357   0.031898         0         0   
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15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
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15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
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15427   1        0 -0.192085  1.310171  -0.821460         0         0   
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15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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       weekday_6  
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[15435 rows x 56 columns]
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final_inputs_run [[-1.39019292]
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final_outputs_run [[-1.39019292]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15454         0         1             1    ...          0      0      0   
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15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
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16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
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16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
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16854          0          1          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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15435          0  
15436          0  
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[1440 rows x 56 columns]
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   -1.11830472e-01   1.44741687e-01]
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    1.25247132e-01  -1.58572611e-01]
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    3.63627426e-01  -3.23607853e-01]
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   -7.28295749e-02   8.19693169e-02   1.19473046e-01   1.77696556e-01
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    1.88183267e-02   7.76967385e-02]
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   -2.16454337e-01   1.32787834e-02]
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    3.69021509e-02   1.46417186e-01   1.78343274e-01   3.22210588e-02
   -1.05951025e-01   1.70232422e-01]]
final_inputs_run [[ 0.49142817]
 [ 0.44505426]
 [ 0.59059595]
 ..., 
 [ 0.41171977]
 [ 0.03812768]
 [ 0.01367935]]
final_outputs_run [[ 0.49142817]
 [ 0.44505426]
 [ 0.59059595]
 ..., 
 [ 0.41171977]
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Progress: 2.2% ... Training loss: 0.467 ... Validation loss: 0.776[ 0.12740558]
[-0.91407168]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
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final_inputs_run [[-1.3776343 ]
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 ..., 
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final_outputs_run [[-1.3776343 ]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15454         0         1             1    ...          0      0      0   
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15456         0         1             1    ...          0      0      0   
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15458         0         1             1    ...          0      0      0   
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15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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[1440 rows x 56 columns]
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    5.69001083e-02   2.05701475e-01  -5.85128339e-02  -2.13821678e-01
   -8.37038179e-02   1.44988000e-01]
 [ -1.64663756e-02  -3.42145990e-02  -4.05439458e-03  -1.50970897e-01
    2.09252898e-01   2.43391861e-02   2.93187312e-02  -1.26704594e-01
    1.16114233e-01   6.50015644e-02]
 [  1.57077046e-01   4.72429939e-02  -2.32695797e-01  -1.79733866e-01
   -3.58749124e-01   1.77845970e-01   1.88598673e-01  -6.32534883e-02
    2.29437853e-01   1.48959239e-01]
 [  4.13148532e-02  -1.15162367e-02  -2.18972160e-01   2.21966118e-01
   -2.95954385e-01   5.62316689e-03   2.64854896e-02   6.61835472e-02
   -1.10345730e-01   2.96620239e-01]
 [  2.23652783e-01   2.37825491e-01  -1.18007408e-01   2.81035272e-01
   -3.31052497e-01  -1.24872730e-02  -1.52750940e-02   1.13916034e-01
    9.32029674e-02   3.85571405e-01]
 [ -1.31924755e-01   1.16077337e-01  -2.38048171e-01   1.70341371e-01
   -4.00364879e-01  -8.02408952e-02  -9.72075634e-02  -6.07152007e-04
    1.00353195e-01  -1.35578689e-01]
 [  1.52984579e-01   1.85221365e-02  -1.40180598e-01  -3.65481375e-02
   -3.22827482e-01  -3.47121241e-02   1.35426680e-01  -5.56327959e-02
   -1.99125787e-01   1.88338849e-01]
 [  1.76193143e-01  -1.09123139e-01  -8.23195730e-02  -5.91280931e-02
   -4.45967260e-01  -4.96126155e-02   2.21896963e-01  -1.29332959e-01
   -1.27659739e-01   1.60313832e-01]
 [  1.98436946e-03   1.25962979e-01  -1.28024289e-01   6.74243299e-02
   -8.90568407e-02   8.95318861e-02   6.55224567e-02   1.31940485e-01
    2.58141303e-01   2.25010234e-02]
 [ -1.58706963e-01  -2.11722900e-01  -1.12927136e-02  -2.18392403e-01
    3.67846981e-01  -1.70036423e-02   1.41750087e-01   1.71096396e-02
   -5.57545085e-02  -1.06287539e-01]
 [ -3.62058713e-01  -3.61749995e-01  -4.64963152e-04  -8.57846121e-02
    3.84071009e-01  -1.10827801e-01  -2.26711049e-01   1.50762749e-01
   -1.30172172e-01  -3.80680113e-01]
 [  1.69836988e-01   2.11886814e-01   2.92168292e-02  -5.55646274e-02
    7.37120820e-02   4.74416003e-02  -7.94100569e-02  -7.76670675e-02
    6.97531441e-04  -7.79062773e-02]
 [  5.83271096e-02   3.38351175e-02  -2.31747468e-01   1.17433184e-01
    1.01308470e-01  -5.18687181e-02   1.83951780e-01   1.10238817e-02
   -1.77503571e-02  -1.47955217e-01]
 [  1.88840412e-02   1.67289264e-01   1.56642313e-01  -4.38311428e-02
   -2.16299009e-01  -1.96667930e-02  -1.91087837e-02   7.81295432e-02
   -1.52712473e-01  -4.36484782e-02]
 [  1.11164876e-01   7.18676624e-03   4.32140286e-03  -1.09477806e-01
   -6.57018214e-02   5.26132180e-02  -1.09549162e-01   6.95379484e-02
    2.60563397e-02   1.98022408e-02]
 [ -1.47679564e-01   1.64654410e-01   1.26561827e-01   3.87087937e-02
    1.60151109e-01  -1.56557505e-01  -1.53685521e-01  -1.36124493e-01
    1.10275287e-03   1.36697833e-01]
 [  1.69215824e-01   2.30383948e-01   9.42280683e-02   1.20811491e-01
   -5.18001564e-02  -2.58544470e-01  -8.31338120e-02  -8.68999010e-02
   -1.11814826e-01   1.44682110e-01]
 [  3.32960751e-02  -1.52041219e-01   8.57288660e-02   1.98505796e-01
   -4.92888350e-02  -1.32444384e-02  -9.57925180e-02   4.10342801e-02
    1.25200495e-01  -1.58401431e-01]
 [  3.36832270e-02   8.39289311e-03   1.31080481e-01  -9.18968278e-02
   -7.60925710e-02   2.02072776e-01  -3.13560528e-03   9.28269745e-02
    1.53358927e-01  -3.67159281e-01]
 [  1.33542700e-01  -2.35117436e-01   7.11158477e-02  -3.43045398e-01
    6.01142852e-01  -1.39794527e-01  -1.56183950e-01   2.34318504e-01
    1.63895749e-01  -3.83659727e-01]
 [ -2.70333739e-01  -1.78381472e-01   6.71144834e-02  -7.11964180e-02
    5.00123927e-01  -2.04844299e-01  -1.95239008e-01   1.82974213e-01
    3.63956705e-01  -3.25345800e-01]
 [  1.76525980e-01  -5.22443976e-02  -6.42991230e-02   1.15219167e-01
    3.48030684e-01  -1.80314251e-01  -1.41255234e-01  -5.89313041e-02
    4.16624823e-02  -1.54980237e-01]
 [ -2.89566179e-01  -1.81189639e-01   2.75065354e-01  -9.86841709e-03
   -7.12896045e-02   8.17219640e-02   1.19136128e-01   1.77986221e-01
   -1.09887727e-02  -9.62286029e-02]
 [  1.29401899e-01   1.58356116e-02   2.37387323e-01  -2.17809502e-01
   -3.58597177e-02   9.55737990e-02   1.12053236e-01   1.63513727e-01
    8.78127033e-02  -8.18389519e-02]
 [  1.44250877e-01   9.60447688e-02  -1.03523225e-01  -1.01027454e-01
   -2.19225929e-01   2.04520535e-01   7.36162809e-02  -1.97314773e-01
   -1.12944025e-01   2.21651122e-02]
 [ -1.47572502e-01   1.44708729e-01  -2.14815401e-01  -4.79823904e-02
   -3.85590679e-01   8.10216298e-02   1.88006712e-01   8.85608642e-02
    1.87698332e-02   7.79576340e-02]
 [  3.28043758e-02   8.55501259e-02  -3.49210510e-03   6.30351014e-02
   -9.27260149e-02   1.61646156e-01  -2.92141240e-01  -5.40786615e-02
   -3.76138006e-02  -1.48718621e-01]
 [  2.53121489e-02   1.22108566e-02   1.98065633e-01  -1.44238810e-01
   -1.10568056e-01  -1.92377085e-01   1.40111489e-01  -2.02732666e-01
    1.53292125e-02   1.64896573e-01]
 [  3.09781600e-02   2.44595106e-01   3.88640562e-01   2.08306340e-01
    4.42349143e-02   3.32505215e-02   1.07920278e-01  -7.85248233e-02
    1.45830777e-01  -2.20206583e-02]
 [  1.89236728e-02   1.88180658e-02   4.35737209e-02   7.30950975e-02
   -6.89872509e-02  -1.19194870e-01   8.51430056e-02  -1.45830288e-01
    5.80696068e-02   9.61834640e-02]
 [ -4.21917126e-02   2.16492433e-01   2.69338255e-01  -1.01793507e-01
   -1.07772942e-01  -2.61021775e-02  -1.41553768e-02   8.97125906e-02
   -2.46409325e-01   3.23005144e-02]
 [ -9.40067195e-02  -3.31700897e-03   2.07665880e-01  -3.90106602e-02
   -1.08377036e-01  -1.24703493e-01  -1.66321014e-01  -1.36587107e-01
   -2.16575503e-01   1.39121268e-02]
 [  9.05149797e-02  -2.91962844e-01   8.74861255e-02   7.29364473e-02
    3.67827673e-02   1.46406224e-01   1.78307995e-01   3.22527102e-02
   -1.05935455e-01   1.70177091e-01]]
final_inputs_run [[ 0.50308552]
 [ 0.45664464]
 [ 0.59960325]
 ..., 
 [ 0.41972194]
 [ 0.04827862]
 [ 0.02011968]]
final_outputs_run [[ 0.50308552]
 [ 0.45664464]
 [ 0.59960325]
 ..., 
 [ 0.41972194]
 [ 0.04827862]
 [ 0.02011968]]
Progress: 2.2% ... Training loss: 0.466 ... Validation loss: 0.773[ 0.68073481]
[ 0.26788581]
[-0.11893071]
[ 1.40534074]
[ 0.90187949]
[ 1.13401839]
[ 1.07979178]
[ 0.21380548]
[-0.05603104]
[ 0.15566483]
[ 1.13468984]
[ 0.39513569]
[ 0.25509523]
[ 0.89761345]
[-0.04993363]
[ 0.37636048]
[ 1.46887361]
[-0.05291718]
[ 0.10502042]
[-0.82683414]
[-0.27014617]
[ 0.17636594]
[ 0.25995926]
[-0.23201495]
[-0.00207046]
[-0.15706884]
[ 0.85169028]
[ 1.09032265]
[-0.25849138]
[ 0.37767859]
[ 0.30991839]
[ 0.64943509]
[ 0.12469728]
[ 0.31260465]
[-0.2961456]
[ 0.59947038]
[ 0.37061894]
[ 0.84688209]
[ 0.91735833]
[-0.84730257]
[ 0.15450815]
[-0.13393138]
[ 0.41761072]
[ 0.65920308]
[-0.70756792]
[ 0.30383243]
[ 0.70890206]
[-0.09395011]
[-0.09137466]
[-0.52188526]
[-0.6415051]
[-0.39646621]
[-0.12986436]
[ 0.83202837]
[ 1.86940629]
[ 0.23641008]
[ 0.25770094]
[ 1.29820022]
[-0.36853103]
[ 0.32998426]
[ 1.11576192]
[-0.44848034]
[ 2.27925089]
[ 0.0477431]
[-1.12227444]
[ 0.24939476]
[-0.29021746]
[ 0.13826358]
[ 1.61881103]
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[-0.5054718]
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[-0.05922861]
[-0.07032487]
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[ 0.15175558]
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[ 1.03466887]
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[ 0.57821143]
[ 0.08574486]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
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15444   1        0  0.431110 -1.022283   0.276298         0         0   
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    6.03716272e-01  -1.40230984e-01  -1.56842077e-01   2.34862499e-01
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    3.51379734e-01  -1.80932602e-01  -1.42160329e-01  -5.81710497e-02
    4.20089650e-02  -1.56623958e-01]
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   -7.02717860e-02   8.15502952e-02   1.18888732e-01   1.78195053e-01
   -1.08941082e-02  -9.67005774e-02]
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    8.78705349e-02  -8.21272721e-02]
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   -2.19856652e-01   2.04624452e-01   7.37576291e-02  -1.97441267e-01
   -1.12999913e-01   2.24430952e-02]
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    1.86940047e-02   7.83377933e-02]
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   -9.09709725e-02   1.61332619e-01  -2.92580775e-01  -5.37020600e-02
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    1.52021506e-02   1.65561877e-01]
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    4.61002477e-02   3.28746494e-02   1.07377785e-01  -7.80811593e-02
    1.46038110e-01  -2.30172224e-02]
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    3.71774855e-02   1.46290272e-01   1.78132115e-01   3.23908576e-02
   -1.05868076e-01   1.69885814e-01]]
final_inputs_run [[ 0.58570141]
 [ 0.5389999 ]
 [ 0.67807198]
 ..., 
 [ 0.49983125]
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final_outputs_run [[ 0.58570141]
 [ 0.5389999 ]
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 ..., 
 [ 0.49983125]
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Progress: 2.2% ... Training loss: 0.460 ... Validation loss: 0.755[-0.3578789]
[ 0.06090379]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
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17            0         0             0    ...          0      0      0   
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19            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15422         0         1             0    ...          0      0      0   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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6              0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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2              1  
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4              1  
5              1  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.73676416e-01  -2.17323533e-01   1.42778494e-01  -1.74547033e-01
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 [ -6.75039342e-02  -5.46442704e-02   3.27449546e-03   1.59224445e-01
   -3.24745812e-02  -2.84827526e-01  -1.31031825e-04  -3.78529054e-02
    1.19597278e-01   8.86692252e-02]
 [  2.62345567e-01   1.34371266e-01   5.10888312e-02   1.27882879e-01
   -2.35452604e-01  -5.23620605e-02   4.11194353e-02   9.75398238e-02
    4.28107280e-02   9.16953241e-02]
 [ -1.89582243e-01  -2.74770127e-02  -5.85093563e-02  -6.81666540e-02
    2.67900683e-01   6.42942450e-02  -4.71231893e-02   2.01931377e-01
   -6.41255465e-02   5.28185235e-02]
 [ -1.02305293e-01  -1.00477015e-01  -4.09949206e-02  -7.88070919e-02
   -1.46761089e-01  -7.13753593e-02   2.64792427e-01   9.87843433e-02
    2.01758047e-01   3.36261656e-04]
 [ -1.26265076e-01   1.01219917e-01  -1.39152157e-01   7.70085296e-02
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   -2.44735275e-01   2.30766058e-02]
 [ -1.42865766e-01   6.34220344e-02  -6.05523057e-04  -1.34346930e-01
   -8.11267081e-02  -2.28976996e-02   5.94061834e-02   6.65725207e-02
   -1.83353031e-01   1.51864937e-01]
 [  2.54024436e-01  -2.15499305e-01  -8.67502985e-02   7.77100491e-02
    1.57294819e-01   4.17850142e-02  -5.67398066e-02  -6.09518853e-02
    2.54196600e-01   2.41098424e-02]
 [ -9.49690540e-02   1.46500304e-01  -4.50484755e-02   2.07914470e-02
    1.27387149e-01  -9.96535967e-02  -2.81787520e-03  -2.52324576e-02
    4.72126788e-02   1.29465142e-01]
 [  9.21610157e-02   1.48574302e-01  -2.20980377e-02  -1.65085815e-03
    3.72500906e-02  -3.62994037e-02  -2.47927858e-01   2.46715411e-01
   -1.42454899e-01  -1.81729991e-02]
 [ -3.58318458e-02   2.89966856e-01  -1.10050282e-01   3.26430224e-02
    8.01928813e-02  -5.35543378e-02  -8.64391924e-02  -2.59674994e-01
   -7.97914248e-02  -1.34291290e-01]
 [ -5.58152603e-02   1.57231980e-01  -1.06337623e-01  -2.83515988e-01
   -2.22526418e-01  -3.03589012e-01   5.09525465e-02  -8.96796393e-02
   -8.84529848e-02  -1.51448660e-01]
 [  5.35793082e-02  -1.46027473e-03  -4.40346460e-02  -1.18058748e-01
   -5.15143592e-02  -4.24107990e-02   4.40939909e-02   5.80116446e-02
    4.45375812e-03   6.94628331e-02]
 [ -1.70256126e-01   1.76936336e-03   5.66258541e-03   1.11386422e-01
   -2.39014648e-01   9.47278931e-02   6.18522495e-02   2.01426516e-01
    1.31092690e-01   1.04930194e-02]
 [ -6.72522135e-02   2.20545071e-01   1.72821569e-01   5.82309058e-02
   -1.45823662e-01   8.06916796e-02   1.58385924e-01  -1.84047201e-01
    1.78745514e-01   4.29441190e-02]
 [  2.08875199e-01  -6.02617270e-02  -2.27124693e-02  -2.07756167e-01
   -3.78672476e-02   1.56906452e-01  -4.04863641e-02  -2.81278411e-02
    1.06582364e-01   8.46716959e-02]
 [  2.54937292e-02   1.91262599e-02  -2.44646900e-01  -2.32389928e-01
    3.24392260e-01  -1.07767857e-01   9.84731992e-02   6.55930848e-02
   -1.14092999e-03  -8.72904380e-02]
 [ -1.57140150e-01   9.51000520e-02  -2.25033175e-01   6.05133623e-02
    2.00156718e-01  -6.53516950e-02   5.85133927e-02  -9.48407726e-02
    2.12368918e-01   1.84247675e-01]
 [  1.00456132e-01   1.83322747e-01   3.85246765e-02  -6.39914097e-02
    5.93080270e-02   2.05327274e-01  -5.90367019e-02  -2.13375026e-01
   -8.35002374e-02   1.43971304e-01]
 [ -1.68320147e-02  -3.46102680e-02  -3.71545166e-03  -1.51278244e-01
    2.10305480e-01   2.41362777e-02   2.90374499e-02  -1.26472741e-01
    1.16225475e-01   6.44510241e-02]
 [  1.57839909e-01   4.80470102e-02  -2.33427718e-01  -1.79069885e-01
   -3.61327962e-01   1.78258644e-01   1.89161806e-01  -6.37787862e-02
    2.29199320e-01   1.50112556e-01]
 [  4.16133027e-02  -1.12547516e-02  -2.19194056e-01   2.22222496e-01
   -2.96994401e-01   5.77408218e-03   2.66968890e-02   6.59924068e-02
   -1.10437405e-01   2.97003940e-01]
 [  2.25158905e-01   2.39379760e-01  -1.19396523e-01   2.82446147e-01
   -3.36009252e-01  -1.16965961e-02  -1.41419749e-02   1.12917469e-01
    9.27596816e-02   3.87789509e-01]
 [ -1.30473196e-01   1.17703331e-01  -2.39532462e-01   1.71821519e-01
   -4.05442908e-01  -7.94075078e-02  -9.60295564e-02  -1.66899024e-03
    9.98489767e-02  -1.33273317e-01]
 [  1.53466319e-01   1.89631661e-02  -1.40627477e-01  -3.61143275e-02
   -3.24549463e-01  -3.44683323e-02   1.35772159e-01  -5.59449331e-02
   -1.99264795e-01   1.89049345e-01]
 [  1.77405710e-01  -1.07870311e-01  -8.33811039e-02  -5.80336182e-02
   -4.50119447e-01  -4.90093884e-02   2.22780509e-01  -1.30133117e-01
   -1.28025482e-01   1.62114434e-01]
 [  2.41720361e-03   1.26419796e-01  -1.28417327e-01   6.78329365e-02
   -9.05032079e-02   8.97725438e-02   6.58510331e-02   1.31657631e-01
    2.58008723e-01   2.31460629e-02]
 [ -1.58479530e-01  -2.11499934e-01  -1.14775223e-02  -2.18206467e-01
    3.66947582e-01  -1.68898136e-02   1.41912413e-01   1.69510512e-02
   -5.58258245e-02  -1.05954546e-01]
 [ -3.64081971e-01  -3.63885505e-01   1.34028682e-03  -8.76616024e-02
    3.90589099e-01  -1.11929919e-01  -2.28255517e-01   1.52118409e-01
   -1.29557425e-01  -3.83680454e-01]
 [  1.69390646e-01   2.11424202e-01   2.96588169e-02  -5.60191226e-02
    7.52759290e-02   4.71667917e-02  -7.97746065e-02  -7.73395090e-02
    8.46493919e-04  -7.86606741e-02]
 [  5.85417990e-02   3.40704787e-02  -2.31903529e-01   1.17616467e-01
    1.00628145e-01  -5.17695287e-02   1.84096993e-01   1.08958580e-02
   -1.78034933e-02  -1.47644942e-01]
 [  1.83763609e-02   1.66701767e-01   1.57157937e-01  -4.43371728e-02
   -2.14554859e-01  -1.99717218e-02  -1.95328910e-02   7.84913569e-02
   -1.52542154e-01  -4.44712568e-02]
 [  1.10946639e-01   6.96665523e-03   4.52539112e-03  -1.09671536e-01
   -6.48516329e-02   5.24876240e-02  -1.09729499e-01   6.96931699e-02
    2.61264505e-02   1.95227379e-02]
 [ -1.47209213e-01   1.65204361e-01   1.26116648e-01   3.91453372e-02
    1.58482320e-01  -1.56290255e-01  -1.53264807e-01  -1.36496500e-01
    9.21581894e-04   1.37497730e-01]
 [  1.69679358e-01   2.30878246e-01   9.38232935e-02   1.21254687e-01
   -5.34559679e-02  -2.58308432e-01  -8.27521847e-02  -8.72284614e-02
   -1.11969956e-01   1.45446895e-01]
 [  3.33941582e-02  -1.51980803e-01   8.56462787e-02   1.98564814e-01
   -4.95359306e-02  -1.32115969e-02  -9.57398070e-02   4.09874805e-02
    1.25171202e-01  -1.58269865e-01]
 [  3.27885031e-02   7.43830699e-03   1.31991391e-01  -9.27324838e-02
   -7.31345579e-02   2.01530931e-01  -3.89071478e-03   9.34726136e-02
    1.53671971e-01  -3.68485427e-01]
 [  1.32236550e-01  -2.36491066e-01   7.23407787e-02  -3.44172651e-01
    6.05166059e-01  -1.40477363e-01  -1.57187653e-01   2.35171413e-01
    1.64300733e-01  -3.85557658e-01]
 [ -2.70851810e-01  -1.79097083e-01   6.77015726e-02  -7.18348408e-02
    5.02070105e-01  -2.05183222e-01  -1.95871879e-01   1.83475224e-01
    3.64175054e-01  -3.26291441e-01]
 [  1.75195493e-01  -5.36513856e-02  -6.30991320e-02   1.13935777e-01
    3.51976241e-01  -1.81038068e-01  -1.42308335e-01  -5.80354577e-02
    4.20725465e-02  -1.56900582e-01]
 [ -2.90151240e-01  -1.81917883e-01   2.75691410e-01  -1.05120719e-02
   -6.88658758e-02   8.13427036e-02   1.18583582e-01   1.78467315e-01
   -1.07590472e-02  -9.72871107e-02]
 [  1.29496190e-01   1.59417443e-02   2.37295606e-01  -2.17738637e-01
   -3.61656935e-02   9.56294703e-02   1.12121944e-01   1.63436010e-01
    8.77708759e-02  -8.17065913e-02]
 [  1.44534242e-01   9.63380488e-02  -1.03766741e-01  -1.00795900e-01
   -2.20248830e-01   2.04681991e-01   7.38331489e-02  -1.97508656e-01
   -1.13031622e-01   2.25757020e-02]
 [ -1.47132569e-01   1.45199485e-01  -2.15244859e-01  -4.75631919e-02
   -3.87063049e-01   8.12591985e-02   1.88350887e-01   8.82475897e-02
    1.86273353e-02   7.86553101e-02]
 [  3.28271231e-02   8.55159299e-02  -3.49529447e-03   6.30552338e-02
   -9.27942805e-02   1.61615117e-01  -2.92223859e-01  -5.40541957e-02
   -3.75985076e-02  -1.48642437e-01]
 [  2.55618140e-02   1.24624626e-02   1.97831584e-01  -1.44066511e-01
   -1.11301327e-01  -1.92278608e-01   1.40251302e-01  -2.02871679e-01
    1.52780191e-02   1.65226067e-01]
 [  3.06153687e-02   2.44140067e-01   3.89029688e-01   2.07888751e-01
    4.52026590e-02   3.30117017e-02   1.07558802e-01  -7.82683809e-02
    1.45948732e-01  -2.25871507e-02]
 [  1.85557757e-02   1.83271449e-02   4.38786715e-02   7.26540818e-02
   -6.83987370e-02  -1.19500828e-01   8.46742266e-02  -1.45510672e-01
    5.82098029e-02   9.56378862e-02]
 [ -4.14917212e-02   2.17115253e-01   2.68797129e-01  -1.01189149e-01
   -1.09853047e-01  -2.57157839e-02  -1.36476319e-02   8.92496414e-02
   -2.46626315e-01   3.33432962e-02]
 [ -9.35962554e-02  -2.80240027e-03   2.07344782e-01  -3.86154331e-02
   -1.10201531e-01  -1.24521435e-01  -1.65995797e-01  -1.36894814e-01
   -2.16730431e-01   1.45514502e-02]
 [  9.04706045e-02  -2.92106911e-01   8.76405665e-02   7.28212823e-02
    3.69787630e-02   1.46320154e-01   1.78172903e-01   3.23477634e-02
   -1.05882496e-01   1.69992564e-01]]
final_inputs_run [[-1.37990623]
 [-1.4053338 ]
 [-1.46140383]
 ..., 
 [-0.29474732]
 [-0.09112359]
 [ 0.20568573]]
final_outputs_run [[-1.37990623]
 [-1.4053338 ]
 [-1.46140383]
 ..., 
 [-0.29474732]
 [-0.09112359]
 [ 0.20568573]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
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final_inputs_run [[ 0.50877545]
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 ..., 
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final_outputs_run [[ 0.50877545]
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 ..., 
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Progress: 2.2% ... Training loss: 0.464 ... Validation loss: 0.771[ 0.38617054]
[ 0.63363894]
[ 0.81792586]
[-0.06810965]
[ 0.09191797]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
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19            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
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...          ...  
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[15435 rows x 56 columns]
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    5.92941443e-02   2.05336598e-01  -5.90233599e-02  -2.13383231e-01
   -8.35038490e-02   1.43984970e-01]
 [ -1.67395669e-02  -3.45151207e-02  -3.79715232e-03  -1.51194543e-01
    2.10032689e-01   2.41858070e-02   2.91095060e-02  -1.26532652e-01
    1.16198338e-01   6.45859780e-02]
 [  1.58065527e-01   4.82991058e-02  -2.33634511e-01  -1.78890264e-01
   -3.62102769e-01   1.78379006e-01   1.89321170e-01  -6.39240921e-02
    2.29133581e-01   1.50449078e-01]
 [  4.22328557e-02  -1.05991553e-02  -2.19749412e-01   2.22797096e-01
   -2.99067127e-01   6.11149364e-03   2.71769202e-02   6.55820850e-02
   -1.10619231e-01   2.97926634e-01]
 [  2.25458106e-01   2.39652204e-01  -1.19638192e-01   2.82703776e-01
   -3.37027667e-01  -1.15435777e-02  -1.39316521e-02   1.12740676e-01
    9.26824427e-02   3.88195771e-01]
 [ -1.30189182e-01   1.18003283e-01  -2.39790494e-01   1.72095510e-01
   -4.06406952e-01  -7.92606281e-02  -9.58051760e-02  -1.85863352e-03
    9.97679359e-02  -1.32842449e-01]
 [  1.53557060e-01   1.90305256e-02  -1.40664027e-01  -3.60800967e-02
   -3.24948746e-01  -3.44379980e-02   1.35806533e-01  -5.59779961e-02
   -1.99280917e-01   1.89169333e-01]
 [  1.77634260e-01  -1.07629601e-01  -8.35935038e-02  -5.78318213e-02
   -4.51019035e-01  -4.88988994e-02   2.22945261e-01  -1.30281889e-01
   -1.28088357e-01   1.62456497e-01]
 [  2.37936341e-03   1.26361997e-01  -1.28361003e-01   6.77729695e-02
   -9.03737865e-02   8.97408145e-02   6.58022729e-02   1.31699170e-01
    2.58025232e-01   2.30511352e-02]
 [ -1.58813186e-01  -2.11866777e-01  -1.11400398e-02  -2.18508873e-01
    3.68075184e-01  -1.70806978e-02   1.41645115e-01   1.71764966e-02
   -5.57206419e-02  -1.06478150e-01]
 [ -3.64081971e-01  -3.63885505e-01   1.34028682e-03  -8.76616024e-02
    3.90589099e-01  -1.11929919e-01  -2.28255517e-01   1.52118409e-01
   -1.29557425e-01  -3.83680454e-01]
 [  1.69063598e-01   2.11040249e-01   3.00330093e-02  -5.64042209e-02
    7.64781393e-02   4.69441459e-02  -8.00855639e-02  -7.70729907e-02
    9.61584461e-04  -7.92498894e-02]
 [  5.87428880e-02   3.43465630e-02  -2.32113005e-01   1.17836236e-01
    9.98996926e-02  -5.16464068e-02   1.84304932e-01   1.07344734e-02
   -1.78855732e-02  -1.47336065e-01]
 [  1.89512284e-02   1.67366051e-01   1.56716046e-01  -4.38061628e-02
   -2.16518300e-01  -1.96408964e-02  -1.90424547e-02   7.80725327e-02
   -1.52735087e-01  -4.35792460e-02]
 [  1.10061749e-01   6.06062941e-03   5.32962680e-03  -1.10444815e-01
   -6.20818141e-02   5.20081883e-02  -1.10389198e-01   7.02493026e-02
    2.63837316e-02   1.82495925e-02]
 [ -1.47614103e-01   1.64794620e-01   1.26498905e-01   3.87662026e-02
    1.59814331e-01  -1.56510581e-01  -1.53576788e-01  -1.36231939e-01
    1.03787248e-03   1.36911161e-01]
 [  1.69589594e-01   2.30791566e-01   9.39217091e-02   1.21169726e-01
   -5.31609273e-02  -2.58360915e-01  -8.28111961e-02  -8.71735614e-02
   -1.11947592e-01   1.45321094e-01]
 [  3.30883357e-02  -1.52308792e-01   8.59656296e-02   1.98248538e-01
   -4.86679885e-02  -1.33970492e-02  -9.60082523e-02   4.12095399e-02
    1.25276221e-01  -1.58755333e-01]
 [  3.20230196e-02   6.60622066e-03   1.32763184e-01  -9.34614148e-02
   -7.05539389e-02   2.01002844e-01  -4.64591843e-03   9.40628887e-02
    1.53963588e-01  -3.69656987e-01]
 [  1.31310641e-01  -2.37539910e-01   7.32165684e-02  -3.44951903e-01
    6.07406337e-01  -1.41044542e-01  -1.58044194e-01   2.35820345e-01
    1.64631798e-01  -3.86904354e-01]
 [ -2.72010511e-01  -1.80500866e-01   6.88611374e-02  -7.30734396e-02
    5.06290052e-01  -2.05916089e-01  -1.97053665e-01   1.84417136e-01
    3.64591875e-01  -3.28284292e-01]
 [  1.74240674e-01  -5.45754851e-02  -6.22568286e-02   1.13088545e-01
    3.54861622e-01  -1.81521224e-01  -1.43032956e-01  -5.74222233e-02
    4.23477548e-02  -1.58252431e-01]
 [ -2.90434034e-01  -1.82328255e-01   2.75994256e-01  -1.08538183e-02
   -6.76238915e-02   8.11382781e-02   1.18296729e-01   1.78717922e-01
   -1.06437044e-02  -9.78360845e-02]
 [  1.29455669e-01   1.59003302e-02   2.37332240e-01  -2.17773526e-01
   -3.60477348e-02   9.56090795e-02   1.12092710e-01   1.63460447e-01
    8.77816817e-02  -8.17638851e-02]
 [  1.44237310e-01   9.60251061e-02  -1.03488271e-01  -1.01079527e-01
   -2.19278061e-01   2.04515641e-01   7.36034096e-02  -1.97310293e-01
   -1.12943066e-01   2.21205277e-02]
 [ -1.47094995e-01   1.45244343e-01  -2.15282803e-01  -4.75285939e-02
   -3.87205930e-01   8.12772543e-02   1.88382874e-01   8.82220195e-02
    1.86168230e-02   7.87100963e-02]
 [  3.20545954e-02   8.47347261e-02  -2.77749541e-03   6.23839732e-02
   -9.03805894e-02   1.61194568e-01  -2.92804497e-01  -5.35705621e-02
   -3.73706622e-02  -1.49730487e-01]
 [  2.55370203e-02   1.22397932e-02   1.98068266e-01  -1.44361432e-01
   -1.10628573e-01  -1.92418445e-01   1.39988412e-01  -2.02671886e-01
    1.53633250e-02   1.64818257e-01]
 [  3.02767741e-02   2.43726974e-01   3.89442987e-01   2.07587108e-01
    4.56226477e-02   3.27563702e-02   1.07168029e-01  -7.79931003e-02
    1.46088283e-01  -2.30868912e-02]
 [  1.76054421e-02   1.73043331e-02   4.48774404e-02   7.17229211e-02
   -6.59024015e-02  -1.20072335e-01   8.38203092e-02  -1.44822603e-01
    5.85224925e-02   9.41775245e-02]
 [ -4.19731925e-02   2.16584340e-01   2.69153017e-01  -1.01605536e-01
   -1.08165247e-01  -2.60016721e-02  -1.40563386e-02   8.95844618e-02
   -2.46474867e-01   3.25627698e-02]
 [ -9.37935294e-02  -3.03937224e-03   2.07606449e-01  -3.88376458e-02
   -1.09572942e-01  -1.24692373e-01  -1.66251360e-01  -1.36696232e-01
   -2.16636608e-01   1.41900461e-02]
 [  8.89877366e-02  -2.93638438e-01   8.90960109e-02   7.14107159e-02
    4.16769489e-02   1.45449292e-01   1.76938847e-01   3.33568223e-02
   -1.05396372e-01   1.67801398e-01]]
final_inputs_run [[-1.28221675]
 [-1.30954857]
 [-1.36182348]
 ..., 
 [-0.20360521]
 [ 0.00617419]
 [ 0.31309673]]
final_outputs_run [[-1.28221675]
 [-1.30954857]
 [-1.36182348]
 ..., 
 [-0.20360521]
 [ 0.00617419]
 [ 0.31309673]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
15442          0  
15443          0  
15444          0  
15445          0  
15446          0  
15447          0  
15448          0  
15449          0  
15450          0  
15451          0  
15452          0  
15453          0  
15454          0  
15455          0  
15456          0  
15457          0  
15458          0  
15459          0  
15460          0  
15461          0  
15462          0  
15463          0  
15464          0  
...          ...  
16845          0  
16846          0  
16847          0  
16848          0  
16849          0  
16850          0  
16851          0  
16852          0  
16853          0  
16854          0  
16855          0  
16856          0  
16857          0  
16858          0  
16859          0  
16860          0  
16861          0  
16862          0  
16863          0  
16864          0  
16865          0  
16866          0  
16867          0  
16868          0  
16869          0  
16870          0  
16871          0  
16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
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final_inputs_run [[ 0.61433585]
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final_outputs_run [[ 0.61433585]
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Progress: 2.2% ... Training loss: 0.460 ... Validation loss: 0.748[ 0.84685601]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
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15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
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15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
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15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
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15426         0         1             0    ...          0      0      1   
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15428         0         1             0    ...          0      0      0   
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0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
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4              1  
5              1  
6              1  
7              1  
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...          ...  
15405          0  
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15429          0  
15430          0  
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15432          0  
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15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[-0.37569906 -0.21952831  0.14498826 -0.17651314  0.42362077 -0.12482002
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
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[1440 rows x 56 columns]
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final_inputs_run [[ 0.56950203]
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 ..., 
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final_outputs_run [[ 0.56950203]
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 ..., 
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Progress: 2.3% ... Training loss: 0.458 ... Validation loss: 0.755[ 0.12598227]
[ 0.69491535]
[ 0.11581679]
[ 0.0777546]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
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19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15414         0         1             0    ...          0      0      0   
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15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
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15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
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[15435 rows x 56 columns]
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   -8.35676190e-02   1.44265505e-01]
 [ -1.63359519e-02  -3.41208965e-02  -4.16012756e-03  -1.50814260e-01
    2.08639125e-01   2.44030050e-02   2.94149898e-02  -1.26819791e-01
    1.16061042e-01   6.51546716e-02]
 [  1.59084921e-01   4.93779663e-02  -2.34585130e-01  -1.77987372e-01
   -3.65670881e-01   1.78933734e-01   1.90067552e-01  -6.46363577e-02
    2.28825804e-01   1.51991710e-01]
 [  4.35951681e-02  -9.18985651e-03  -2.20983993e-01   2.24027602e-01
   -3.03759592e-01   6.81650436e-03   2.81840368e-02   6.46582208e-02
   -1.11057047e-01   2.99942786e-01]
 [  2.25766294e-01   2.39972938e-01  -1.19934744e-01   2.82990737e-01
   -3.38031717e-01  -1.13736102e-02  -1.36954098e-02   1.12527014e-01
    9.25801999e-02   3.88638298e-01]
 [ -1.28871986e-01   1.19585818e-01  -2.41203285e-01   1.73482109e-01
   -4.11672595e-01  -7.85113650e-02  -9.46488092e-02  -2.91874679e-03
    9.92592031e-02  -1.30743945e-01]
 [  1.54552122e-01   2.00714473e-02  -1.41672114e-01  -3.51055048e-02
   -3.28560500e-01  -3.38932399e-02   1.36583344e-01  -5.66944806e-02
   -1.99627038e-01   1.90735382e-01]
 [  1.77968480e-01  -1.07279990e-01  -8.39021090e-02  -5.75216568e-02
   -4.52106394e-01  -4.87253930e-02   2.23182717e-01  -1.30512110e-01
   -1.28197200e-01   1.62949371e-01]
 [  2.65998691e-03   1.26632956e-01  -1.28620646e-01   6.80350036e-02
   -9.12802417e-02   8.98907234e-02   6.60059194e-02   1.31507052e-01
    2.57932199e-01   2.34575024e-02]
 [ -1.59363029e-01  -2.12457463e-01  -1.05191101e-02  -2.19132616e-01
    3.70044499e-01  -1.73520103e-02   1.41246441e-01   1.75731465e-02
   -5.55279810e-02  -1.07343508e-01]
 [ -3.64581693e-01  -3.64655508e-01   2.03150385e-03  -8.83612548e-02
    3.92950305e-01  -1.12300734e-01  -2.28798172e-01   1.52630321e-01
   -1.29315802e-01  -3.84781750e-01]
 [  1.68667256e-01   2.10594133e-01   3.05871977e-02  -5.69317827e-02
    7.77787153e-02   4.67079737e-02  -8.04347523e-02  -7.67533725e-02
    1.11919319e-03  -7.99703965e-02]
 [  5.91358547e-02   3.47591942e-02  -2.32514715e-01   1.18195789e-01
    9.85244990e-02  -5.14628933e-02   1.84580161e-01   1.04562330e-02
   -1.80209528e-02  -1.46751643e-01]
 [  1.91840015e-02   1.67705699e-01   1.56592677e-01  -4.35862798e-02
   -2.17626708e-01  -1.94902386e-02  -1.88167780e-02   7.78911822e-02
   -1.52837084e-01  -4.31728622e-02]
 [  1.09523520e-01   5.49149548e-03   5.88739398e-03  -1.10968329e-01
   -6.01825258e-02   5.16929524e-02  -1.10811191e-01   7.06438135e-02
    2.65706343e-02   1.74391721e-02]
 [ -1.47940067e-01   1.64457338e-01   1.26823764e-01   3.84491518e-02
    1.61037184e-01  -1.56711138e-01  -1.53814944e-01  -1.35994968e-01
    1.15355231e-03   1.36442748e-01]
 [  1.69540602e-01   2.30770197e-01   9.40119537e-02   1.21080538e-01
   -5.29814719e-02  -2.58404621e-01  -8.28267857e-02  -8.71543130e-02
   -1.11946240e-01   1.45258995e-01]
 [  3.31341902e-02  -1.52261796e-01   8.59831294e-02   1.98279634e-01
   -4.87248008e-02  -1.33620592e-02  -9.59869926e-02   4.12062693e-02
    1.25269400e-01  -1.58636305e-01]
 [  3.16678477e-02   6.19859487e-03   1.33147354e-01  -9.37844466e-02
   -6.94064118e-02   2.00764960e-01  -4.95563365e-03   9.43300223e-02
    1.54103308e-01  -3.70086308e-01]
 [  1.30161838e-01  -2.38616817e-01   7.41935206e-02  -3.45807039e-01
    6.09909161e-01  -1.41620634e-01  -1.58930352e-01   2.36562759e-01
    1.64991213e-01  -3.88341663e-01]
 [ -2.72551310e-01  -1.81171329e-01   6.94640909e-02  -7.36814561e-02
    5.08444048e-01  -2.06267708e-01  -1.97624018e-01   1.84914340e-01
    3.64835139e-01  -3.29289929e-01]
 [  1.73342510e-01  -5.55613423e-02  -6.14147493e-02   1.12264495e-01
    3.57509963e-01  -1.81992970e-01  -1.43772419e-01  -5.67661666e-02
    4.26728673e-02  -1.59548311e-01]
 [ -2.90565017e-01  -1.82542491e-01   2.76190649e-01  -1.10305301e-02
   -6.70396372e-02   8.10564734e-02   1.18158973e-01   1.78838040e-01
   -1.05902618e-02  -9.81054478e-02]
 [  1.29421938e-01   1.58815852e-02   2.37388994e-01  -2.17815463e-01
   -3.59935277e-02   9.55966329e-02   1.12073653e-01   1.63476696e-01
    8.77873278e-02  -8.18082073e-02]
 [  1.44803390e-01   9.66715702e-02  -1.04039458e-01  -1.00567233e-01
   -2.21327910e-01   2.04838537e-01   7.40510313e-02  -1.97717856e-01
   -1.13130161e-01   2.30135459e-02]
 [ -1.46646155e-01   1.45745949e-01  -2.15746367e-01  -4.70812749e-02
   -3.88852143e-01   8.15367232e-02   1.88742002e-01   8.78956130e-02
    1.84592772e-02   7.94211965e-02]
 [  3.23072133e-02   8.49916185e-02  -3.03560418e-03   6.26475673e-02
   -9.10901507e-02   1.61315655e-01  -2.92646673e-01  -5.37261798e-02
   -3.74417072e-02  -1.49237834e-01]
 [  2.52635684e-02   1.19341949e-02   1.98377426e-01  -1.44684720e-01
   -1.09724735e-01  -1.92644017e-01   1.39702177e-01  -2.02437203e-01
    1.54708061e-02   1.64306708e-01]
 [  3.07860362e-02   2.44493882e-01   3.88939263e-01   2.08237172e-01
    4.22653161e-02   3.30583244e-02   1.07571109e-01  -7.84107035e-02
    1.45903433e-01  -2.19723388e-02]
 [  1.77985728e-02   1.72611494e-02   4.50449253e-02   7.16239108e-02
   -6.61526939e-02  -1.20101456e-01   8.37866895e-02  -1.44758642e-01
    5.85555711e-02   9.40570081e-02]
 [ -4.09219716e-02   2.17876358e-01   2.68244234e-01  -1.00717985e-01
   -1.12586499e-01  -2.53437719e-02  -1.31320153e-02   8.87432481e-02
   -2.46848977e-01   3.42976247e-02]
 [ -9.39376946e-02  -3.29749799e-03   2.07887453e-01  -3.91161518e-02
   -1.09075848e-01  -1.24832089e-01  -1.66529795e-01  -1.36485365e-01
   -2.16526273e-01   1.38327494e-02]
 [  8.92358861e-02  -2.93455508e-01   8.89142764e-02   7.16246115e-02
    4.06659868e-02   1.45592040e-01   1.77116088e-01   3.31942730e-02
   -1.05488238e-01   1.68217831e-01]]
final_inputs_run [[-1.30591869]
 [-1.33356439]
 [-1.3848224 ]
 ..., 
 [-0.22272407]
 [-0.01372284]
 [ 0.29214248]]
final_outputs_run [[-1.30591869]
 [-1.33356439]
 [-1.3848224 ]
 ..., 
 [-0.22272407]
 [-0.01372284]
 [ 0.29214248]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
15442          0  
15443          0  
15444          0  
15445          0  
15446          0  
15447          0  
15448          0  
15449          0  
15450          0  
15451          0  
15452          0  
15453          0  
15454          0  
15455          0  
15456          0  
15457          0  
15458          0  
15459          0  
15460          0  
15461          0  
15462          0  
15463          0  
15464          0  
...          ...  
16845          0  
16846          0  
16847          0  
16848          0  
16849          0  
16850          0  
16851          0  
16852          0  
16853          0  
16854          0  
16855          0  
16856          0  
16857          0  
16858          0  
16859          0  
16860          0  
16861          0  
16862          0  
16863          0  
16864          0  
16865          0  
16866          0  
16867          0  
16868          0  
16869          0  
16870          0  
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final_inputs_run [[ 0.59410322]
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final_outputs_run [[ 0.59410322]
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Progress: 2.3% ... Training loss: 0.456 ... Validation loss: 0.751[ 0.18606254]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
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15445         0         1             0    ...          0      0      0   
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15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
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15464         0         1             1    ...          0      0      0   
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16861         0         1             0    ...          0      0      0   
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16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
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16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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15436          0          0          0          1          0          0   
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16845          1          0          0          0          0          0   
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16874          0          1          0          0          0          0   

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 [  5.20932114e-02  -3.05763498e-03  -4.25648539e-02  -1.19450947e-01
   -4.60219531e-02  -4.32808404e-02   4.28345221e-02   5.91384876e-02
    5.02302709e-03   6.70661093e-02]
 [ -1.69373695e-01   2.45506070e-03   5.04289534e-03   1.11890258e-01
   -2.41518743e-01   9.50192041e-02   6.21956332e-02   2.01094710e-01
    1.30905855e-01   1.14821203e-02]
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   -1.48161068e-01   8.10144509e-02   1.58747714e-01  -1.84447801e-01
    1.78571728e-01   4.38247851e-02]
 [  2.08622793e-01  -6.04200654e-02  -2.24571760e-02  -2.08005006e-01
   -3.77921850e-02   1.56748962e-01  -4.07194730e-02  -2.80332956e-02
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   -1.06257099e-04  -9.10884016e-02]
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    2.12574275e-01   1.83246196e-01]
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    5.85884931e-02   2.05445409e-01  -5.88695093e-02  -2.13533072e-01
   -8.35762799e-02   1.44293603e-01]
 [ -1.62761616e-02  -3.40526271e-02  -4.22339162e-03  -1.50761826e-01
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    1.16042084e-01   6.52511384e-02]
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   -3.66156243e-01   1.79011610e-01   1.90170878e-01  -6.47380772e-02
    2.28776844e-01   1.52206289e-01]
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   -3.04573906e-01   6.94665802e-03   2.83687083e-02   6.45051902e-02
   -1.11138760e-01   3.00319275e-01]
 [  2.26200103e-01   2.40413316e-01  -1.20359392e-01   2.83412465e-01
   -3.39633017e-01  -1.11378182e-02  -1.33534385e-02   1.12237124e-01
    9.24294417e-02   3.89315630e-01]
 [ -1.27614816e-01   1.20941426e-01  -2.42431758e-01   1.74666549e-01
   -4.16006616e-01  -7.78134887e-02  -9.36567198e-02  -3.82754179e-03
    9.88323697e-02  -1.28775394e-01]
 [  1.55170313e-01   2.07177310e-02  -1.42248351e-01  -3.45258919e-02
   -3.30666762e-01  -3.35661691e-02   1.37032976e-01  -5.71211023e-02
   -1.99824442e-01   1.91640771e-01]
 [  1.78597892e-01  -1.06616364e-01  -8.45077677e-02  -5.69335899e-02
   -4.54202745e-01  -4.83838172e-02   2.23651655e-01  -1.30943653e-01
   -1.28400400e-01   1.63859075e-01]
 [  2.98484819e-03   1.26948731e-01  -1.28923666e-01   6.83287010e-02
   -9.23877654e-02   9.00602714e-02   6.62492598e-02   1.31285445e-01
    2.57827418e-01   2.39419739e-02]
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   -5.55903662e-02  -1.07058703e-01]
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   -1.28749655e-01  -3.87291151e-01]
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    7.84058126e-02   4.66094332e-02  -8.05704025e-02  -7.66337172e-02
    1.17741646e-03  -8.02377169e-02]
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    9.77749710e-02  -5.13520109e-02   1.84748373e-01   1.02970343e-02
   -1.80991565e-02  -1.46423844e-01]
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   -2.18019937e-01  -1.94754162e-02  -1.87690944e-02   7.78383988e-02
   -1.52855778e-01  -4.30262586e-02]
 [  1.09558338e-01   5.53248890e-03   5.85132380e-03  -1.10934544e-01
   -6.02952713e-02   5.17127998e-02  -1.10781703e-01   7.06184324e-02
    2.65578336e-02   1.74936057e-02]
 [ -1.48064020e-01   1.64355455e-01   1.26951120e-01   3.83371922e-02
    1.61434947e-01  -1.56777383e-01  -1.53881192e-01  -1.35928302e-01
    1.18505460e-03   1.36290750e-01]
 [  1.69605430e-01   2.30847764e-01   9.39495906e-02   1.21148693e-01
   -5.32471348e-02  -2.58374569e-01  -8.27684565e-02  -8.72085144e-02
   -1.11972513e-01   1.45378604e-01]
 [  3.26382983e-02  -1.52771544e-01   8.64609562e-02   1.97822782e-01
   -4.69901887e-02  -1.36283714e-02  -9.63410166e-02   4.15435293e-02
    1.25431022e-01  -1.59373959e-01]
 [  3.14392350e-02   5.96099805e-03   1.33362041e-01  -9.40267308e-02
   -6.87074506e-02   2.00612930e-01  -5.17369084e-03   9.45149464e-02
    1.54203032e-01  -3.70417790e-01]
 [  1.29793566e-01  -2.38937994e-01   7.45279032e-02  -3.46030278e-01
    6.10597826e-01  -1.41786213e-01  -1.59215701e-01   2.36801725e-01
    1.65114745e-01  -3.88737593e-01]
 [ -2.72771745e-01  -1.81479756e-01   6.97001202e-02  -7.39219688e-02
    5.09390435e-01  -2.06403676e-01  -1.97854355e-01   1.85122700e-01
    3.64932463e-01  -3.29723615e-01]
 [  1.72175465e-01  -5.67860297e-02  -6.03039988e-02   1.11166340e-01
    3.60767402e-01  -1.82564904e-01  -1.44687083e-01  -5.59282562e-02
    4.30612138e-02  -1.61255909e-01]
 [ -2.91048913e-01  -1.83156944e-01   2.76700471e-01  -1.15735191e-02
   -6.49794040e-02   8.07233303e-02   1.17686472e-01   1.79252033e-01
   -1.03780833e-02  -9.90054551e-02]
 [  1.29441012e-01   1.59011804e-02   2.37389504e-01  -2.17816604e-01
   -3.60849978e-02   9.56019702e-02   1.12084487e-01   1.63465483e-01
    8.77814646e-02  -8.17962462e-02]
 [  1.44910035e-01   9.68003133e-02  -1.04154891e-01  -1.00461885e-01
   -2.21763215e-01   2.04904108e-01   7.41419999e-02  -1.97800574e-01
   -1.13170200e-01   2.31940023e-02]
 [ -1.46475374e-01   1.45951254e-01  -2.15917895e-01  -4.69107170e-02
   -3.89462423e-01   8.16258155e-02   1.88865045e-01   8.77786552e-02
    1.84025463e-02   7.96921079e-02]
 [  3.25677211e-02   8.52008429e-02  -3.23665516e-03   6.28393237e-02
   -9.18362398e-02   1.61423978e-01  -2.92513045e-01  -5.38673405e-02
   -3.74932524e-02  -1.48913972e-01]
 [  2.52222690e-02   1.18665845e-02   1.98419812e-01  -1.44722337e-01
   -1.09594385e-01  -1.92684793e-01   1.39630855e-01  -2.02377314e-01
    1.54954091e-02   1.64215751e-01]
 [  3.09271531e-02   2.44615707e-01   3.88799943e-01   2.08351992e-01
    4.13809036e-02   3.31096912e-02   1.07641635e-01  -7.84815000e-02
    1.45871687e-01  -2.17522434e-02]
 [  1.73639698e-02   1.68355874e-02   4.55274491e-02   7.12683110e-02
   -6.55400172e-02  -1.20308242e-01   8.33913513e-02  -1.44440031e-01
    5.87211830e-02   9.35264960e-02]
 [ -4.11400482e-02   2.17480698e-01   2.68536830e-01  -1.01067207e-01
   -1.11737466e-01  -2.55393933e-02  -1.34053767e-02   8.89747403e-02
   -2.46733654e-01   3.37462041e-02]
 [ -9.38036094e-02  -3.10269993e-03   2.07799177e-01  -3.89826974e-02
   -1.09632195e-01  -1.24742693e-01  -1.66413972e-01  -1.36570470e-01
   -2.16576018e-01   1.41255426e-02]
 [  8.91435664e-02  -2.93585535e-01   8.90939364e-02   7.14587359e-02
    4.08993283e-02   1.45527553e-01   1.77008423e-01   3.32923856e-02
   -1.05436779e-01   1.68051988e-01]]
final_inputs_run [[ 0.61835059]
 [ 0.56042079]
 [ 0.69262722]
 ..., 
 [ 0.53505004]
 [ 0.16526025]
 [ 0.12420937]]
final_outputs_run [[ 0.61835059]
 [ 0.56042079]
 [ 0.69262722]
 ..., 
 [ 0.53505004]
 [ 0.16526025]
 [ 0.12420937]]
Progress: 2.3% ... Training loss: 0.455 ... Validation loss: 0.748[ 0.05838965]
[-0.82568862]
[-0.26606375]
[-0.32758578]
[ 0.36609061]
[-0.23160157]
[-0.26255679]
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[-0.83320541]
[-0.69018271]
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[ 0.19859849]
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[-0.73010518]
[ 0.93388637]
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[-0.07004126]
[-0.02889832]
[-0.34296044]
[ 0.93142299]
[ 0.46122463]
[-0.26556326]
[ 1.02433515]
[-0.85126534]
[-0.57861012]
[-0.87792516]
[-0.13190289]
[ 0.80202485]
[ 1.04140918]
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[-0.36100757]
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[ 0.09934273]
[ 0.36949873]
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[ 0.43806294]
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[-0.11919234]
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[ 3.043691]
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[ 1.46648092]
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[ 1.14094625]
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[ 0.14597427]
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[ 1.21488487]
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[ 0.43136612]
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[ 2.06004609]
[ 1.45894548]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
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    1.28714277e-03  -8.07256606e-02]
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    9.76570011e-02  -5.13530972e-02   1.84768108e-01   1.02786188e-02
   -1.81055762e-02  -1.46402447e-01]
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   -2.16942246e-01  -1.96320382e-02  -1.90095897e-02   7.80565357e-02
   -1.52746599e-01  -4.34690097e-02]
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   -5.91173714e-02   5.15256020e-02  -1.11049357e-01   7.08556426e-02
    2.66784949e-02   1.70289317e-02]
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    1.61561137e-01  -1.56781291e-01  -1.53899583e-01  -1.35910830e-01
    1.19613734e-03   1.36257956e-01]
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   -1.12005841e-01   1.45533124e-01]
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   -4.89864249e-02  -1.32924591e-02  -9.58460963e-02   4.11071377e-02
    1.25208962e-01  -1.58536802e-01]
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   -6.55462306e-02   2.00050808e-01  -6.01216545e-03   9.52522542e-02
    1.54578821e-01  -3.71571839e-01]
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    6.13620150e-01  -1.42327362e-01  -1.60062565e-01   2.37565846e-01
    1.65483332e-01  -3.90300034e-01]
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    5.12458534e-01  -2.07033561e-01  -1.98847255e-01   1.86020229e-01
    3.65379945e-01  -3.31380413e-01]
 [  1.72423216e-01  -5.65074330e-02  -6.05588144e-02   1.11417539e-01
    3.59853559e-01  -1.82419325e-01  -1.44485214e-01  -5.61148866e-02
    4.29695435e-02  -1.60848402e-01]
 [ -2.91229352e-01  -1.83398661e-01   2.76890552e-01  -1.17777576e-02
   -6.42514690e-02   8.06063647e-02   1.17520388e-01   1.79399223e-01
   -1.03059532e-02  -9.93197247e-02]
 [  1.29496054e-01   1.59660983e-02   2.37337799e-01  -2.17770902e-01
   -3.63225205e-02   9.56324965e-02   1.12138276e-01   1.63415251e-01
    8.77566495e-02  -8.17071984e-02]
 [  1.44990518e-01   9.68855443e-02  -1.04233974e-01  -1.00387909e-01
   -2.22034678e-01   2.04946326e-01   7.42034357e-02  -1.97855629e-01
   -1.13196695e-01   2.33163153e-02]
 [ -1.46164100e-01   1.46283888e-01  -2.16202730e-01  -4.66241142e-02
   -3.90471466e-01   8.17977745e-02   1.89101313e-01   8.75648656e-02
    1.82964261e-02   8.01616085e-02]
 [  3.30805659e-02   8.57128272e-02  -3.70443693e-03   6.34632636e-02
   -9.38038296e-02   1.61685093e-01  -2.92203894e-01  -5.41900305e-02
   -3.76224881e-02  -1.47959684e-01]
 [  2.48506426e-02   1.14703964e-02   1.98802674e-01  -1.45018023e-01
   -1.08506776e-01  -1.92886979e-01   1.39270562e-01  -2.02065685e-01
    1.56541293e-02   1.63670244e-01]
 [  3.07999673e-02   2.44412930e-01   3.89001394e-01   2.08156272e-01
    4.14640368e-02   3.30066285e-02   1.07519103e-01  -7.83524123e-02
    1.45936352e-01  -2.20198376e-02]
 [  1.63266348e-02   1.57046173e-02   4.66258297e-02   7.02864235e-02
   -6.27581481e-02  -1.20858735e-01   8.25462133e-02  -1.43673983e-01
    5.90981995e-02   9.19674767e-02]
 [ -4.07468590e-02   2.17865657e-01   2.68217337e-01  -1.00754455e-01
   -1.13158140e-01  -2.53287279e-02  -1.30906515e-02   8.87081569e-02
   -2.46873661e-01   3.43235181e-02]
 [ -9.43420692e-02  -3.73457759e-03   2.08471918e-01  -3.95643517e-02
   -1.07316155e-01  -1.25078575e-01  -1.66971952e-01  -1.36063039e-01
   -2.16325083e-01   1.32490805e-02]
 [  8.95919656e-02  -2.93171853e-01   8.86690880e-02   7.18761969e-02
    3.94168085e-02   1.45763682e-01   1.77302101e-01   3.30205969e-02
   -1.05574759e-01   1.68731697e-01]]
final_inputs_run [[ 0.64155347]
 [ 0.58993862]
 [ 0.72338621]
 ..., 
 [ 0.55829715]
 [ 0.18501182]
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final_outputs_run [[ 0.64155347]
 [ 0.58993862]
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 ..., 
 [ 0.55829715]
 [ 0.18501182]
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Progress: 2.3% ... Training loss: 0.456 ... Validation loss: 0.742[ 0.63104306]
[-0.48343081]
[-0.104187]
[-0.37417093]
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[ 1.27412307]
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[ 0.79678743]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
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21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
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27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
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15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
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15415          0          0          1          0          0          0   
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15417          0          0          1          0          0          0   
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15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
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...          ...  
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15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
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    5.90474951e-02   9.22468350e-02]
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 [  8.94719565e-02  -2.93421141e-01   8.89417537e-02   7.16203713e-02
    4.00635721e-02   1.45639705e-01   1.77043173e-01   3.32311077e-02
   -1.05458328e-01   1.68346519e-01]]
final_inputs_run [[ 0.60474879]
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 ..., 
 [ 0.52405197]
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final_outputs_run [[ 0.60474879]
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 ..., 
 [ 0.52405197]
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Progress: 2.3% ... Training loss: 0.453 ... Validation loss: 0.744[-0.30773203]
[-0.75194697]
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[ 0.71399427]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
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15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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1              1  
2              1  
3              1  
4              1  
5              1  
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[15435 rows x 56 columns]
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   -4.69118285e-02  -4.31593386e-02   4.29937866e-02   5.89643413e-02
    4.94584373e-03   6.74269930e-02]
 [ -1.68582161e-01   3.43110132e-03   4.23486148e-03   1.12655328e-01
   -2.44497238e-01   9.54856849e-02   6.28047814e-02   2.00550180e-01
    1.30643835e-01   1.26579025e-02]
 [ -6.60497699e-02   2.21237393e-01   1.71890953e-01   5.88705630e-02
   -1.49693784e-01   8.11629451e-02   1.58834472e-01  -1.84605432e-01
    1.78504205e-01   4.43431767e-02]
 [  2.09703503e-01  -5.92814475e-02  -2.34443520e-02  -2.06992765e-01
   -4.28825366e-02   1.57385693e-01  -3.98613159e-02  -2.87819103e-02
    1.06240822e-01   8.61593550e-02]
 [  2.21751542e-02   1.56204444e-02  -2.41270810e-01  -2.34987019e-01
    3.31566426e-01  -1.09702988e-01   9.54744014e-02   6.79727245e-02
    1.09060514e-04  -9.14139327e-02]
 [ -1.57299067e-01   9.47951823e-02  -2.24617736e-01   6.03096031e-02
    1.99645114e-01  -6.55167449e-02   5.82326451e-02  -9.46764446e-02
    2.12465009e-01   1.83645505e-01]
 [  1.00714169e-01   1.83571705e-01   3.82743278e-02  -6.37547259e-02
    5.85117240e-02   2.05457792e-01  -5.88480559e-02  -2.13545766e-01
   -8.35825853e-02   1.44326618e-01]
 [ -1.62779931e-02  -3.40530744e-02  -4.20572002e-03  -1.50790883e-01
    2.08559278e-01   2.44293245e-02   2.94751388e-02  -1.26861452e-01
    1.16039102e-01   6.52228089e-02]
 [  1.60224682e-01   5.05483259e-02  -2.35687325e-01  -1.77018186e-01
   -3.69558101e-01   1.79537431e-01   1.90888042e-01  -6.54329188e-02
    2.28443616e-01   1.53693026e-01]
 [  4.53455950e-02  -7.34775166e-03  -2.22677235e-01   2.25658118e-01
   -3.09824255e-01   7.74628045e-03   2.94869674e-02   6.34676467e-02
   -1.11637995e-01   3.02578640e-01]
 [  2.27356280e-01   2.41577046e-01  -1.21474945e-01   2.84474019e-01
   -3.43559883e-01  -1.05279300e-02  -1.24990990e-02   1.11446125e-01
    9.20516492e-02   3.91016442e-01]
 [ -1.26185536e-01   1.22499876e-01  -2.43881831e-01   1.76053171e-01
   -4.20910984e-01  -7.70320447e-02  -9.25420321e-02  -4.87978343e-03
    9.83333891e-02  -1.26522286e-01]
 [  1.56029237e-01   2.16362831e-02  -1.43098000e-01  -3.37042536e-02
   -3.33526467e-01  -3.31030369e-02   1.37682133e-01  -5.77340139e-02
   -2.00118782e-01   1.92940648e-01]
 [  1.79621228e-01  -1.05556658e-01  -8.55002128e-02  -5.59951707e-02
   -4.57740654e-01  -4.78668675e-02   2.24406820e-01  -1.31654775e-01
   -1.28749423e-01   1.65382790e-01]
 [  3.60255533e-03   1.27603483e-01  -1.29513571e-01   6.88944800e-02
   -9.45805908e-02   9.03998745e-02   6.67080775e-02   1.30859462e-01
    2.57632393e-01   2.48778637e-02]
 [ -1.58234573e-01  -2.11417241e-01  -1.14431809e-02  -2.18225882e-01
    3.66442355e-01  -1.67866062e-02   1.42015805e-01   1.68612656e-02
   -5.58841921e-02  -1.05799567e-01]
 [ -3.68284380e-01  -3.68814622e-01   5.93546029e-03  -9.21018193e-02
    4.05908826e-01  -1.14373792e-01  -2.31896769e-01   1.55448665e-01
   -1.27935793e-01  -3.90913228e-01]
 [  1.68024591e-01   2.09928437e-01   3.12088315e-02  -5.75323826e-02
    7.99077375e-02   4.63603195e-02  -8.09152231e-02  -7.63072921e-02
    1.33172180e-03  -8.09447271e-02]
 [  5.99486763e-02   3.57032818e-02  -2.33364636e-01   1.18998563e-01
    9.55243718e-02  -5.10179214e-02   1.85246367e-01   9.84421340e-03
   -1.83250084e-02  -1.45431724e-01]
 [  1.88751903e-02   1.67349788e-01   1.57039518e-01  -4.39203226e-02
   -2.16335284e-01  -1.96911050e-02  -1.90984715e-02   7.81537619e-02
   -1.52701101e-01  -4.36773860e-02]
 [  1.09513971e-01   5.57125575e-03   5.89075895e-03  -1.10925213e-01
   -6.03073341e-02   5.17332807e-02  -1.10755180e-01   7.05805000e-02
    2.65356335e-02   1.76089424e-02]
 [ -1.47543029e-01   1.64948213e-01   1.26513574e-01   3.88441495e-02
    1.59697159e-01  -1.56469497e-01  -1.53439206e-01  -1.36340011e-01
    9.85934164e-04   1.37126136e-01]
 [  1.69368362e-01   2.30604449e-01   9.42813053e-02   1.20887266e-01
   -5.25289136e-02  -2.58607642e-01  -8.30258917e-02  -8.70006243e-02
   -1.11852079e-01   1.44963823e-01]
 [  3.38016519e-02  -1.51521046e-01   8.54807988e-02   1.98878660e-01
   -5.12121031e-02  -1.29174543e-02  -9.52804862e-02   4.06260628e-02
    1.24951852e-01  -1.57610642e-01]
 [  3.01976989e-02   4.57206848e-03   1.34672669e-01  -9.51308065e-02
   -6.43057557e-02   1.99870748e-01  -6.27249834e-03   9.55035584e-02
    1.54699334e-01  -3.72115505e-01]
 [  1.27382762e-01  -2.41435620e-01   7.68524355e-02  -3.48007278e-01
    6.16794868e-01  -1.43066863e-01  -1.61240257e-01   2.38611054e-01
    1.66031040e-01  -3.92139708e-01]
 [ -2.75128177e-01  -1.84422682e-01   7.22662669e-02  -7.64370435e-02
    5.17020789e-01  -2.07839545e-01  -2.00076823e-01   1.87116535e-01
    3.65908765e-01  -3.33663687e-01]
 [  1.72168397e-01  -5.67839923e-02  -6.02961529e-02   1.11174090e-01
    3.60669356e-01  -1.82543189e-01  -1.44682315e-01  -5.59276799e-02
    4.30613453e-02  -1.61223104e-01]
 [ -2.91578154e-01  -1.83807279e-01   2.77256352e-01  -1.21311529e-02
   -6.29348570e-02   8.04119673e-02   1.17236180e-01   1.79660337e-01
   -1.01767615e-02  -9.99037498e-02]
 [  1.29435248e-01   1.58890955e-02   2.37456298e-01  -2.17867640e-01
   -3.60822016e-02   9.55974078e-02   1.12095677e-01   1.63460315e-01
    8.77707659e-02  -8.18009913e-02]
 [  1.45330163e-01   9.72605333e-02  -1.04570098e-01  -1.00076122e-01
   -2.23295747e-01   2.05140075e-01   7.44793664e-02  -1.98110172e-01
   -1.13318158e-01   2.38197096e-02]
 [ -1.45814107e-01   1.46731843e-01  -2.16586301e-01  -4.62490038e-02
   -3.92014154e-01   8.20090450e-02   1.89418767e-01   8.72720460e-02
    1.81525450e-02   8.07772553e-02]
 [  3.39344418e-02   8.65562839e-02  -4.45229628e-03   6.42266878e-02
   -9.68827180e-02   1.62135048e-01  -2.91631943e-01  -5.47601402e-02
   -3.78892700e-02  -1.46823669e-01]
 [  2.60143776e-02   1.26852181e-02   1.97686649e-01  -1.44013737e-01
   -1.12373543e-01  -1.92315400e-01   1.40121577e-01  -2.02876084e-01
    1.52656197e-02   1.65403892e-01]
 [  3.20678732e-02   2.45645924e-01   3.87772357e-01   2.09273917e-01
    3.73924415e-02   3.36350751e-02   1.08388149e-01  -7.91954728e-02
    1.45508028e-01  -2.01260373e-02]
 [  1.56662544e-02   1.49402597e-02   4.74174720e-02   6.96244885e-02
   -6.12750809e-02  -1.21258190e-01   8.18705335e-02  -1.43073748e-01
    5.94156126e-02   9.09496473e-02]
 [ -4.13170418e-02   2.17244097e-01   2.68857995e-01  -1.01222357e-01
   -1.11798519e-01  -2.56110568e-02  -1.34798937e-02   8.90876738e-02
   -2.46696607e-01   3.35006529e-02]
 [ -9.39173777e-02  -3.12201899e-03   2.08076601e-01  -3.91363171e-02
   -1.09067986e-01  -1.24781283e-01  -1.66517352e-01  -1.36487802e-01
   -2.16533439e-01   1.40511917e-02]
 [  8.98507539e-02  -2.93008769e-01   8.86081695e-02   7.19591400e-02
    3.85736390e-02   1.45836825e-01   1.77296886e-01   3.29869229e-02
   -1.05564189e-01   1.68874612e-01]]
final_inputs_run [[-1.34126271]
 [-1.37028241]
 [-1.42203474]
 ..., 
 [-0.24081834]
 [-0.02820985]
 [ 0.277964  ]]
final_outputs_run [[-1.34126271]
 [-1.37028241]
 [-1.42203474]
 ..., 
 [-0.24081834]
 [-0.02820985]
 [ 0.277964  ]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
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Progress: 2.3% ... Training loss: 0.452 ... Validation loss: 0.746[-0.46333959]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
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final_inputs_run [[-1.34425605]
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 ..., 
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final_outputs_run [[-1.34425605]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
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16854          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
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...          ...  
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16874          0  

[1440 rows x 56 columns]
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   -8.37886808e-02  -2.25383458e-02   5.99048586e-02   6.61222712e-02
   -1.83543179e-01   1.52683385e-01]
 [  2.54024436e-01  -2.15499305e-01  -8.67502985e-02   7.77100491e-02
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 [  9.22350735e-02   1.48392839e-01  -2.15531837e-02  -2.04482200e-03
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   -7.97894398e-02  -1.34236031e-01]
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   -8.83362947e-02  -1.51605629e-01]
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   -8.34304906e-02   1.43639434e-01]
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   -1.11724242e-01   3.02986430e-01]
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   -3.44172893e-01  -1.04202230e-02  -1.23523227e-02   1.11313689e-01
    9.19893027e-02   3.91280468e-01]
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   -4.23860149e-01  -7.65708185e-02  -9.18840953e-02  -5.47725062e-03
    9.80488888e-02  -1.25218474e-01]
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   -3.37140189e-01  -3.24906224e-02   1.38502856e-01  -5.84971712e-02
   -2.00487093e-01   1.94632073e-01]
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   -4.58310970e-01  -4.77763257e-02   2.24531693e-01  -1.31772506e-01
   -1.28806056e-01   1.65635297e-01]
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   -5.57347895e-02  -1.06494891e-01]
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   -1.27822382e-01  -3.91368108e-01]
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    1.40681942e-03  -8.12720035e-02]
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   -1.82402071e-02  -1.45784036e-01]
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   -1.52663119e-01  -4.38978618e-02]
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   -5.96715045e-02   5.16419928e-02  -1.10816300e-01   7.06708347e-02
    2.65798460e-02   1.73673427e-02]
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    1.58877566e-01  -1.56336195e-01  -1.53227333e-01  -1.36532186e-01
    8.93466750e-04   1.37542840e-01]
 [  1.69396443e-01   2.30626518e-01   9.43051445e-02   1.20899323e-01
   -5.26296909e-02  -2.58598972e-01  -8.30083660e-02  -8.70132665e-02
   -1.11858828e-01   1.44970553e-01]
 [  3.37000975e-02  -1.51561123e-01   8.56053440e-02   1.98780364e-01
   -5.09975723e-02  -1.29678625e-02  -9.53124258e-02   4.06788640e-02
    1.24977689e-01  -1.57775315e-01]
 [  3.00874948e-02   4.46987821e-03   1.34807367e-01  -9.52624937e-02
   -6.39432824e-02   1.99789085e-01  -6.39251716e-03   9.55978934e-02
    1.54752739e-01  -3.72309624e-01]
 [  1.26938834e-01  -2.41847746e-01   7.72682226e-02  -3.48341234e-01
    6.17995984e-01  -1.43302789e-01  -1.61588186e-01   2.38913654e-01
    1.66178188e-01  -3.92738172e-01]
 [ -2.75989656e-01  -1.85390867e-01   7.31289866e-02  -7.72470935e-02
    5.19880081e-01  -2.08323885e-01  -2.00796528e-01   1.87729735e-01
    3.66206731e-01  -3.35010049e-01]
 [  1.71896993e-01  -5.70454867e-02  -6.00258640e-02   1.10917668e-01
    3.61537580e-01  -1.82688212e-01  -1.44892913e-01  -5.57346527e-02
    4.31534453e-02  -1.61651808e-01]
 [ -2.91782480e-01  -1.84042617e-01   2.77446382e-01  -1.23376571e-02
   -6.21664266e-02   8.02922125e-02   1.17070376e-01   1.79813875e-01
   -1.01031248e-02  -1.00240474e-01]
 [  1.29619049e-01   1.60881368e-02   2.37280803e-01  -2.17702063e-01
   -3.67542785e-02   9.57015907e-02   1.12244499e-01   1.63328127e-01
    8.77074979e-02  -8.15307443e-02]
 [  1.45273383e-01   9.72023477e-02  -1.04510882e-01  -1.00137954e-01
   -2.23109982e-01   2.05103385e-01   7.44270133e-02  -1.98067630e-01
   -1.13295346e-01   2.37270688e-02]
 [ -1.45947302e-01   1.46622164e-01  -2.16490360e-01  -4.63635571e-02
   -3.91758159e-01   8.19369727e-02   1.89328985e-01   8.73621070e-02
    1.81956660e-02   8.06017945e-02]
 [  3.39385439e-02   8.65218300e-02  -4.41284867e-03   6.42180076e-02
   -9.66850920e-02   1.62108577e-01  -2.91615147e-01  -5.47326027e-02
   -3.78660036e-02  -1.46902945e-01]
 [  2.65007045e-02   1.32261164e-02   1.97237944e-01  -1.43547587e-01
   -1.13909467e-01  -1.92040102e-01   1.40487915e-01  -2.03222736e-01
    1.51118506e-02   1.66151516e-01]
 [  3.26680596e-02   2.46278992e-01   3.87281097e-01   2.09813256e-01
    3.52961733e-02   3.39434518e-02   1.08845354e-01  -7.96017530e-02
    1.45310368e-01  -1.92973041e-02]
 [  1.48265274e-02   1.40830285e-02   4.82377232e-02   6.88119313e-02
   -5.87740456e-02  -1.21700523e-01   8.12703564e-02  -1.42513937e-01
    5.96822524e-02   8.97117618e-02]
 [ -4.14073191e-02   2.17195291e-01   2.68918344e-01  -1.01221433e-01
   -1.11851924e-01  -2.56562282e-02  -1.35395180e-02   8.91239995e-02
   -2.46668062e-01   3.34195919e-02]
 [ -9.36377406e-02  -2.84001564e-03   2.07839206e-01  -3.88936954e-02
   -1.09925030e-01  -1.24626333e-01  -1.66313174e-01  -1.36668396e-01
   -2.16624155e-01   1.44522992e-02]
 [  8.95199958e-02  -2.93222664e-01   8.89363873e-02   7.16485974e-02
    3.91965481e-02   1.45637860e-01   1.76992289e-01   3.32476085e-02
   -1.05429806e-01   1.68424019e-01]]
final_inputs_run [[ 0.59728426]
 [ 0.53751207]
 [ 0.66942021]
 ..., 
 [ 0.50270238]
 [ 0.12829599]
 [ 0.09259754]]
final_outputs_run [[ 0.59728426]
 [ 0.53751207]
 [ 0.66942021]
 ..., 
 [ 0.50270238]
 [ 0.12829599]
 [ 0.09259754]]
Progress: 2.3% ... Training loss: 0.451 ... Validation loss: 0.745[-0.20641507]
[-0.43560677]
[-0.35481455]
[-0.56935591]
[ 1.31619243]
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[ 0.39914832]
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[ 1.48331589]
[ 0.27599735]
[ 0.035296]
[ 0.33800296]
[ 0.90717105]
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[-0.06547526]
[-0.98773198]
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[ 0.84243723]
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[ 0.81897847]
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[ 0.86824345]
[ 1.20261646]
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[ 0.33271543]
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[-0.15198442]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
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final_inputs_run [[-1.29839297]
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final_outputs_run [[-1.29839297]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
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16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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[1440 rows x 56 columns]
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   -4.24835600e-01  -7.64113955e-02  -9.16554773e-02  -5.67929717e-03
    9.79490555e-02  -1.24781177e-01]
 [  1.57285667e-01   2.29385160e-02  -1.44316554e-01  -3.25321712e-02
   -3.37635803e-01  -3.24090577e-02   1.38616395e-01  -5.86002577e-02
   -2.00536357e-01   1.94854903e-01]
 [  1.80454843e-01  -1.04673829e-01  -8.63093681e-02  -5.52093236e-02
   -4.60536378e-01  -4.74278986e-02   2.25033253e-01  -1.32231095e-01
   -1.29023165e-01   1.66641185e-01]
 [  4.13529369e-03   1.28168871e-01  -1.30024619e-01   6.93909668e-02
   -9.63995158e-02   9.06952195e-02   6.71085241e-02   1.30514914e-01
    2.57473455e-01   2.56938698e-02]
 [ -1.59149528e-01  -2.12440423e-01  -1.05417313e-02  -2.19143399e-01
    3.69667893e-01  -1.73174780e-02   1.41263575e-01   1.75336847e-02
   -5.55627970e-02  -1.07263570e-01]
 [ -3.70188580e-01  -3.71138351e-01   8.14256951e-03  -9.42101734e-02
    4.12855391e-01  -1.15538473e-01  -2.33588063e-01   1.56994014e-01
   -1.27180901e-01  -3.94192819e-01]
 [  1.67113807e-01   2.08948448e-01   3.21300292e-02  -5.84470674e-02
    8.31715255e-02   4.58439325e-02  -8.16438190e-02  -7.56400205e-02
    1.64833059e-03  -8.24056950e-02]
 [  6.00994929e-02   3.58829511e-02  -2.33522529e-01   1.19151435e-01
    9.48865188e-02  -5.09537814e-02   1.85371118e-01   9.73748787e-03
   -1.83739842e-02  -1.45207849e-01]
 [  1.85530533e-02   1.66967292e-01   1.57447448e-01  -4.42559666e-02
   -2.15245579e-01  -1.98961789e-02  -1.93853958e-02   7.84033115e-02
   -1.52580130e-01  -4.42694760e-02]
 [  1.09072726e-01   5.09304674e-03   6.38364820e-03  -1.11359967e-01
   -5.85921120e-02   5.14600898e-02  -1.11078542e-01   7.08898351e-02
    2.66916302e-02   1.68756115e-02]
 [ -1.46949067e-01   1.65736551e-01   1.25989113e-01   3.94195528e-02
    1.57529992e-01  -1.56107330e-01  -1.52866211e-01  -1.36851440e-01
    7.42984924e-04   1.38223253e-01]
 [  1.69372787e-01   2.30596379e-01   9.43198053e-02   1.20873869e-01
   -5.25187946e-02  -2.58619947e-01  -8.30228628e-02  -8.69929923e-02
   -1.11853112e-01   1.44927246e-01]
 [  3.34886333e-02  -1.51704246e-01   8.57862017e-02   1.98618781e-01
   -5.05056811e-02  -1.30614896e-02  -9.53990099e-02   4.07717464e-02
    1.25031433e-01  -1.57989334e-01]
 [  2.94905736e-02   3.87882137e-03   1.35374983e-01  -9.58039079e-02
   -6.19699397e-02   1.99450804e-01  -6.86029494e-03   9.59974181e-02
    1.54954254e-01  -3.73201474e-01]
 [  1.26101813e-01  -2.42784827e-01   7.79524024e-02  -3.49111335e-01
    6.20507537e-01  -1.43809550e-01  -1.62341368e-01   2.39516346e-01
    1.66494524e-01  -3.93928281e-01]
 [ -2.76274044e-01  -1.85759041e-01   7.34519354e-02  -7.75606665e-02
    5.20896473e-01  -2.08502959e-01  -2.01050483e-01   1.87965717e-01
    3.66321306e-01  -3.35494881e-01]
 [  1.71787959e-01  -5.71719856e-02  -5.99005114e-02   1.10781537e-01
    3.61960240e-01  -1.82758363e-01  -1.45018059e-01  -5.56254708e-02
    4.32078805e-02  -1.61850460e-01]
 [ -2.91895296e-01  -1.84209639e-01   2.77555784e-01  -1.24725916e-02
   -6.16781047e-02   8.02100148e-02   1.16952780e-01   1.79916991e-01
   -1.00529714e-02  -1.00450670e-01]
 [  1.29518814e-01   1.59870987e-02   2.37397575e-01  -2.17811306e-01
   -3.64486630e-02   9.56518936e-02   1.12171005e-01   1.63398693e-01
    8.77385805e-02  -8.16945621e-02]
 [  1.45123324e-01   9.70330410e-02  -1.04356397e-01  -1.00293704e-01
   -2.22644270e-01   2.05016702e-01   7.43021490e-02  -1.97954506e-01
   -1.13241260e-01   2.34815523e-02]
 [ -1.45647146e-01   1.46972047e-01  -2.16788998e-01  -4.61011116e-02
   -3.92921562e-01   8.21025654e-02   1.89556778e-01   8.71574911e-02
    1.80990199e-02   8.10820145e-02]
 [  3.36646047e-02   8.61979783e-02  -4.08264038e-03   6.38944505e-02
   -9.56833363e-02   1.61955932e-01  -2.91814175e-01  -5.45204319e-02
   -3.77724312e-02  -1.47374421e-01]
 [  2.66527662e-02   1.34129546e-02   1.97077809e-01  -1.43438191e-01
   -1.14765456e-01  -1.91997739e-01   1.40595565e-01  -2.03319784e-01
    1.50697409e-02   1.66397693e-01]
 [  3.25474440e-02   2.46211538e-01   3.87303179e-01   2.09781632e-01
    3.52474196e-02   3.38529784e-02   1.08714449e-01  -7.95358275e-02
    1.45371887e-01  -1.92926979e-02]
 [  1.48554654e-02   1.38896671e-02   4.83838489e-02   6.86614835e-02
   -5.83107716e-02  -1.21777554e-01   8.11891314e-02  -1.42395840e-01
    5.97343761e-02   8.94771185e-02]
 [ -4.22147965e-02   2.16304841e-01   2.69849320e-01  -1.02121431e-01
   -1.09184021e-01  -2.61051376e-02  -1.42031455e-02   8.96929811e-02
   -2.46370754e-01   3.21767100e-02]
 [ -9.42306864e-02  -3.45434383e-03   2.08438729e-01  -3.95333428e-02
   -1.07811393e-01  -1.24968377e-01  -1.66823493e-01  -1.36213590e-01
   -2.16404513e-01   1.34818273e-02]
 [  8.92008958e-02  -2.93576324e-01   8.92619531e-02   7.13851046e-02
    4.02764690e-02   1.45417148e-01   1.76644424e-01   3.35078375e-02
   -1.05283425e-01   1.67922428e-01]]
final_inputs_run [[ 0.64919906]
 [ 0.58520856]
 [ 0.71145807]
 ..., 
 [ 0.55316722]
 [ 0.18292407]
 [ 0.15365776]]
final_outputs_run [[ 0.64919906]
 [ 0.58520856]
 [ 0.71145807]
 ..., 
 [ 0.55316722]
 [ 0.18292407]
 [ 0.15365776]]
Progress: 2.3% ... Training loss: 0.451 ... Validation loss: 0.739[ 0.67275091]
[-0.10060602]
[ 2.06312514]
[ 1.29841874]
[ 0.21350982]
[-0.06629603]
[-0.1517568]
[-0.51184118]
[-0.79879824]
[-0.15684828]
[-0.32134801]
[-0.82575394]
[ 1.56809933]
[-0.42350455]
[ 0.26558123]
[-0.69681841]
[-0.36890923]
[ 0.71902624]
[ 0.20760152]
[-0.76244948]
[ 0.43602979]
[ 0.11421295]
[ 0.59654749]
[ 0.03316519]
[-0.51337524]
[ 0.11885554]
[-0.56853869]
[ 0.07466236]
[ 0.37601948]
[ 0.28877317]
[-0.63081569]
[-0.60749964]
[ 0.9023571]
[-0.22903144]
[-0.07830917]
[ 0.64937973]
[ 0.76946013]
[ 0.43522555]
[ 1.6205699]
[-0.23604313]
[-0.40788188]
[-0.7398479]
[ 0.15067047]
[ 0.44837597]
[-0.98938075]
[ 0.12663819]
[ 0.01740359]
[-0.60771394]
[ 1.6043397]
[-0.45945169]
[-0.30166318]
[-0.70767856]
[-0.04307859]
[ 0.02018752]
[-0.39787794]
[-0.68989235]
[ 1.48191992]
[-1.57865838]
[-0.3695669]
[-0.45879414]
[ 0.17712513]
[ 0.32397705]
[ 0.73620982]
[ 0.01378575]
[-0.00208429]
[-0.63449865]
[ 0.17705153]
[ 0.10336546]
[ 0.13446767]
[ 0.81663471]
[-1.20694185]
[-0.63386681]
[-0.20427631]
[-0.01785462]
[-0.65121004]
[-0.20408847]
[-0.62703502]
[-0.02967692]
[ 0.72571492]
[ 0.13925148]
[ 1.30592217]
[ 0.24194795]
[-0.77996169]
[-0.42254639]
[-0.21083424]
[ 0.0260648]
[-0.11888148]
[ 1.06612087]
[ 2.65523002]
[-1.11233408]
[-0.21437035]
[ 0.7800129]
[ 0.17723954]
[-0.19632001]
[ 0.08203155]
[ 0.0365993]
[-0.79291988]
[-0.58642737]
[-0.3792859]
[-0.48343137]
[-0.76083793]
[ 0.94935849]
[ 1.23037508]
[-0.11195526]
[-0.10553157]
[ 0.60685488]
[-0.40198033]
[ 0.54567233]
[-0.14326759]
[ 0.05755819]
[-0.61728262]
[-0.57661213]
[-0.74640388]
[-0.29810649]
[-0.41283286]
[-1.2157899]
[-0.09661217]
[-0.20546303]
[ 0.08997511]
[-1.18174471]
[-0.1893017]
[ 0.24478993]
[ 0.11157514]
[-0.24008793]
[-0.68036484]
[-0.7068083]
[-0.32403925]
[-1.38066811]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
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    8.76930290e-02  -8.14933415e-02]
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   -1.13205905e-01   2.33371397e-02]
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    1.79248238e-02   8.18602275e-02]
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    1.48520038e-02   1.67377822e-01]
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    3.10808768e-02   3.44989337e-02   1.09673005e-01  -8.04289101e-02
    1.44939661e-01  -1.74180566e-02]
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    4.36893365e-02   1.44817400e-01   1.75774709e-01   3.43022798e-02
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final_inputs_run [[ 0.62750583]
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 ..., 
 [ 0.52823843]
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final_outputs_run [[ 0.62750583]
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 ..., 
 [ 0.52823843]
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Progress: 2.3% ... Training loss: 0.449 ... Validation loss: 0.741[-1.07159102]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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   -1.83870106e-01   1.54124079e-01]
 [  2.54024436e-01  -2.15499305e-01  -8.67502985e-02   7.77100491e-02
    1.57294819e-01   4.17850142e-02  -5.67398066e-02  -6.09518853e-02
    2.54196600e-01   2.41098424e-02]
 [ -9.62635792e-02   1.45032283e-01  -4.32695538e-02   1.93168210e-02
    1.31430624e-01  -1.00542379e-01  -4.09556465e-03  -2.40622098e-02
    4.77592837e-02   1.27203005e-01]
 [  9.26998310e-02   1.48869000e-01  -2.19315821e-02  -1.69694686e-03
    3.57100013e-02  -3.62196669e-02  -2.47858141e-01   2.46678208e-01
   -1.42496339e-01  -1.78548837e-02]
 [ -3.60511179e-02   2.89810277e-01  -1.09422931e-01   3.22850762e-02
    7.93398790e-02  -5.36841088e-02  -8.67435645e-02  -2.59474814e-01
   -7.96862798e-02  -1.34491063e-01]
 [ -5.53996185e-02   1.57731491e-01  -1.06537925e-01  -2.83187031e-01
   -2.23393560e-01  -3.03487177e-01   5.11112836e-02  -8.98522456e-02
   -8.85219495e-02  -1.50533569e-01]
 [  5.20599335e-02  -3.15496460e-03  -4.23344579e-02  -1.19628481e-01
   -4.59648892e-02  -4.33586867e-02   4.26271252e-02   5.92481121e-02
    5.11410646e-03   6.68627629e-02]
 [ -1.66760668e-01   5.15687538e-03   2.60551566e-03   1.14138458e-01
   -2.50625894e-01   9.63373441e-02   6.39811837e-02   1.99452223e-01
    1.30152215e-01   1.52632436e-02]
 [ -6.51731421e-02   2.22074632e-01   1.71138337e-01   5.95802887e-02
   -1.52219255e-01   8.16083605e-02   1.59478771e-01  -1.85210100e-01
    1.78200501e-01   4.56489598e-02]
 [  2.07451944e-01  -6.17349840e-02  -2.11887723e-02  -2.09099557e-01
   -3.63309134e-02   1.56063976e-01  -4.16865907e-02  -2.71383975e-02
    1.07091135e-01   8.26986578e-02]
 [  2.20177143e-02   1.52849356e-02  -2.40823734e-01  -2.35205380e-01
    3.31168490e-01  -1.09891158e-01   9.51911519e-02   6.81277763e-02
    2.38187616e-04  -9.16705326e-02]
 [ -1.57723633e-01   9.44352576e-02  -2.24216313e-01   5.99589377e-02
    2.00230160e-01  -6.57290928e-02   5.79351175e-02  -9.44058463e-02
    2.12588884e-01   1.83018203e-01]
 [  1.00274485e-01   1.83112256e-01   3.86826785e-02  -6.41793585e-02
    6.00139678e-02   2.05215275e-01  -5.91703613e-02  -2.13238464e-01
   -8.34373938e-02   1.43649059e-01]
 [ -1.58687600e-02  -3.36258438e-02  -4.58927533e-03  -1.50429920e-01
    2.07170448e-01   2.46423925e-02   2.97680939e-02  -1.27143538e-01
    1.15902973e-01   6.57984021e-02]
 [  1.62366071e-01   5.27811697e-02  -2.37763503e-01  -1.75048991e-01
   -3.76944439e-01   1.80697471e-01   1.92487502e-01  -6.69459033e-02
    2.27753957e-01   1.56942162e-01]
 [  4.68242227e-02  -5.78133266e-03  -2.24145844e-01   2.27086392e-01
   -3.15022807e-01   8.55241428e-03   3.06348427e-02   6.24059694e-02
   -1.12149059e-01   3.04845991e-01]
 [  2.29093667e-01   2.43405057e-01  -1.23162657e-01   2.86134153e-01
   -3.49652958e-01  -9.56009294e-03  -1.11283809e-02   1.10228517e-01
    9.14790222e-02   3.93679221e-01]
 [ -1.24223820e-01   1.24794378e-01  -2.45985789e-01   1.78086065e-01
   -4.28044392e-01  -7.58802575e-02  -9.08706221e-02  -6.40660834e-03
    9.76136361e-02  -1.23264334e-01]
 [  1.58325828e-01   2.40317374e-02  -1.45316138e-01  -3.15994772e-02
   -3.41154267e-01  -3.18717528e-02   1.39404195e-01  -5.93295803e-02
   -2.00885588e-01   1.96417480e-01]
 [  1.80790833e-01  -1.04341087e-01  -8.66135965e-02  -5.49262238e-02
   -4.61593136e-01  -4.72666492e-02   2.25252256e-01  -1.32453856e-01
   -1.29126447e-01   1.67108741e-01]
 [  4.43135901e-03   1.28509022e-01  -1.30347103e-01   6.96973724e-02
   -9.76274491e-02   9.08512387e-02   6.73604440e-02   1.30284821e-01
    2.57366733e-01   2.62080810e-02]
 [ -1.59345529e-01  -2.12660835e-01  -1.03547832e-02  -2.19333801e-01
    3.70155516e-01  -1.74294959e-02   1.41111573e-01   1.76842232e-02
   -5.54939661e-02  -1.07566529e-01]
 [ -3.71830877e-01  -3.73022866e-01   9.97443257e-03  -9.59410217e-02
    4.19097097e-01  -1.16487821e-01  -2.35059481e-01   1.58319404e-01
   -1.26537793e-01  -3.96844638e-01]
 [  1.66878423e-01   2.08695164e-01   3.23689363e-02  -5.86759912e-02
    8.39684825e-02   4.57169160e-02  -8.18205483e-02  -7.54708731e-02
    1.72660476e-03  -8.27737350e-02]
 [  6.06374991e-02   3.65209964e-02  -2.34115027e-01   1.19703440e-01
    9.31790398e-02  -5.06606710e-02   1.85813514e-01   9.31124745e-03
   -1.85829736e-02  -1.44351655e-01]
 [  1.82113458e-02   1.66633405e-01   1.57790352e-01  -4.45668309e-02
   -2.14066722e-01  -2.01026709e-02  -1.96690170e-02   7.86453695e-02
   -1.52454532e-01  -4.47683374e-02]
 [  1.08860209e-01   4.87757545e-03   6.65845673e-03  -1.11544899e-01
   -5.81211992e-02   5.13324472e-02  -1.11228118e-01   7.10370731e-02
    2.67554336e-02   1.65931408e-02]
 [ -1.46316015e-01   1.66501444e-01   1.25463388e-01   4.00671734e-02
    1.55302228e-01  -1.55730157e-01  -1.52282826e-01  -1.37391028e-01
    4.85537689e-04   1.39328200e-01]
 [  1.69821379e-01   2.31134280e-01   9.38549664e-02   1.21330261e-01
   -5.43357292e-02  -2.58389507e-01  -8.26270561e-02  -8.73631515e-02
   -1.12030143e-01   1.45718700e-01]
 [  3.32175973e-02  -1.51951548e-01   8.60677576e-02   1.98390490e-01
   -4.98895667e-02  -1.31777188e-02  -9.55341022e-02   4.09388875e-02
    1.25093399e-01  -1.58332309e-01]
 [  2.91945616e-02   3.49330139e-03   1.35721763e-01  -9.61057776e-02
   -6.06789894e-02   1.99244173e-01  -7.17278806e-03   9.62855248e-02
    1.55097713e-01  -3.73655268e-01]
 [  1.24348517e-01  -2.44776096e-01   7.98264148e-02  -3.50714323e-01
    6.25972972e-01  -1.44804648e-01  -1.63871811e-01   2.40889773e-01
    1.67151586e-01  -3.96625875e-01]
 [ -2.77550679e-01  -1.87572293e-01   7.50636118e-02  -7.90269716e-02
    5.24664376e-01  -2.09369806e-01  -2.02351456e-01   1.89128932e-01
    3.66922034e-01  -3.37871572e-01]
 [  1.71639253e-01  -5.73385918e-02  -5.97439076e-02   1.10633265e-01
    3.62483533e-01  -1.82833024e-01  -1.45136043e-01  -5.55148876e-02
    4.32597598e-02  -1.62082077e-01]
 [ -2.92490864e-01  -1.84910961e-01   2.78168896e-01  -1.31100723e-02
   -5.92990308e-02   7.98334664e-02   1.16414076e-01   1.80419153e-01
   -9.81117115e-03  -1.01481508e-01]
 [  1.30095551e-01   1.66358617e-02   2.36832754e-01  -2.17261028e-01
   -3.85160950e-02   9.59862154e-02   1.12647672e-01   1.62959071e-01
    8.75265294e-02  -8.07564634e-02]
 [  1.44881680e-01   9.67852269e-02  -1.04119461e-01  -1.00538440e-01
   -2.21790281e-01   2.04881945e-01   7.41058757e-02  -1.97767847e-01
   -1.13151317e-01   2.30942744e-02]
 [ -1.44963783e-01   1.47771178e-01  -2.17522745e-01  -4.54290001e-02
   -3.95490955e-01   8.25124226e-02   1.90139981e-01   8.66310793e-02
    1.78391856e-02   8.22574865e-02]
 [  3.40697529e-02   8.64709783e-02  -4.35064367e-03   6.42100688e-02
   -9.68571171e-02   1.62062808e-01  -2.91711554e-01  -5.46640770e-02
   -3.78248618e-02  -1.46793922e-01]
 [  2.66323592e-02   1.32808382e-02   1.97203266e-01  -1.43566395e-01
   -1.14752162e-01  -1.92083904e-01   1.40428685e-01  -2.03188737e-01
    1.51065034e-02   1.66211541e-01]
 [  3.44282434e-02   2.48264250e-01   3.85530357e-01   2.11584086e-01
    2.84897598e-02   3.48851791e-02   1.10205337e-01  -8.09563044e-02
    1.44718511e-01  -1.62884849e-02]
 [  1.47848396e-02   1.38414446e-02   4.85047523e-02   6.85761519e-02
   -5.85323906e-02  -1.21836166e-01   8.11167387e-02  -1.42352786e-01
    5.97575708e-02   8.94558734e-02]
 [ -4.21506087e-02   2.15916640e-01   2.70126768e-01  -1.02231508e-01
   -1.09899008e-01  -2.62438345e-02  -1.43930518e-02   8.98593411e-02
   -2.46243576e-01   3.20328216e-02]
 [ -9.38689101e-02  -2.97867302e-03   2.08104763e-01  -3.91862796e-02
   -1.09219596e-01  -1.24728537e-01  -1.66471997e-01  -1.36506224e-01
   -2.16556141e-01   1.41553035e-02]
 [  8.78417028e-02  -2.94957383e-01   9.06880794e-02   7.00912231e-02
    4.46858010e-02   1.44666977e-01   1.75553531e-01   3.44911708e-02
   -1.04794799e-01   1.65837362e-01]]
final_inputs_run [[-1.31842859]
 [-1.34640218]
 [-1.39816752]
 ..., 
 [-0.19186048]
 [ 0.02398049]
 [ 0.31958912]]
final_outputs_run [[-1.31842859]
 [-1.34640218]
 [-1.39816752]
 ..., 
 [-0.19186048]
 [ 0.02398049]
 [ 0.31958912]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
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Progress: 2.4% ... Training loss: 0.448 ... Validation loss: 0.738[-0.81762468]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
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28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
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15414   1        0 -0.088219  0.325357   0.031898         0         0   
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15416   1        0  0.015647  0.221693  -0.456086         0         0   
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15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
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15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
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15427   1        0 -0.192085  1.310171  -0.821460         0         0   
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15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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       weekday_6  
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[15435 rows x 56 columns]
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final_inputs_run [[-1.32956396]
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final_outputs_run [[-1.32956396]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
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16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
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16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
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16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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[1440 rows x 56 columns]
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    1.25085589e-01  -1.58333521e-01]
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    3.67035485e-01  -3.38417585e-01]
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    4.32552690e-02  -1.62061573e-01]
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   -5.95581350e-02   7.98746729e-02   1.16468537e-01   1.80363756e-01
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    4.41966076e-02   1.44712704e-01   1.75597263e-01   3.44093547e-02
   -1.04819377e-01   1.65957134e-01]]
final_inputs_run [[ 0.63180569]
 [ 0.5592286 ]
 [ 0.6833612 ]
 ..., 
 [ 0.52993812]
 [ 0.16113311]
 [ 0.13249707]]
final_outputs_run [[ 0.63180569]
 [ 0.5592286 ]
 [ 0.6833612 ]
 ..., 
 [ 0.52993812]
 [ 0.16113311]
 [ 0.13249707]]
Progress: 2.4% ... Training loss: 0.446 ... Validation loss: 0.738[-0.75381359]
[ 2.45941949]
[ 0.44298591]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
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15417   1        0  0.223378  0.066196   0.031898         0         0   
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final_inputs_run [[-1.34999037]
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 ..., 
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final_outputs_run [[-1.34999037]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
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15458         0         1             1    ...          0      0      0   
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15460         0         1             1    ...          0      0      0   
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15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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[1440 rows x 56 columns]
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    1.98587562e-01  -6.56044920e-02   5.80548978e-02  -9.45536652e-02
    2.12540840e-01   1.83344733e-01]
 [  9.91421940e-02   1.81989696e-01   3.97309623e-02  -6.51859156e-02
    6.39552939e-02   2.04608587e-01  -6.00403809e-02  -2.12438943e-01
   -8.30549540e-02   1.41961779e-01]
 [ -1.57376788e-02  -3.34963878e-02  -4.71059325e-03  -1.50311952e-01
    2.06722781e-01   2.47133806e-02   2.98707019e-02  -1.27236467e-01
    1.15859994e-01   6.60073118e-02]
 [  1.63076057e-01   5.35458183e-02  -2.38476832e-01  -1.74404503e-01
   -3.79488242e-01   1.81085384e-01   1.93048274e-01  -6.74567578e-02
    2.27513469e-01   1.58024960e-01]
 [  4.74559944e-02  -5.11696099e-03  -2.24744556e-01   2.27685776e-01
   -3.17211207e-01   8.88750155e-03   3.11089950e-02   6.19744947e-02
   -1.12357633e-01   3.05774924e-01]
 [  2.30384030e-01   2.44732789e-01  -1.24366897e-01   2.87312930e-01
   -3.53965108e-01  -8.88594163e-03  -1.01662689e-02   1.09360690e-01
    9.10654695e-02   3.95531718e-01]
 [ -1.22844163e-01   1.26209621e-01  -2.47262422e-01   1.79362173e-01
   -4.32929801e-01  -7.51331980e-02  -8.97973532e-02  -7.38724681e-03
    9.71600998e-02  -1.21177889e-01]
 [  1.59800848e-01   2.56047450e-02  -1.46795721e-01  -3.02007000e-02
   -3.46214156e-01  -3.10813243e-02   1.40550717e-01  -6.03833176e-02
   -2.01390471e-01   1.98696738e-01]
 [  1.81262184e-01  -1.03837502e-01  -8.70738947e-02  -5.44769418e-02
   -4.63126504e-01  -4.70162580e-02   2.25602844e-01  -1.32782261e-01
   -1.29284577e-01   1.67836077e-01]
 [  4.84502796e-03   1.28954405e-01  -1.30739623e-01   7.00901690e-02
   -9.90988788e-02   9.10738910e-02   6.76715304e-02   1.29993911e-01
    2.57239140e-01   2.68499659e-02]
 [ -1.60112632e-01  -2.13488549e-01  -9.60664904e-03  -2.20074583e-01
    3.72703746e-01  -1.78366672e-02   1.40505445e-01   1.82483882e-02
   -5.52311514e-02  -1.08760370e-01]
 [ -3.73076362e-01  -3.74326778e-01   1.12052127e-02  -9.71080375e-02
    4.23425547e-01  -1.17147390e-01  -2.36039589e-01   1.59228357e-01
   -1.26105694e-01  -3.98780209e-01]
 [  1.66768688e-01   2.08615592e-01   3.24883124e-02  -5.87686904e-02
    8.42833674e-02   4.56747291e-02  -8.18960138e-02  -7.54024367e-02
    1.76010228e-03  -8.29155492e-02]
 [  6.09191831e-02   3.68147913e-02  -2.34366330e-01   1.19964955e-01
    9.22382577e-02  -5.05255551e-02   1.86003770e-01   9.12713264e-03
   -1.86688236e-02  -1.43959026e-01]
 [  1.73425374e-02   1.65716741e-01   1.58714008e-01  -4.54304616e-02
   -2.10868157e-01  -2.06357391e-02  -2.04362394e-02   7.93017861e-02
   -1.52113098e-01  -4.62332320e-02]
 [  1.08387865e-01   4.42709572e-03   7.15715135e-03  -1.12002430e-01
   -5.66588588e-02   5.10968317e-02  -1.11536067e-01   7.13443058e-02
    2.69016824e-02   1.59111462e-02]
 [ -1.46006804e-01   1.66846790e-01   1.25180095e-01   4.03445043e-02
    1.54219270e-01  -1.55559067e-01  -1.52017325e-01  -1.37624430e-01
    3.70302588e-04   1.39829990e-01]
 [  1.69255733e-01   2.30592729e-01   9.43479668e-02   1.20836060e-01
   -5.24594905e-02  -2.58701404e-01  -8.30640668e-02  -8.69748080e-02
   -1.11837743e-01   1.44856667e-01]
 [  3.33665121e-02  -1.51777992e-01   8.60128031e-02   1.98525962e-01
   -5.04632223e-02  -1.30839831e-02  -9.53882823e-02   4.08215283e-02
    1.25033553e-01  -1.58097207e-01]
 [  2.84662891e-02   2.62087848e-03   1.36519908e-01  -9.68566661e-02
   -5.77998383e-02   1.98770860e-01  -7.86294144e-03   9.68976627e-02
    1.55399440e-01  -3.74798403e-01]
 [  1.23070887e-01  -2.46060985e-01   8.11012320e-02  -3.51709808e-01
    6.28719406e-01  -1.45510663e-01  -1.65006829e-01   2.41836839e-01
    1.67632681e-01  -3.98400928e-01]
 [ -2.78305504e-01  -1.88544276e-01   7.59536023e-02  -7.99304041e-02
    5.27604532e-01  -2.09864270e-01  -2.03156385e-01   1.89825645e-01
    3.67249913e-01  -3.39298043e-01]
 [  1.71171419e-01  -5.77584987e-02  -5.93888554e-02   1.10283681e-01
    3.63933953e-01  -1.83029418e-01  -1.45468620e-01  -5.52241551e-02
    4.33976183e-02  -1.62714957e-01]
 [ -2.92250742e-01  -1.84626632e-01   2.77919054e-01  -1.28669708e-02
   -6.02666686e-02   7.99717010e-02   1.16624048e-01   1.80220645e-01
   -9.90560105e-03  -1.01071009e-01]
 [  1.30583611e-01   1.71506707e-02   2.36442939e-01  -2.16893600e-01
   -4.01760304e-02   9.62382961e-02   1.13028505e-01   1.62620647e-01
    8.73567832e-02  -8.00304128e-02]
 [  1.45049403e-01   9.69415674e-02  -1.04263839e-01  -1.00417409e-01
   -2.22357241e-01   2.04963551e-01   7.42243178e-02  -1.97878625e-01
   -1.13205670e-01   2.33165751e-02]
 [ -1.44121322e-01   1.48839531e-01  -2.18507865e-01  -4.45067719e-02
   -3.98971801e-01   8.30505725e-02   1.90918213e-01   8.59260070e-02
    1.74943436e-02   8.38020044e-02]
 [  3.41421337e-02   8.64483878e-02  -4.26064630e-03   6.41378240e-02
   -9.69692581e-02   1.62017463e-01  -2.91780764e-01  -5.45925066e-02
   -3.77788222e-02  -1.46862024e-01]
 [  2.70504761e-02   1.37868357e-02   1.96796269e-01  -1.43166817e-01
   -1.16382260e-01  -1.91819121e-01   1.40790860e-01  -2.03513039e-01
    1.49581392e-02   1.66915996e-01]
 [  3.34564016e-02   2.47417818e-01   3.86431742e-01   2.10855887e-01
    3.03778400e-02   3.44449440e-02   1.09484222e-01  -8.03369286e-02
    1.45006302e-01  -1.74198444e-02]
 [  1.52110909e-02   1.42768377e-02   4.81834890e-02   6.89095749e-02
   -5.97405401e-02  -1.21659717e-01   8.13094024e-02  -1.42569269e-01
    5.96720474e-02   8.99587954e-02]
 [ -4.08254462e-02   2.17277269e-01   2.68881379e-01  -1.01019800e-01
   -1.14316200e-01  -2.55354362e-02  -1.33950463e-02   8.89640634e-02
   -2.46675880e-01   3.40689765e-02]
 [ -9.29183491e-02  -1.91420750e-03   2.07290836e-01  -3.82348551e-02
   -1.13526352e-01  -1.24233219e-01  -1.65778604e-01  -1.37164935e-01
   -2.16863438e-01   1.56389193e-02]
 [  8.72133802e-02  -2.95593440e-01   9.13318994e-02   6.94480049e-02
    4.69497025e-02   1.44265610e-01   1.74928615e-01   3.49836904e-02
   -1.04529148e-01   1.64684029e-01]]
final_inputs_run [[ 0.62125352]
 [ 0.55675465]
 [ 0.68331809]
 ..., 
 [ 0.52382308]
 [ 0.1478237 ]
 [ 0.11244376]]
final_outputs_run [[ 0.62125352]
 [ 0.55675465]
 [ 0.68331809]
 ..., 
 [ 0.52382308]
 [ 0.1478237 ]
 [ 0.11244376]]
Progress: 2.4% ... Training loss: 0.446 ... Validation loss: 0.737[-0.47164767]
[-0.47828011]
[-0.08631627]
[-0.96401925]
[ 0.4890338]
[-0.23114674]
[ 0.84426711]
[ 1.27696738]
[-0.09472284]
[ 0.33481002]
[ 1.94144483]
[-0.29514421]
[ 0.71473839]
[ 0.97277467]
[ 0.77480743]
[-0.33102867]
[-0.2012566]
[-0.44945987]
[-0.34047732]
[-0.83591498]
[-0.17048994]
[-0.53642346]
[-0.26262043]
[-0.35414625]
[ 1.14751104]
[ 0.77921557]
[-0.05127269]
[ 1.31670424]
[-0.31647061]
[-0.46471662]
[ 0.71530667]
[ 1.10931744]
[ 0.48097458]
[-0.52156909]
[ 0.21702835]
[-0.29097314]
[-0.41217819]
[-0.3468494]
[ 0.19437861]
[ 0.19599341]
[ 0.07585323]
[-1.27456152]
[-0.25568655]
[-0.14985988]
[-0.15500544]
[ 0.11444503]
[-0.06128931]
[ 0.22540981]
[-0.09722275]
[-0.3787535]
[ 0.0701125]
[-0.49865551]
[-0.27606212]
[-0.41649098]
[ 0.67669634]
[ 0.18583303]
[ 1.18340128]
[ 0.14262757]
[ 0.25147498]
[-0.68642016]
[ 0.32358984]
[-0.22220213]
[ 0.03429222]
[ 0.36902512]
[-0.11322037]
[ 0.23614316]
[ 0.14884946]
[-0.05564991]
[-0.75389264]
[ 0.41891702]
[-0.32451952]
[-0.20272757]
[ 0.17333196]
[-0.96778552]
[ 0.42956799]
[-0.45466128]
[-0.58331209]
[ 0.38822188]
[-0.58408925]
[ 0.33508916]
[ 1.59152976]
[-0.2621532]
[ 0.07808983]
[-0.86578709]
[-0.24967599]
[ 0.22474337]
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[ 0.39254277]
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[ 0.3681739]
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[ 1.42835946]
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[ 0.55044939]
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[-0.93127762]
[ 0.82885109]
[ 1.42307983]
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[ 1.19690952]
[ 0.82441279]
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[ 0.02889691]
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[ 0.1209215]
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[ 0.39801175]
[ 0.13370643]
[-0.49415475]
[ 0.08800334]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
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15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
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   -4.93113202e-02  -1.33040617e-02  -9.56914112e-02   4.10704670e-02
    1.25163445e-01  -1.58695565e-01]
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   -5.75679190e-02   1.98720016e-01  -7.93934193e-03   9.69606814e-02
    1.55432945e-01  -3.74890934e-01]
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    6.29635919e-01  -1.45652962e-01  -1.65250531e-01   2.42041206e-01
    1.67735428e-01  -3.98812023e-01]
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    5.28659086e-01  -2.09993050e-01  -2.03399211e-01   1.90035477e-01
    3.67342333e-01  -3.39766964e-01]
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    3.66082380e-01  -1.83351957e-01  -1.45977972e-01  -5.47640904e-02
    4.36170546e-02  -1.63670530e-01]
 [ -2.92492800e-01  -1.84889360e-01   2.78138975e-01  -1.31107654e-02
   -5.93770481e-02   7.98246005e-02   1.16412274e-01   1.80411955e-01
   -9.81783411e-03  -1.01466398e-01]
 [  1.30881967e-01   1.75126863e-02   2.36116239e-01  -2.16576069e-01
   -4.13264751e-02   9.64188144e-02   1.13290281e-01   1.62385680e-01
    8.72426442e-02  -7.95045979e-02]
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   -2.22105111e-01   2.04897087e-01   7.41280661e-02  -1.97797161e-01
   -1.13162814e-01   2.31459671e-02]
 [ -1.44102019e-01   1.48878484e-01  -2.18549557e-01  -4.44756042e-02
   -3.99102693e-01   8.30678417e-02   1.90940354e-01   8.59047530e-02
    1.74870660e-02   8.38516611e-02]
 [  3.41984744e-02   8.64886499e-02  -4.26072481e-03   6.41789390e-02
   -9.72764291e-02   1.62028664e-01  -2.91778692e-01  -5.46031936e-02
   -3.77764942e-02  -1.46826123e-01]
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   -1.14287633e-01  -1.92155496e-01   1.40300615e-01  -2.03077909e-01
    1.51625343e-02   1.66015855e-01]
 [  3.41051139e-02   2.48131704e-01   3.85848858e-01   2.11508374e-01
    2.81193905e-02   3.47908251e-02   1.09979616e-01  -8.08106748e-02
    1.44795477e-01  -1.63519668e-02]
 [  1.59268104e-02   1.50470736e-02   4.75334355e-02   6.95120258e-02
   -6.21500121e-02  -1.21288038e-01   8.18597023e-02  -1.43062823e-01
    5.94349036e-02   9.10441378e-02]
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 [ -9.21947154e-02  -1.05418352e-03   2.06516848e-01  -3.74979331e-02
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   -2.17117989e-01   1.68702047e-02]
 [  8.69846521e-02  -2.95880258e-01   9.16141421e-02   6.91468019e-02
    4.78043866e-02   1.44068860e-01   1.74638071e-01   3.52132352e-02
   -1.04401445e-01   1.64218067e-01]]
final_inputs_run [[ 0.61092285]
 [ 0.54322791]
 [ 0.66940204]
 ..., 
 [ 0.51535459]
 [ 0.1382014 ]
 [ 0.10391164]]
final_outputs_run [[ 0.61092285]
 [ 0.54322791]
 [ 0.66940204]
 ..., 
 [ 0.51535459]
 [ 0.1382014 ]
 [ 0.10391164]]
Progress: 2.4% ... Training loss: 0.445 ... Validation loss: 0.737[-0.66418081]
[-0.44075867]
[ 0.29606087]
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[ 0.26379365]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
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29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
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15407         0         1             0    ...          0      0      0   
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15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
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15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
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8              1  
9              1  
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...          ...  
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15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.71935159e-01  -2.15955194e-01   1.43101915e-01  -1.73495764e-01
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 [ -6.61880870e-02  -5.32507254e-02   2.77680684e-03   1.59695250e-01
   -3.71322966e-02  -2.84606860e-01  -2.55479261e-04  -3.80095676e-02
    1.19618824e-01   9.05239610e-02]
 [  2.62473656e-01   1.34665155e-01   5.14657435e-02   1.28367132e-01
   -2.45690586e-01  -5.25101861e-02   4.03457382e-02   9.74712997e-02
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   -6.37728826e-02   5.16699974e-02]
 [ -1.01870807e-01  -1.00531200e-01  -3.85097659e-02  -7.93385982e-02
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   -1.84356331e-01   1.56341657e-01]
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 [ -9.60699557e-02   1.45136986e-01  -4.33169099e-02   1.93842039e-02
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    4.77566726e-02   1.27322817e-01]
 [  9.26153605e-02   1.48718611e-01  -2.16602965e-02  -1.92653469e-03
    3.63563401e-02  -3.63164793e-02  -2.48000333e-01   2.46817345e-01
   -1.42428539e-01  -1.81181097e-02]
 [ -3.52688123e-02   2.90749315e-01  -1.10206645e-01   3.30609030e-02
    7.63983281e-02  -5.32543390e-02  -8.61161937e-02  -2.60063196e-01
   -7.99638067e-02  -1.33186913e-01]
 [ -5.45310340e-02   1.58622184e-01  -1.07357129e-01  -2.82483497e-01
   -2.26228387e-01  -3.03041857e-01   5.17256866e-02  -9.04191212e-02
   -8.87922390e-02  -1.49277964e-01]
 [  5.08635162e-02  -4.35766624e-03  -4.11652529e-02  -1.20731165e-01
   -4.19063609e-02  -4.40319132e-02   4.16009671e-02   6.01461552e-02
    5.54408991e-03   6.50869666e-02]
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   -2.54639460e-01   9.68970579e-02   6.47505490e-02   1.98650250e-01
    1.29812751e-01   1.71153576e-02]
 [ -6.35520000e-02   2.23977914e-01   1.69640749e-01   6.11849745e-02
   -1.58572788e-01   8.25681270e-02   1.60895721e-01  -1.86509091e-01
    1.77589797e-01   4.83820108e-02]
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   -3.77948380e-02   1.56273834e-01  -4.14107668e-02  -2.74165991e-02
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    2.12723529e-01   1.82415549e-01]
 [  9.96107418e-02   1.82484727e-01   3.92925295e-02  -6.47593984e-02
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   -8.32089724e-02   1.42674403e-01]
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   -3.17888577e-01   9.00532225e-03   3.12792644e-02   6.18228073e-02
   -1.12429440e-01   3.06107117e-01]
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   -3.56334215e-01  -8.53230471e-03  -9.65183412e-03   1.08911413e-01
    9.08550407e-02   3.96549345e-01]
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   -4.38222042e-01  -7.43054754e-02  -8.85447621e-02  -8.52338183e-03
    9.66307898e-02  -1.18703444e-01]
 [  1.60765165e-01   2.66566348e-02  -1.47748205e-01  -2.92706694e-02
   -3.49591930e-01  -3.05770968e-02   1.41279116e-01  -6.10645356e-02
   -2.01707304e-01   2.00192891e-01]
 [  1.82369712e-01  -1.02672226e-01  -8.81088421e-02  -5.34709636e-02
   -4.66957666e-01  -4.64417293e-02   2.26454140e-01  -1.33565682e-01
   -1.29646036e-01   1.69558800e-01]
 [  5.30215971e-03   1.29428374e-01  -1.31133840e-01   7.05080540e-02
   -1.00773944e-01   9.13162142e-02   6.80223126e-02   1.29692519e-01
    2.57093584e-01   2.75573566e-02]
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   -5.51386503e-02  -1.09230675e-01]
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    4.25703703e-01  -1.17511137e-01  -2.36562958e-01   1.59679237e-01
   -1.25883783e-01  -3.99745829e-01]
 [  1.66520625e-01   2.08390758e-01   3.27349998e-02  -5.90206862e-02
    8.51067839e-02   4.55370046e-02  -8.20909131e-02  -7.52207208e-02
    1.84301693e-03  -8.33203562e-02]
 [  6.13672511e-02   3.73176298e-02  -2.34821198e-01   1.20412833e-01
    9.06427447e-02  -5.02815554e-02   1.86368978e-01   8.79603765e-03
   -1.88243988e-02  -1.43263575e-01]
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   -2.09976043e-01  -2.08208256e-02  -2.06594896e-02   7.95173068e-02
   -1.52010766e-01  -4.66996535e-02]
 [  1.07830758e-01   3.88511704e-03   7.69066159e-03  -1.12487291e-01
   -5.46684243e-02   5.07593220e-02  -1.12019660e-01   7.17282949e-02
    2.71029968e-02   1.50193212e-02]
 [ -1.45540121e-01   1.67442821e-01   1.24738642e-01   4.08315321e-02
    1.52489921e-01  -1.55277332e-01  -1.51599627e-01  -1.38008720e-01
    1.94742716e-04   1.40661252e-01]
 [  1.69602127e-01   2.31008556e-01   9.40845791e-02   1.21179383e-01
   -5.37604391e-02  -2.58536771e-01  -8.27631377e-02  -8.72378963e-02
   -1.11960998e-01   1.45457013e-01]
 [  3.24549397e-02  -1.52732310e-01   8.69855313e-02   1.97570984e-01
   -4.72068646e-02  -1.36420080e-02  -9.62265092e-02   4.15360386e-02
    1.25382567e-01  -1.59572208e-01]
 [  2.83160989e-02   2.45170362e-03   1.36663288e-01  -9.70210146e-02
   -5.73948428e-02   1.98673517e-01  -7.99500436e-03   9.70051418e-02
    1.55452989e-01  -3.74987949e-01]
 [  1.21046905e-01  -2.48132746e-01   8.30418354e-02  -3.53499105e-01
    6.34335089e-01  -1.46543121e-01  -1.66613514e-01   2.43222334e-01
    1.68286794e-01  -4.01406898e-01]
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    5.29640222e-01  -2.10169749e-01  -2.03682968e-01   1.90284722e-01
    3.67449576e-01  -3.40289410e-01]
 [  1.69951390e-01  -5.91026422e-02  -5.82316428e-02   1.09128366e-01
    3.68041118e-01  -1.83658523e-01  -1.46446469e-01  -5.43409234e-02
    4.38093657e-02  -1.64607997e-01]
 [ -2.92343657e-01  -1.84708725e-01   2.77981265e-01  -1.29548176e-02
   -5.99689518e-02   7.99111192e-02   1.16546034e-01   1.80291234e-01
   -9.87629096e-03  -1.01199647e-01]
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   -4.14555127e-02   9.64421987e-02   1.13326146e-01   1.62361342e-01
    8.72272416e-02  -7.94420225e-02]
 [  1.44990983e-01   9.68790104e-02  -1.04175884e-01  -1.00507367e-01
   -2.22226937e-01   2.04913326e-01   7.41538588e-02  -1.97820897e-01
   -1.13174512e-01   2.32021213e-02]
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   -3.99946361e-01   8.32013984e-02   1.91127658e-01   8.57384535e-02
    1.74098563e-02   8.42144818e-02]
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   -9.69502722e-02   1.61969722e-01  -2.91854897e-01  -5.45608619e-02
   -3.77523568e-02  -1.46988127e-01]
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   -1.13844505e-01  -1.92270382e-01   1.40143527e-01  -2.02926873e-01
    1.52328650e-02   1.65687586e-01]
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    2.70063737e-02   3.48981097e-02   1.10103453e-01  -8.09609075e-02
    1.44725859e-01  -1.60211848e-02]
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   -6.10094309e-02  -1.21516288e-01   8.14987470e-02  -1.42744147e-01
    5.95708614e-02   9.03071448e-02]
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   -1.14564030e-01  -2.55140051e-02  -1.33486432e-02   8.89176312e-02
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 [ -9.14508010e-02  -2.50168018e-04   2.05790194e-01  -3.67557518e-02
   -1.18818699e-01  -1.23432204e-01  -1.64594072e-01  -1.38225670e-01
   -2.17358929e-01   1.80436186e-02]
 [  8.62626655e-02  -2.96600901e-01   9.23985143e-02   6.84419279e-02
    4.99742183e-02   1.43619848e-01   1.73923220e-01   3.57739859e-02
   -1.04109509e-01   1.63066202e-01]]
final_inputs_run [[-1.3651782 ]
 [-1.39149172]
 [-1.44686265]
 ..., 
 [-0.25511973]
 [-0.03580064]
 [ 0.27471467]]
final_outputs_run [[-1.3651782 ]
 [-1.39149172]
 [-1.44686265]
 ..., 
 [-0.25511973]
 [-0.03580064]
 [ 0.27471467]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
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final_inputs_run [[ 0.60918016]
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 ..., 
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final_outputs_run [[ 0.60918016]
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 ..., 
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Progress: 2.4% ... Training loss: 0.444 ... Validation loss: 0.734[ 0.59546009]
[-0.1419102]
[-0.34147339]
[ 0.14084632]
[-0.62816148]
[-0.08374947]
[ 0.63088267]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
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8             0         0             1    ...          0      0      0   
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10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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14            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
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24            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
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15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
0              1  
1              1  
2              1  
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4              1  
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[15435 rows x 56 columns]
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 [ -1.63023983e-02  -3.41471360e-02  -4.11825048e-03  -1.50890644e-01
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    1.16053203e-01   6.51063906e-02]
 [  1.64129222e-01   5.46787904e-02  -2.39515451e-01  -1.73456991e-01
   -3.83036940e-01   1.81665937e-01   1.93850428e-01  -6.81963996e-02
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   -3.21629087e-01   9.58385772e-03   3.20945425e-02   6.10779508e-02
   -1.12779325e-01   3.07768817e-01]
 [  2.31610570e-01   2.46008061e-01  -1.25525529e-01   2.88452794e-01
   -3.58223041e-01  -8.24284527e-03  -9.22980780e-03   1.08532127e-01
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   -4.66828642e-01  -4.64701310e-02   2.26414272e-01  -1.33533253e-01
   -1.29628724e-01   1.69489283e-01]
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    4.29201104e-01  -1.18038342e-01  -2.37339036e-01   1.60371069e-01
   -1.25561381e-01  -4.01293293e-01]
 [  1.66272041e-01   2.08145559e-01   3.29744273e-02  -5.92582967e-02
    8.59810413e-02   4.54117510e-02  -8.22651136e-02  -7.50514270e-02
    1.92582548e-03  -8.37190102e-02]
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   -2.09034180e-01  -2.09708305e-02  -2.08866531e-02   7.97188058e-02
   -1.51915415e-01  -4.71021855e-02]
 [  1.07118448e-01   3.14311961e-03   8.40055418e-03  -1.13144605e-01
   -5.19255501e-02   5.03376324e-02  -1.12647172e-01   7.22888537e-02
    2.73754337e-02   1.38629146e-02]
 [ -1.45604630e-01   1.67467637e-01   1.24789586e-01   4.08570351e-02
    1.52201646e-01  -1.55267049e-01  -1.51577657e-01  -1.38021163e-01
    1.87964652e-04   1.40762202e-01]
 [  1.69630659e-01   2.31054584e-01   9.40495543e-02   1.21215120e-01
   -5.39199958e-02  -2.58514764e-01  -8.27337983e-02  -8.72631388e-02
   -1.11973873e-01   1.45519422e-01]
 [  3.26516638e-02  -1.52518243e-01   8.67783861e-02   1.97774437e-01
   -4.79300492e-02  -1.35363334e-02  -9.60592041e-02   4.13878971e-02
    1.25313533e-01  -1.59248173e-01]
 [  2.83807738e-02   2.54204237e-03   1.36620280e-01  -9.69469702e-02
   -5.76528971e-02   1.98720003e-01  -7.93564375e-03   9.69446906e-02
    1.55425750e-01  -3.74889140e-01]
 [  1.20526725e-01  -2.48769391e-01   8.35644796e-02  -3.53989689e-01
    6.36019704e-01  -1.46830089e-01  -1.67091957e-01   2.43653663e-01
    1.68488729e-01  -4.02220107e-01]
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    5.29927997e-01  -2.10217265e-01  -2.03800228e-01   1.90375965e-01
    3.67498511e-01  -3.40415938e-01]
 [  1.69709481e-01  -5.94065316e-02  -5.79629345e-02   1.08891333e-01
    3.68811653e-01  -1.83780139e-01  -1.46664427e-01  -5.41380114e-02
    4.39016323e-02  -1.65017772e-01]
 [ -2.92281624e-01  -1.84692009e-01   2.77924274e-01  -1.29338655e-02
   -6.00910133e-02   7.99235987e-02   1.16570592e-01   1.80257346e-01
   -9.88943239e-03  -1.01140393e-01]
 [  1.31063021e-01   1.77050901e-02   2.35987008e-01  -2.16430494e-01
   -4.19616371e-02   9.65198010e-02   1.13438801e-01   1.62262763e-01
    8.71800895e-02  -7.92269762e-02]
 [  1.44969713e-01   9.68307339e-02  -1.04128281e-01  -1.00562390e-01
   -2.22221455e-01   2.04891180e-01   7.41214454e-02  -1.97794154e-01
   -1.13161743e-01   2.31433315e-02]
 [ -1.43886546e-01   1.49106814e-01  -2.18764480e-01  -4.42644166e-02
   -3.99940062e-01   8.31944061e-02   1.91120607e-01   8.57521356e-02
    1.74157293e-02   8.42043969e-02]
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   -9.92936966e-02   1.62321425e-01  -2.91407552e-01  -5.49851254e-02
   -3.79442458e-02  -1.46012663e-01]
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    1.53629776e-02   1.65091265e-01]
 [  3.43256041e-02   2.48393398e-01   3.85578735e-01   2.11747555e-01
    2.70811303e-02   3.48883331e-02   1.10073721e-01  -8.09577078e-02
    1.44738761e-01  -1.60112441e-02]
 [  1.56084755e-02   1.46722149e-02   4.79498708e-02   6.91569496e-02
   -6.14119337e-02  -1.21464573e-01   8.15701474e-02  -1.42813274e-01
    5.95479425e-02   9.04809658e-02]
 [ -4.05924361e-02   2.17652069e-01   2.68727618e-01  -1.00836274e-01
   -1.15286297e-01  -2.54064075e-02  -1.31578447e-02   8.87613200e-02
   -2.46770736e-01   3.45535716e-02]
 [ -9.16847211e-02  -6.48275494e-04   2.06172567e-01  -3.71105916e-02
   -1.17799239e-01  -1.23647158e-01  -1.64983823e-01  -1.37887724e-01
   -2.17189881e-01   1.74721988e-02]
 [  8.71172893e-02  -2.95784024e-01   9.16482168e-02   6.92002644e-02
    4.70656024e-02   1.44085098e-01   1.74551436e-01   3.52117095e-02
   -1.04381177e-01   1.64350673e-01]]
final_inputs_run [[-1.39722835]
 [-1.42585359]
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 ..., 
 [-0.27050711]
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 [ 0.25601961]]
final_outputs_run [[-1.39722835]
 [-1.42585359]
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 ..., 
 [-0.27050711]
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 [ 0.25601961]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
15442          0  
15443          0  
15444          0  
15445          0  
15446          0  
15447          0  
15448          0  
15449          0  
15450          0  
15451          0  
15452          0  
15453          0  
15454          0  
15455          0  
15456          0  
15457          0  
15458          0  
15459          0  
15460          0  
15461          0  
15462          0  
15463          0  
15464          0  
...          ...  
16845          0  
16846          0  
16847          0  
16848          0  
16849          0  
16850          0  
16851          0  
16852          0  
16853          0  
16854          0  
16855          0  
16856          0  
16857          0  
16858          0  
16859          0  
16860          0  
16861          0  
16862          0  
16863          0  
16864          0  
16865          0  
16866          0  
16867          0  
16868          0  
16869          0  
16870          0  
16871          0  
16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
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final_outputs_run [[ 0.59530914]
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Progress: 2.4% ... Training loss: 0.445 ... Validation loss: 0.737[ 0.02805002]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
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final_inputs_run [[-1.38470106]
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 ..., 
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final_outputs_run [[-1.38470106]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
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15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
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15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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[1440 rows x 56 columns]
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   -8.30407088e-02   1.41924899e-01]
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   -3.84873471e-01   1.81960868e-01   1.94250194e-01  -6.85605320e-02
    2.27020801e-01   1.60457918e-01]
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   -3.23153904e-01   9.81893356e-03   3.24380349e-02   6.07701905e-02
   -1.12921810e-01   3.08444714e-01]
 [  2.31733644e-01   2.46141443e-01  -1.25647829e-01   2.88572897e-01
   -3.58644307e-01  -8.18867406e-03  -9.14884077e-03   1.08452831e-01
    9.06409293e-02   3.97585621e-01]
 [ -1.20392230e-01   1.29030647e-01  -2.49682825e-01   1.81819258e-01
   -4.41724773e-01  -7.37636525e-02  -8.77395544e-02  -9.23619191e-03
    9.62950606e-02  -1.17213512e-01]
 [  1.61868892e-01   2.78698193e-02  -1.48823764e-01  -2.82060240e-02
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   -2.02072859e-01   2.01890972e-01]
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   -4.68176173e-01  -4.62752304e-02   2.26703268e-01  -1.33792689e-01
   -1.29749031e-01   1.70098316e-01]
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   -1.25235956e-01  -4.02788332e-01]
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    2.11753463e-03  -8.46110342e-02]
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   -1.89222550e-02  -1.42826386e-01]
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   -2.07995423e-01  -2.11382528e-02  -2.11133983e-02   7.99207182e-02
   -1.51824644e-01  -4.75652404e-02]
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   -5.21129447e-02   5.03661183e-02  -1.12604992e-01   7.22530385e-02
    2.73580986e-02   1.39461909e-02]
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    1.51304512e-01  -1.55118018e-01  -1.51339114e-01  -1.38234279e-01
    8.85246938e-05   1.41219553e-01]
 [  1.69574577e-01   2.30991403e-01   9.41015618e-02   1.21160036e-01
   -5.37527888e-02  -2.58546499e-01  -8.27804913e-02  -8.72220906e-02
   -1.11954599e-01   1.45428387e-01]
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   -4.83353473e-02  -1.34783199e-02  -9.59682052e-02   4.13081184e-02
    1.25277328e-01  -1.59076462e-01]
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   -5.66656231e-02   1.98564843e-01  -8.15069771e-03   9.71417565e-02
    1.55514565e-01  -3.75283715e-01]
 [  1.19260636e-01  -2.50115851e-01   8.47573779e-02  -3.55045978e-01
    6.39881660e-01  -1.47528334e-01  -1.68165676e-01   2.44557091e-01
    1.68916498e-01  -4.04182495e-01]
 [ -2.79140104e-01  -1.89664331e-01   7.70253299e-02  -8.09597145e-02
    5.31053313e-01  -2.10385852e-01  -2.04084608e-01   1.90616954e-01
    3.67608487e-01  -3.40956130e-01]
 [  1.69560113e-01  -5.95591873e-02  -5.78131565e-02   1.08750904e-01
    3.69335018e-01  -1.83846390e-01  -1.46772819e-01  -5.40403387e-02
    4.39492605e-02  -1.65239986e-01]
 [ -2.92404121e-01  -1.84853047e-01   2.78091778e-01  -1.31028087e-02
   -5.95587013e-02   7.98452828e-02   1.16439603e-01   1.80372510e-01
   -9.83359408e-03  -1.01400731e-01]
 [  1.31270638e-01   1.79395260e-02   2.35781293e-01  -2.16235839e-01
   -4.26505731e-02   9.66416451e-02   1.13606040e-01   1.62113977e-01
    8.71115463e-02  -7.88899770e-02]
 [  1.45061491e-01   9.69273170e-02  -1.04223891e-01  -1.00470276e-01
   -2.22569763e-01   2.04947147e-01   7.41982090e-02  -1.97859576e-01
   -1.13194132e-01   2.32946126e-02]
 [ -1.43715449e-01   1.49302658e-01  -2.18938997e-01  -4.40907903e-02
   -4.00609770e-01   8.32935822e-02   1.91263848e-01   8.56236875e-02
    1.73557955e-02   8.44911483e-02]
 [  3.57412912e-02   8.81000729e-02  -5.70908707e-03   6.56212466e-02
   -1.02696054e-01   1.62838919e-01  -2.90656983e-01  -5.56521006e-02
   -3.82497971e-02  -1.44558661e-01]
 [  2.54623781e-02   1.22840058e-02   1.98232464e-01  -1.44330147e-01
   -1.12032137e-01  -1.92603959e-01   1.39572198e-01  -2.02445518e-01
    1.54652342e-02   1.64732818e-01]
 [  3.40734325e-02   2.48110101e-01   3.85900140e-01   2.11472857e-01
    2.80587261e-02   3.47192568e-02   1.09848482e-01  -8.07668000e-02
    1.44821976e-01  -1.63881035e-02]
 [  1.49767858e-02   1.39430349e-02   4.86371298e-02   6.84913322e-02
   -5.91119021e-02  -1.21774749e-01   8.10262660e-02  -1.42342473e-01
    5.97711607e-02   8.94788427e-02]
 [ -4.02718601e-02   2.18070146e-01   2.68412772e-01  -1.00498989e-01
   -1.16676248e-01  -2.52155783e-02  -1.28380777e-02   8.84976470e-02
   -2.46899368e-01   3.50416006e-02]
 [ -9.20478192e-02  -1.05136489e-03   2.06544023e-01  -3.75074667e-02
   -1.16564192e-01  -1.23843713e-01  -1.65298884e-01  -1.37613978e-01
   -2.17065112e-01   1.68916826e-02]
 [  8.71658935e-02  -2.95736061e-01   9.16005601e-02   6.92390546e-02
    4.69701868e-02   1.44101406e-01   1.74559048e-01   3.51879318e-02
   -1.04397407e-01   1.64450308e-01]]
final_inputs_run [[ 0.60807016]
 [ 0.53435386]
 [ 0.65670592]
 ..., 
 [ 0.50944061]
 [ 0.12763652]
 [ 0.09289646]]
final_outputs_run [[ 0.60807016]
 [ 0.53435386]
 [ 0.65670592]
 ..., 
 [ 0.50944061]
 [ 0.12763652]
 [ 0.09289646]]
Progress: 2.4% ... Training loss: 0.443 ... Validation loss: 0.735[ 0.17017575]
[-0.36003052]
[ 0.95795398]
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[ 0.08846795]
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[ 2.77170374]
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[ 2.17035764]
[ 1.00442704]
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[ 0.37190628]
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[ 0.3894837]
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[ 0.17225061]
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[ 0.52773167]
[ 1.3858486]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
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15417         0         1             0    ...          0      0      0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
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15439   1        0  0.223378 -0.348463   0.276298         0         0   
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    8.94603924e-02  -5.01022448e-02   1.86639657e-01   8.55910486e-03
   -1.89337091e-02  -1.42759997e-01]
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   -1.51965783e-01  -4.69020465e-02]
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   -5.14948874e-02   5.02632445e-02  -1.12746102e-01   7.23642200e-02
    2.74168837e-02   1.37287489e-02]
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    1.53690485e-01  -1.55503579e-01  -1.51854942e-01  -1.37743249e-01
    3.18842431e-04   1.40136490e-01]
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   -1.12010723e-01   1.45655072e-01]
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   -4.82908533e-02  -1.34807775e-02  -9.59730937e-02   4.13120673e-02
    1.25279897e-01  -1.59085199e-01]
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   -5.61938144e-02   1.98492366e-01  -8.28050498e-03   9.72489837e-02
    1.55569131e-01  -3.75481643e-01]
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    6.46320321e-01  -1.48838968e-01  -1.70234224e-01   2.46315521e-01
    1.69780227e-01  -4.07671203e-01]
 [ -2.80368365e-01  -1.91211882e-01   7.84324596e-02  -8.21986624e-02
    5.34990380e-01  -2.11139613e-01  -2.05323678e-01   1.91644405e-01
    3.68100005e-01  -3.43103364e-01]
 [  1.69625925e-01  -5.94745060e-02  -5.78654722e-02   1.08814221e-01
    3.69097317e-01  -1.83809427e-01  -1.46728504e-01  -5.40851613e-02
    4.39291236e-02  -1.65156203e-01]
 [ -2.92399798e-01  -1.84879232e-01   2.78153713e-01  -1.31486694e-02
   -5.94220098e-02   7.98345409e-02   1.16423159e-01   1.80397654e-01
   -9.82251513e-03  -1.01457803e-01]
 [  1.31398106e-01   1.80735308e-02   2.35669750e-01  -2.16134346e-01
   -4.30699554e-02   9.67075606e-02   1.13702916e-01   1.62025935e-01
    8.70698503e-02  -7.87081505e-02]
 [  1.45051662e-01   9.69370555e-02  -1.04217519e-01  -1.00474491e-01
   -2.22573213e-01   2.04946213e-01   7.41948646e-02  -1.97855061e-01
   -1.13191915e-01   2.32917862e-02]
 [ -1.43360892e-01   1.49683299e-01  -2.19240074e-01  -4.38037622e-02
   -4.01863388e-01   8.34952271e-02   1.91544168e-01   8.53819071e-02
    1.72379516e-02   8.50452554e-02]
 [  3.61809710e-02   8.85620371e-02  -6.09373808e-03   6.60239497e-02
   -1.03922093e-01   1.63043823e-01  -2.90369915e-01  -5.59154711e-02
   -3.83654034e-02  -1.43929404e-01]
 [  2.39521076e-02   1.06167957e-02   1.99796623e-01  -1.45670742e-01
   -1.07884926e-01  -1.93364271e-01   1.38276200e-01  -2.01322681e-01
    1.60044298e-02   1.62406225e-01]
 [  3.43582979e-02   2.48479552e-01   3.85713214e-01   2.11851038e-01
    2.61504084e-02   3.48353097e-02   1.10012981e-01  -8.09718188e-02
    1.44758450e-01  -1.57790860e-02]
 [  1.47173464e-02   1.36318945e-02   4.89288855e-02   6.82859926e-02
   -5.82895661e-02  -1.21910577e-01   8.07704152e-02  -1.42121499e-01
    5.98752965e-02   8.91314228e-02]
 [ -3.97794148e-02   2.18352564e-01   2.68164302e-01  -1.00248803e-01
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   -2.46990026e-01   3.54796864e-02]
 [ -9.18855083e-02  -9.18682078e-04   2.06509602e-01  -3.74325001e-02
   -1.16934034e-01  -1.23770701e-01  -1.65223311e-01  -1.37675855e-01
   -2.17093696e-01   1.71125601e-02]
 [  8.70892490e-02  -2.95799319e-01   9.17133430e-02   6.90914660e-02
    4.72331113e-02   1.44025289e-01   1.74438362e-01   3.52882278e-02
   -1.04352361e-01   1.64227778e-01]]
final_inputs_run [[ 0.63468391]
 [ 0.56369583]
 [ 0.68668103]
 ..., 
 [ 0.53975856]
 [ 0.15579811]
 [ 0.12118856]]
final_outputs_run [[ 0.63468391]
 [ 0.56369583]
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 ..., 
 [ 0.53975856]
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 [ 0.12118856]]
Progress: 2.4% ... Training loss: 0.441 ... Validation loss: 0.727[-0.44533127]
[ 0.36176608]
[-1.13135943]
[ 0.02824967]
[ 0.76530019]
[ 0.46444686]
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[ 0.50212794]
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[ 0.00269808]
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[ 0.30420306]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
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21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
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26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
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15408          0          0          1          0          0          0   
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15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
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15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
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15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
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...          ...  
15405          0  
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15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.73314684e-01  -2.17775916e-01   1.45121582e-01  -1.74777628e-01
    4.03259454e-01  -1.24721083e-01  -1.75478137e-01   5.35196380e-02
    2.94375125e-03  -3.64637829e-01]
 [ -1.09971022e-01   8.89226684e-02  -2.02859004e-01   7.43057309e-02
    7.01797410e-02   8.26770523e-02  -2.41946352e-01  -2.60883411e-02
   -1.63269646e-01  -1.01293939e-01]
 [ -3.94781387e-01  -2.13983666e-01   1.20073631e-01  -2.68400335e-01
    4.37212430e-01  -1.99541447e-01  -9.11468016e-02   1.47997700e-01
   -5.22873549e-02  -1.85558783e-01]
 [  9.78588630e-02   2.80986802e-01  -3.30618139e-01   2.80794392e-01
   -1.77361487e-01   5.88213083e-02  -4.89234669e-02  -5.35502106e-02
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 [ -2.06148023e-01   5.22415958e-02   1.09918793e-01  -4.16327542e-02
   -5.43886845e-02  -7.58285768e-03  -6.52880724e-02  -9.84070819e-03
   -1.43714879e-01  -2.15848189e-03]
 [  3.53747543e-01   4.50562328e-04   8.09720683e-02  -1.66085524e-01
   -3.46484144e-01   2.72258689e-01   2.82806278e-02   6.38316239e-02
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 [ -6.71412205e-02  -5.40778616e-02   3.97722870e-03   1.58669349e-01
   -3.45964511e-02  -2.85137994e-01  -1.14469394e-03  -3.73071936e-02
    1.19970259e-01   8.89500439e-02]
 [  2.61585838e-01   1.33727230e-01   5.24598276e-02   1.27879988e-01
   -2.44504147e-01  -5.29607696e-02   3.93587021e-02   9.82883298e-02
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 [ -1.90678760e-01  -2.94965698e-02  -5.60213719e-02  -6.96036528e-02
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   -6.33315588e-02   4.98853855e-02]
 [ -1.01118225e-01  -9.96933485e-02  -3.85864687e-02  -7.85934877e-02
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 [  2.54024436e-01  -2.15499305e-01  -8.67502985e-02   7.77100491e-02
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 [ -9.49102205e-02   1.46281839e-01  -4.42926054e-02   2.03825387e-02
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 [  9.37779577e-02   1.49806415e-01  -2.24821484e-02  -1.12465319e-03
    3.26712220e-02  -3.57363048e-02  -2.47200367e-01   2.46149589e-01
   -1.42776415e-01  -1.64901092e-02]
 [ -3.60778275e-02   2.90109989e-01  -1.09416849e-01   3.23837005e-02
    7.86820626e-02  -5.36757860e-02  -8.66813660e-02  -2.59546806e-01
   -7.97234276e-02  -1.34302073e-01]
 [ -5.36263203e-02   1.59694801e-01  -1.08319694e-01  -2.81531700e-01
   -2.29879957e-01  -3.02502800e-01   5.25121096e-02  -9.11783916e-02
   -8.91504475e-02  -1.47661278e-01]
 [  5.04104296e-02  -4.93769129e-03  -4.05370683e-02  -1.21275755e-01
   -4.01194730e-02  -4.43435155e-02   4.11090892e-02   6.05931243e-02
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 [ -1.66197701e-01   5.96609665e-03   2.08874146e-03   1.14491331e-01
   -2.52554018e-01   9.65435080e-02   6.40972331e-02   1.99162201e-01
    1.30079004e-01   1.60916107e-02]
 [ -6.28998380e-02   2.24609775e-01   1.69066189e-01   6.18060944e-02
   -1.61006218e-01   8.28945306e-02   1.61318790e-01  -1.86912072e-01
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    2.12984482e-01   1.81152135e-01]
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   -1.13232774e-01   3.10019160e-01]
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   -3.60525966e-01  -7.88701333e-03  -8.72791765e-03   1.08074006e-01
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   -4.45844618e-01  -7.30772734e-02  -8.67814987e-02  -1.00999286e-02
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 [  1.62501137e-01   2.85672968e-02  -1.49445247e-01  -2.75885549e-02
   -3.55677131e-01  -2.96152255e-02   1.42654596e-01  -6.23077270e-02
   -2.02290560e-01   2.02885796e-01]
 [  1.83592224e-01  -1.01399883e-01  -8.92609359e-02  -5.23254498e-02
   -4.71234063e-01  -4.58083915e-02   2.27372918e-01  -1.34410838e-01
   -1.30039279e-01   1.71441451e-01]
 [  6.39333672e-03   1.30624281e-01  -1.32190974e-01   7.15366358e-02
   -1.04546541e-01   9.19101557e-02   6.88676827e-02   1.28940822e-01
    2.56744379e-01   2.92194205e-02]
 [ -1.60597954e-01  -2.14045611e-01  -9.10778992e-03  -2.20557083e-01
    3.74196630e-01  -1.81050311e-02   1.40122686e-01   1.86060672e-02
   -5.50552358e-02  -1.09612513e-01]
 [ -3.76240469e-01  -3.78087122e-01   1.45547049e-02  -1.00338807e-01
    4.35038331e-01  -1.18961953e-01  -2.38703159e-01   1.61636562e-01
   -1.24973471e-01  -4.03973036e-01]
 [  1.65288889e-01   2.07152263e-01   3.39296608e-02  -6.02042089e-02
    8.95428466e-02   4.48580711e-02  -8.30678528e-02  -7.43424478e-02
    2.25686271e-03  -8.52407582e-02]
 [  6.19692266e-02   3.79860780e-02  -2.35376572e-01   1.21002089e-01
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   -1.90055652e-02  -1.42408172e-01]
 [  1.69019473e-02   1.65289222e-01   1.59244283e-01  -4.58923064e-02
   -2.09510757e-01  -2.09253289e-02  -2.07667082e-02   7.96116705e-02
   -1.51962668e-01  -4.68696679e-02]
 [  1.06662452e-01   2.68962210e-03   8.85111583e-03  -1.13561322e-01
   -5.03262166e-02   5.00674825e-02  -1.13012728e-01   7.26070684e-02
    2.75332016e-02   1.32317086e-02]
 [ -1.46127518e-01   1.66973988e-01   1.25294348e-01   4.03465325e-02
    1.54052283e-01  -1.55558374e-01  -1.51928337e-01  -1.37676508e-01
    3.50906277e-04   1.40001168e-01]
 [  1.69005794e-01   2.30388492e-01   9.47329387e-02   1.20582940e-01
   -5.19887935e-02  -2.58852678e-01  -8.32165873e-02  -8.68251467e-02
   -1.11771751e-01   1.44543099e-01]
 [  3.28139346e-02  -1.52145470e-01   8.65002008e-02   1.98041976e-01
   -4.91960588e-02  -1.33972372e-02  -9.57418490e-02   4.10970203e-02
    1.25175165e-01  -1.58753778e-01]
 [  2.77235025e-02   1.82129856e-03   1.37313681e-01  -9.75979339e-02
   -5.51829495e-02   1.98328952e-01  -8.51053276e-03   9.74547146e-02
    1.55669746e-01  -3.75924926e-01]
 [  1.17126698e-01  -2.52468812e-01   8.69200572e-02  -3.56924206e-01
    6.45366880e-01  -1.48693103e-01  -1.70022805e-01   2.46137639e-01
    1.69695213e-01  -4.07280577e-01]
 [ -2.80522860e-01  -1.91343259e-01   7.85761291e-02  -8.23317913e-02
    5.35425772e-01  -2.11232803e-01  -2.05464370e-01   1.91758802e-01
    3.68157842e-01  -3.43337830e-01]
 [  1.68688764e-01  -6.04339422e-02  -5.69770003e-02   1.07964544e-01
    3.71923658e-01  -1.84267635e-01  -1.47435852e-01  -5.34361573e-02
    4.42305463e-02  -1.66505892e-01]
 [ -2.92521284e-01  -1.85020701e-01   2.78287299e-01  -1.32804625e-02
   -5.89424359e-02   7.97576197e-02   1.16320449e-01   1.80488435e-01
   -9.77535445e-03  -1.01676760e-01]
 [  1.31225054e-01   1.78885071e-02   2.35910516e-01  -2.16355942e-01
   -4.24929106e-02   9.66274186e-02   1.13579886e-01   1.62153668e-01
    8.71270391e-02  -7.89779265e-02]
 [  1.45117681e-01   9.70094338e-02  -1.04273808e-01  -1.00417727e-01
   -2.22762909e-01   2.04979561e-01   7.42461099e-02  -1.97902682e-01
   -1.13214376e-01   2.33984157e-02]
 [ -1.43442978e-01   1.49566097e-01  -2.19134803e-01  -4.39056882e-02
   -4.01656536e-01   8.34425766e-02   1.91474430e-01   8.54599041e-02
    1.72729642e-02   8.49019324e-02]
 [  3.62845467e-02   8.86992297e-02  -6.20660904e-03   6.61592058e-02
   -1.04296568e-01   1.63100058e-01  -2.90298531e-01  -5.59884576e-02
   -3.83863920e-02  -1.43757392e-01]
 [  2.38028974e-02   1.05651118e-02   1.99903728e-01  -1.45812086e-01
   -1.08389369e-01  -1.93453339e-01   1.38299375e-01  -2.01332634e-01
    1.59999318e-02   1.62311765e-01]
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    2.32672556e-02   3.52792720e-02   1.10616165e-01  -8.15331299e-02
    1.44483804e-01  -1.45546427e-02]
 [  1.39864534e-02   1.27938030e-02   4.96845308e-02   6.75505885e-02
   -5.58205850e-02  -1.22368811e-01   8.01109876e-02  -1.41515008e-01
    6.01616185e-02   8.78997264e-02]
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   -1.17955670e-01  -2.51294742e-02  -1.27493690e-02   8.83830518e-02
   -2.46947465e-01   3.53042349e-02]
 [ -9.24287322e-02  -1.52364331e-03   2.07180119e-01  -3.80422221e-02
   -1.15418357e-01  -1.24046086e-01  -1.65628175e-01  -1.37265408e-01
   -2.16903891e-01   1.63542404e-02]
 [  8.62604055e-02  -2.96708476e-01   9.26225607e-02   6.82421119e-02
    4.99185318e-02   1.43563280e-01   1.73755610e-01   3.59274578e-02
   -1.04046038e-01   1.62884374e-01]]
final_inputs_run [[-1.32258086]
 [-1.35250114]
 [-1.40434244]
 ..., 
 [-0.17543061]
 [ 0.0466708 ]
 [ 0.34771372]]
final_outputs_run [[-1.32258086]
 [-1.35250114]
 [-1.40434244]
 ..., 
 [-0.17543061]
 [ 0.0466708 ]
 [ 0.34771372]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
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    4.99185318e-02   1.43563280e-01   1.73755610e-01   3.59274578e-02
   -1.04046038e-01   1.62884374e-01]]
final_inputs_run [[ 0.67939559]
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 ..., 
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final_outputs_run [[ 0.67939559]
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 ..., 
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Progress: 2.4% ... Training loss: 0.440 ... Validation loss: 0.724[ 1.70243765]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
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3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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    5.78934455e-03   6.41932412e-02]
 [ -1.65262717e-01   6.96853814e-03   1.09011891e-03   1.15385731e-01
   -2.55957579e-01   9.70273305e-02   6.48430987e-02   1.98461053e-01
    1.29741839e-01   1.76898990e-02]
 [ -6.37003112e-02   2.23611829e-01   1.69893989e-01   6.09541542e-02
   -1.57945830e-01   8.24130157e-02   1.60576198e-01  -1.86216595e-01
    1.77757527e-01   4.79842854e-02]
 [  2.07895388e-01  -6.09593905e-02  -2.17592602e-02  -2.08378122e-01
   -3.85469125e-02   1.56334048e-01  -4.14406285e-02  -2.74646054e-02
    1.06964381e-01   8.34632753e-02]
 [  2.04427539e-02   1.35667638e-02  -2.38900144e-01  -2.36275591e-01
    3.32199804e-01  -1.10710559e-01   9.35994983e-02   6.93848033e-02
    9.01701780e-04  -9.35644553e-02]
 [ -1.59020899e-01   9.24313546e-02  -2.22179124e-01   5.82794117e-02
    2.03042651e-01  -6.67404782e-02   5.64142414e-02  -9.30968884e-02
    2.13243845e-01   1.80042126e-01]
 [  9.86972891e-02   1.81583639e-01   4.01613355e-02  -6.56023470e-02
    6.54673721e-02   2.04356589e-01  -6.04105243e-02  -2.12093403e-01
   -8.28975679e-02   1.41304344e-01]
 [ -1.59908470e-02  -3.38132598e-02  -4.44580213e-03  -1.50622399e-01
    2.07433648e-01   2.45590932e-02   2.96729880e-02  -1.27046712e-01
    1.15953359e-01   6.56154873e-02]
 [  1.65524736e-01   5.61232461e-02  -2.40839767e-01  -1.72251945e-01
   -3.87976089e-01   1.82404934e-01   1.94884627e-01  -6.91329415e-02
    2.26752929e-01   1.61775392e-01]
 [  5.04479077e-02  -1.93761762e-03  -2.27660627e-01   2.30544979e-01
   -3.27736104e-01   1.04650767e-02   3.33540735e-02   5.99478137e-02
   -1.13317507e-01   3.10391687e-01]
 [  2.32714263e-01   2.47162784e-01  -1.26569509e-01   2.89472162e-01
   -3.61968823e-01  -7.66308361e-03  -8.39934004e-03   1.07777283e-01
    9.03186085e-02   3.98990554e-01]
 [ -1.18190051e-01   1.31368912e-01  -2.51810557e-01   1.83925228e-01
   -4.48994636e-01  -7.25612343e-02  -8.60579471e-02  -1.07997411e-02
    9.55572737e-02  -1.13854721e-01]
 [  1.63346430e-01   2.94987675e-02  -1.50288209e-01  -2.67675387e-02
   -3.58671596e-01  -2.91716882e-02   1.43312493e-01  -6.29293179e-02
   -2.02591891e-01   2.04192235e-01]
 [  1.84022555e-01  -1.00928388e-01  -8.96904609e-02  -5.19076206e-02
   -4.72843962e-01  -4.55805040e-02   2.27714355e-01  -1.34732530e-01
   -1.30198985e-01   1.72153496e-01]
 [  6.48053869e-03   1.30674750e-01  -1.32229052e-01   7.15828231e-02
   -1.04803323e-01   9.19339722e-02   6.88913096e-02   1.28919450e-01
    2.56730761e-01   2.92933253e-02]
 [ -1.61214214e-01  -2.14690761e-01  -8.51593700e-03  -2.21134933e-01
    3.76321104e-01  -1.84403053e-02   1.39647252e-01   1.90616261e-02
   -5.48382686e-02  -1.10561899e-01]
 [ -3.77819167e-01  -3.80068228e-01   1.63433084e-02  -1.02083583e-01
    4.41137493e-01  -1.19959341e-01  -2.40208999e-01   1.63031105e-01
   -1.24279553e-01  -4.06741404e-01]
 [  1.65053822e-01   2.06919642e-01   3.41606052e-02  -6.04152199e-02
    9.03413077e-02   4.47326651e-02  -8.32473005e-02  -7.41772704e-02
    2.33857152e-03  -8.55885521e-02]
 [  6.21170119e-02   3.81404566e-02  -2.35537514e-01   1.21147037e-01
    8.80441300e-02  -4.99128176e-02   1.86904264e-01   8.30141259e-03
   -1.90534492e-02  -1.42201627e-01]
 [  1.69928851e-02   1.65389131e-01   1.59164121e-01  -4.58112861e-02
   -2.09841661e-01  -2.08785991e-02  -2.06993754e-02   7.95451614e-02
   -1.51994538e-01  -4.67267355e-02]
 [  1.06583886e-01   2.65593302e-03   8.86879168e-03  -1.13577163e-01
   -5.02793883e-02   5.00476174e-02  -1.13003849e-01   7.26139087e-02
    2.75344943e-02   1.32243805e-02]
 [ -1.46027277e-01   1.67071636e-01   1.25205508e-01   4.04318943e-02
    1.53743099e-01  -1.55509832e-01  -1.51855961e-01  -1.37743676e-01
    3.17970788e-04   1.40144898e-01]
 [  1.69240237e-01   2.30645564e-01   9.45173599e-02   1.20804565e-01
   -5.29389572e-02  -2.58721544e-01  -8.30203640e-02  -8.70076791e-02
   -1.11854562e-01   1.44936721e-01]
 [  3.29861487e-02  -1.51919120e-01   8.62847717e-02   1.98261382e-01
   -4.99349135e-02  -1.32861934e-02  -9.55715015e-02   4.09389502e-02
    1.25100340e-01  -1.58405992e-01]
 [  2.71606579e-02   1.22600797e-03   1.37854396e-01  -9.81120132e-02
   -5.31968134e-02   1.98029740e-01  -8.93710485e-03   9.78566542e-02
    1.55855250e-01  -3.76674365e-01]
 [  1.16762789e-01  -2.52852503e-01   8.72120403e-02  -3.57189680e-01
    6.46425578e-01  -1.48883778e-01  -1.70318658e-01   2.46394348e-01
    1.69833265e-01  -4.07776071e-01]
 [ -2.80864658e-01  -1.91788310e-01   7.90096753e-02  -8.27090051e-02
    5.36610283e-01  -2.11461464e-01  -2.05875406e-01   1.92113570e-01
    3.68337284e-01  -3.43947877e-01]
 [  1.68512344e-01  -6.06943393e-02  -5.67837477e-02   1.07725651e-01
    3.72400210e-01  -1.84368817e-01  -1.47625645e-01  -5.32668545e-02
    4.43037188e-02  -1.66831471e-01]
 [ -2.92669464e-01  -1.85204727e-01   2.78451567e-01  -1.34406608e-02
   -5.84701710e-02   7.96638029e-02   1.16193814e-01   1.80609683e-01
   -9.71592409e-03  -1.01927779e-01]
 [  1.31463069e-01   1.81537394e-02   2.35670103e-01  -2.16136311e-01
   -4.33420710e-02   9.67596562e-02   1.13769777e-01   1.61981041e-01
    8.70415138e-02  -7.86062607e-02]
 [  1.45050903e-01   9.69318906e-02  -1.04204920e-01  -1.00486879e-01
   -2.22505351e-01   2.04945314e-01   7.41917909e-02  -1.97852152e-01
   -1.13190581e-01   2.32950361e-02]
 [ -1.43460309e-01   1.49558050e-01  -2.19122237e-01  -4.39337237e-02
   -4.01703686e-01   8.34333788e-02   1.91455523e-01   8.54784052e-02
    1.72822270e-02   8.49053726e-02]
 [  3.65462144e-02   8.90088653e-02  -6.48184877e-03   6.64331853e-02
   -1.05252317e-01   1.63260843e-01  -2.90103539e-01  -5.61908560e-02
   -3.84899137e-02  -1.43274936e-01]
 [  2.31403759e-02   9.86252316e-03   2.00585918e-01  -1.46417275e-01
   -1.06085322e-01  -1.93823406e-01   1.37690552e-01  -2.00764266e-01
    1.62748216e-02   1.61303924e-01]
 [  3.41681092e-02   2.48135706e-01   3.85967343e-01   2.11556214e-01
    2.65971817e-02   3.46620053e-02   1.09702623e-01  -8.06988147e-02
    1.44896239e-01  -1.61904089e-02]
 [  1.40979657e-02   1.29332561e-02   4.95267365e-02   6.77115756e-02
   -5.65003021e-02  -1.22317034e-01   8.02158647e-02  -1.41605572e-01
    6.01195537e-02   8.81867794e-02]
 [ -3.96962084e-02   2.18461260e-01   2.68117034e-01  -1.00181147e-01
   -1.18661524e-01  -2.50502159e-02  -1.26976376e-02   8.82906560e-02
   -2.46969685e-01   3.56071707e-02]
 [ -9.19415611e-02  -1.07367495e-03   2.06766185e-01  -3.76429378e-02
   -1.17042058e-01  -1.23846199e-01  -1.65300891e-01  -1.37556975e-01
   -2.17047150e-01   1.69969272e-02]
 [  8.67410991e-02  -2.96267509e-01   9.22145096e-02   6.86501266e-02
    4.80800575e-02   1.43809046e-01   1.74098863e-01   3.56111529e-02
   -1.04199851e-01   1.63620206e-01]]
final_inputs_run [[-1.31715947]
 [-1.34767714]
 [-1.39952959]
 ..., 
 [-0.16777241]
 [ 0.05676423]
 [ 0.36621125]]
final_outputs_run [[-1.31715947]
 [-1.34767714]
 [-1.39952959]
 ..., 
 [-0.16777241]
 [ 0.05676423]
 [ 0.36621125]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
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Progress: 2.4% ... Training loss: 0.439 ... Validation loss: 0.720[-0.01487555]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
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final_inputs_run [[-1.27481777]
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 ..., 
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final_outputs_run [[-1.27481777]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
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16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
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16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16866          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
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...          ...  
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16874          0  

[1440 rows x 56 columns]
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   -1.83901909e-01   1.54549639e-01]
 [  2.54024436e-01  -2.15499305e-01  -8.67502985e-02   7.77100491e-02
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    2.54196600e-01   2.41098424e-02]
 [ -9.51642902e-02   1.46048436e-01  -4.40106950e-02   2.01185038e-02
    1.27295606e-01  -1.00068058e-01  -3.48031383e-03  -2.46132062e-02
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 [  9.36019500e-02   1.49552515e-01  -2.21413508e-02  -1.37339317e-03
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   -1.42670985e-01  -1.68344152e-02]
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   -7.96246790e-02  -1.34604012e-01]
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   -2.29787943e-01  -3.02471635e-01   5.25004307e-02  -9.11693418e-02
   -8.91400593e-02  -1.47587423e-01]
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   -4.15059613e-02  -4.41630259e-02   4.13192757e-02   6.03411405e-02
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 [ -1.65184346e-01   7.07214523e-03   1.03638466e-03   1.15436496e-01
   -2.56175038e-01   9.70533499e-02   6.48898345e-02   1.98415800e-01
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   -8.29176641e-02   1.41382883e-01]
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    1.16055277e-01   6.51584845e-02]
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   -3.89945859e-01   1.82701121e-01   1.95296398e-01  -6.95265362e-02
    2.26562906e-01   1.62606577e-01]
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   -3.28807667e-01   1.06313355e-02   3.36028822e-02   5.97129177e-02
   -1.13433168e-01   3.10871076e-01]
 [  2.33290518e-01   2.47767522e-01  -1.27092892e-01   2.89986627e-01
   -3.63897821e-01  -7.35228911e-03  -7.95257804e-03   1.07356662e-01
    9.01151994e-02   3.99881878e-01]
 [ -1.18007167e-01   1.31577663e-01  -2.52003941e-01   1.84109405e-01
   -4.49654158e-01  -7.24618878e-02  -8.59128973e-02  -1.09405428e-02
    9.54918487e-02  -1.13556283e-01]
 [  1.63959184e-01   3.01392919e-02  -1.50872199e-01  -2.61919828e-02
   -3.60758441e-01  -2.88477200e-02   1.43779060e-01  -6.33687838e-02
   -2.02797574e-01   2.05118261e-01]
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   -4.74957847e-01  -4.52581943e-02   2.28166597e-01  -1.35158204e-01
   -1.30410632e-01   1.73046397e-01]
 [  6.67818070e-03   1.30890183e-01  -1.32430279e-01   7.17795734e-02
   -1.05569425e-01   9.20459759e-02   6.90490515e-02   1.28779150e-01
    2.56656489e-01   2.96193344e-02]
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    3.76321104e-01  -1.84403053e-02   1.39647252e-01   1.90616261e-02
   -5.48382686e-02  -1.10561899e-01]
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   -1.23682769e-01  -4.09296118e-01]
 [  1.64831305e-01   2.06668764e-01   3.43962841e-02  -6.06256228e-02
    9.11478121e-02   4.46060400e-02  -8.34332023e-02  -7.40041903e-02
    2.42523949e-03  -8.59483639e-02]
 [  6.22047200e-02   3.82432312e-02  -2.35587133e-01   1.21207337e-01
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   -1.90791878e-02  -1.42083660e-01]
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   -2.10348280e-01  -2.07993938e-02  -2.05785750e-02   7.94262760e-02
   -1.52050002e-01  -4.64839735e-02]
 [  1.06225169e-01   2.25432016e-03   9.25337052e-03  -1.13930870e-01
   -4.89081525e-02   4.98302685e-02  -1.13304683e-01   7.28963136e-02
    2.76750947e-02   1.26148775e-02]
 [ -1.46055777e-01   1.67104044e-01   1.25234678e-01   4.04460661e-02
    1.53789602e-01  -1.55515701e-01  -1.51818830e-01  -1.37773261e-01
    3.03321214e-04   1.40217449e-01]
 [  1.69004853e-01   2.30413970e-01   9.47401632e-02   1.20600111e-01
   -5.20803484e-02  -2.58839473e-01  -8.32045683e-02  -8.68452648e-02
   -1.11772454e-01   1.44590331e-01]
 [  3.28930859e-02  -1.52003870e-01   8.63791595e-02   1.98180697e-01
   -4.97130748e-02  -1.33367139e-02  -9.56451028e-02   4.10066584e-02
    1.25134630e-01  -1.58530766e-01]
 [  2.65010609e-02   5.14913054e-04   1.38486024e-01  -9.87109115e-02
   -5.10005103e-02   1.97659660e-01  -9.45887353e-03   9.83517101e-02
    1.56103608e-01  -3.77626288e-01]
 [  1.16538820e-01  -2.53068175e-01   8.74030174e-02  -3.57354650e-01
    6.47124920e-01  -1.49005630e-01  -1.70490026e-01   2.46547509e-01
    1.69915008e-01  -4.08076395e-01]
 [ -2.81263924e-01  -1.92248906e-01   7.94412891e-02  -8.30999730e-02
    5.37962506e-01  -2.11691132e-01  -2.06214274e-01   1.92430128e-01
    3.68495622e-01  -3.44611162e-01]
 [  1.67490524e-01  -6.18068596e-02  -5.57870792e-02   1.06770801e-01
    3.75786666e-01  -1.84909996e-01  -1.48469497e-01  -5.24852725e-02
    4.46888887e-02  -1.68412925e-01]
 [ -2.92729515e-01  -1.85241860e-01   2.78480732e-01  -1.34798321e-02
   -5.82228044e-02   7.96399777e-02   1.16165429e-01   1.80641062e-01
   -9.70235287e-03  -1.02017006e-01]
 [  1.31684600e-01   1.83592739e-02   2.35502490e-01  -2.15970430e-01
   -4.41471856e-02   9.68752455e-02   1.13933486e-01   1.61839670e-01
    8.69639260e-02  -7.82901410e-02]
 [  1.45231882e-01   9.71059350e-02  -1.04358123e-01  -1.00349999e-01
   -2.23208585e-01   2.05036134e-01   7.43177422e-02  -1.97976479e-01
   -1.13251055e-01   2.35422192e-02]
 [ -1.43615918e-01   1.49396240e-01  -2.18976528e-01  -4.40826303e-02
   -4.01215947e-01   8.33484072e-02   1.91341775e-01   8.55954829e-02
    1.73348847e-02   8.46787747e-02]
 [  3.68792529e-02   8.94171137e-02  -6.82496632e-03   6.67776292e-02
   -1.06560668e-01   1.63470342e-01  -2.89810362e-01  -5.64625923e-02
   -3.86275620e-02  -1.42708102e-01]
 [  2.23740190e-02   9.04087259e-03   2.01433866e-01  -1.47173730e-01
   -1.03617818e-01  -1.94234968e-01   1.37067884e-01  -2.00166832e-01
    1.65690644e-02   1.60089627e-01]
 [  3.44123879e-02   2.48416567e-01   3.85694835e-01   2.11823467e-01
    2.56684929e-02   3.47885654e-02   1.09926436e-01  -8.09101288e-02
    1.44789785e-01  -1.56811978e-02]
 [  1.38521749e-02   1.26679741e-02   4.98073213e-02   6.74989951e-02
   -5.58674516e-02  -1.22472456e-01   7.99797295e-02  -1.41413437e-01
    6.02278244e-02   8.77870022e-02]
 [ -4.02083256e-02   2.17882829e-01   2.68671532e-01  -1.00677173e-01
   -1.16951909e-01  -2.53258567e-02  -1.30849851e-02   8.86731172e-02
   -2.46770544e-01   3.48549264e-02]
 [ -9.14907257e-02  -5.43145887e-04   2.06285098e-01  -3.72234534e-02
   -1.18788763e-01  -1.23581431e-01  -1.64943161e-01  -1.37905761e-01
   -2.17210729e-01   1.77730098e-02]
 [  8.57520861e-02  -2.97370874e-01   9.33025507e-02   6.76209433e-02
    5.16937628e-02   1.43222027e-01   1.73283818e-01   3.63742220e-02
   -1.03813571e-01   1.61968246e-01]]
final_inputs_run [[ 0.74214194]
 [ 0.64567148]
 [ 0.75877495]
 ..., 
 [ 0.63146188]
 [ 0.25405029]
 [ 0.22171656]]
final_outputs_run [[ 0.74214194]
 [ 0.64567148]
 [ 0.75877495]
 ..., 
 [ 0.63146188]
 [ 0.25405029]
 [ 0.22171656]]
Progress: 2.5% ... Training loss: 0.442 ... Validation loss: 0.719[-0.18891503]
[-0.81355217]
[-0.86636796]
[-0.61547341]
[-0.93112827]
[ 0.28251165]
[-0.93646241]
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[ 0.85236641]
[ 0.4874338]
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[ 0.98535838]
[ 0.8589603]
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[ 0.58170204]
[ 0.12236328]
[-1.17848735]
[ 0.69654412]
[-0.46047121]
[-0.40231855]
[-0.99357836]
[ 0.4067316]
[-0.2329849]
[-1.11516105]
[ 0.29774853]
[ 0.07341278]
[ 0.00541627]
[-0.96539098]
[-0.30947847]
[-0.23144223]
[-0.33556977]
[ 1.26041172]
[-0.3699342]
[ 0.09263538]
[ 0.38157733]
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[ 0.28914958]
[-0.18269145]
[ 1.6344051]
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[ 0.00793423]
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[ 0.65592719]
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[ 0.55982284]
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[ 0.15350568]
[ 0.22169139]
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[-0.04929836]
[-0.19130632]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
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final_inputs_run [[-1.31232953]
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final_outputs_run [[-1.31232953]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
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15440         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
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16846         0         1             0    ...          0      0      0   
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16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
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16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
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16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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[1440 rows x 56 columns]
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   -3.62190134e-01  -2.86726150e-02   1.44016481e-01  -6.36039380e-02
   -2.02915583e-01   2.05648927e-01]
 [  1.85324523e-01  -9.95153407e-02  -9.09999092e-02  -5.06799425e-02
   -4.77348252e-01  -4.48722666e-02   2.28700640e-01  -1.35701032e-01
   -1.30681121e-01   1.74145358e-01]
 [  6.76023791e-03   1.30971523e-01  -1.32501045e-01   7.18527614e-02
   -1.05878249e-01   9.20874849e-02   6.91062817e-02   1.28731851e-01
    2.56629885e-01   2.97498747e-02]
 [ -1.61790975e-01  -2.15403516e-01  -7.87509639e-03  -2.21765008e-01
    3.78559790e-01  -1.87798772e-02   1.39144536e-01   1.95514602e-02
   -5.45913916e-02  -1.11556337e-01]
 [ -3.79013064e-01  -3.81407728e-01   1.75785019e-02  -1.03258214e-01
    4.45269422e-01  -1.20606628e-01  -2.41124021e-01   1.63916084e-01
   -1.23851656e-01  -4.08617205e-01]
 [  1.64480678e-01   2.06323666e-01   3.47532684e-02  -6.09677050e-02
    9.24178199e-02   4.44172092e-02  -8.36986613e-02  -7.37325073e-02
    2.56219857e-03  -8.64984016e-02]
 [  6.26044371e-02   3.86525968e-02  -2.35989347e-01   1.21556830e-01
    8.63734210e-02  -4.96824893e-02   1.87259534e-01   7.93487085e-03
   -1.92309292e-02  -1.41485882e-01]
 [  1.67141418e-02   1.65019079e-01   1.59547733e-01  -4.61439804e-02
   -2.08595387e-01  -2.10599445e-02  -2.09785302e-02   7.98159773e-02
   -1.51856935e-01  -4.72312329e-02]
 [  1.06096548e-01   2.17251621e-03   9.36231644e-03  -1.14019514e-01
   -4.86127215e-02   4.97809836e-02  -1.13338572e-01   7.29548537e-02
    2.77019845e-02   1.24976328e-02]
 [ -1.46036434e-01   1.67175788e-01   1.25166657e-01   4.05218966e-02
    1.53556824e-01  -1.55489387e-01  -1.51736924e-01  -1.37847291e-01
    2.66712439e-04   1.40362667e-01]
 [  1.68909989e-01   2.30307896e-01   9.49228277e-02   1.20447382e-01
   -5.17822426e-02  -2.58873084e-01  -8.32683358e-02  -8.67776133e-02
   -1.11729609e-01   1.44437787e-01]
 [  3.30626305e-02  -1.51815076e-01   8.61988067e-02   1.98349990e-01
   -5.03250840e-02  -1.32428542e-02  -9.55130452e-02   4.08751643e-02
    1.25071441e-01  -1.58255750e-01]
 [  2.60566745e-02  -1.03362882e-05   1.38972394e-01  -9.91398181e-02
   -4.92343489e-02   1.97376031e-01  -9.85989036e-03   9.87300005e-02
    1.56301330e-01  -3.78280234e-01]
 [  1.16096201e-01  -2.53527915e-01   8.78209560e-02  -3.57727498e-01
    6.48373058e-01  -1.49229878e-01  -1.70836837e-01   2.46863015e-01
    1.70083949e-01  -4.08731078e-01]
 [ -2.81934340e-01  -1.93059195e-01   8.01533716e-02  -8.36887363e-02
    5.40029958e-01  -2.12088593e-01  -2.06837552e-01   1.92945980e-01
    3.68797119e-01  -3.45607700e-01]
 [  1.67156157e-01  -6.21678473e-02  -5.54464633e-02   1.06458889e-01
    3.76723881e-01  -1.85062525e-01  -1.48720243e-01  -5.22399833e-02
    4.48111572e-02  -1.68900051e-01]
 [ -2.92784479e-01  -1.85371515e-01   2.78590204e-01  -1.35969337e-02
   -5.78008628e-02   7.95855162e-02   1.16075797e-01   1.80728071e-01
   -9.65753901e-03  -1.02212933e-01]
 [  1.31790834e-01   1.84780786e-02   2.35387196e-01  -2.15860645e-01
   -4.45485902e-02   9.69357213e-02   1.14019839e-01   1.61754114e-01
    8.69220756e-02  -7.81132232e-02]
 [  1.45240439e-01   9.70831735e-02  -1.04346249e-01  -1.00366520e-01
   -2.23262299e-01   2.05034689e-01   7.43112771e-02  -1.97964448e-01
   -1.13245496e-01   2.35382139e-02]
 [ -1.43307458e-01   1.49771163e-01  -2.19308091e-01  -4.37701120e-02
   -4.02513782e-01   8.35368400e-02   1.91600217e-01   8.53348753e-02
    1.72048556e-02   8.52302364e-02]
 [  3.68495703e-02   8.91975597e-02  -6.68555789e-03   6.65918553e-02
   -1.05918252e-01   1.63361414e-01  -2.89977397e-01  -5.62779708e-02
   -3.85279817e-02  -1.42884849e-01]
 [  2.31136830e-02   9.86232574e-03   2.00649099e-01  -1.46502500e-01
   -1.06323922e-01  -1.93831535e-01   1.37648627e-01  -2.00737783e-01
    1.62871924e-02   1.61266397e-01]
 [  3.50924260e-02   2.49164639e-01   3.84991861e-01   2.12459045e-01
    2.32222191e-02   3.51439479e-02   1.10418422e-01  -8.14119672e-02
    1.44558827e-01  -1.45798055e-02]
 [  1.36880257e-02   1.25514370e-02   4.99128911e-02   6.74268083e-02
   -5.55820104e-02  -1.22536626e-01   7.98919846e-02  -1.41326057e-01
    6.02706771e-02   8.76578269e-02]
 [ -4.07577360e-02   2.17185792e-01   2.69424449e-01  -1.01240390e-01
   -1.15620617e-01  -2.56655789e-02  -1.36668875e-02   8.91235060e-02
   -2.46480389e-01   3.39714055e-02]
 [ -9.07107075e-02   3.03766878e-04   2.05469593e-01  -3.64910262e-02
   -1.21583409e-01  -1.23164232e-01  -1.64315521e-01  -1.38510404e-01
   -2.17508744e-01   1.90339363e-02]
 [  8.57511580e-02  -2.97486631e-01   9.33970003e-02   6.75740291e-02
    5.17159416e-02   1.43222700e-01   1.73257847e-01   3.64181387e-02
   -1.03800851e-01   1.61868295e-01]]
final_inputs_run [[ 0.71589403]
 [ 0.62203313]
 [ 0.73354005]
 ..., 
 [ 0.60809371]
 [ 0.22855955]
 [ 0.20427639]]
final_outputs_run [[ 0.71589403]
 [ 0.62203313]
 [ 0.73354005]
 ..., 
 [ 0.60809371]
 [ 0.22855955]
 [ 0.20427639]]
Progress: 2.5% ... Training loss: 0.438 ... Validation loss: 0.718[ 0.06650297]
[ 0.08341202]
[-0.67260041]
[-0.58313025]
[-0.30559171]
[-0.4239647]
[-0.47102857]
[-0.9744546]
[ 0.08073812]
[-0.47583761]
[ 0.5730876]
[-0.6364195]
[ 0.44087371]
[-0.69957892]
[-0.24057433]
[-0.27303072]
[-0.07233445]
[-0.12335191]
[-0.40940138]
[-0.638563]
[ 0.97706183]
[-0.60974577]
[-0.27863798]
[ 0.08563608]
[-0.28831654]
[-0.10028838]
[-0.37468288]
[ 0.32982198]
[-0.47353989]
[-0.08467682]
[ 1.02942783]
[ 0.22546198]
[ 1.0029555]
[-0.16936155]
[-0.32639086]
[ 0.07085535]
[-0.45970233]
[-0.67710597]
[-0.03894381]
[-0.55608109]
[-0.26713328]
[ 0.01608379]
[-0.94321131]
[ 0.17737276]
[ 0.91781203]
[-0.96183051]
[ 0.28808062]
[-0.32000997]
[-0.06665416]
[ 1.58915207]
[ 0.43892979]
[ 1.01574323]
[ 0.00471004]
[-0.20299512]
[ 0.01111979]
[-0.56857617]
[-0.56267757]
[ 0.2255215]
[ 0.18165751]
[-0.38000072]
[-0.88890441]
[-0.38480359]
[-0.32126905]
[-0.19183674]
[-0.09225844]
[ 0.02114299]
[-0.31463452]
[-0.28079506]
[ 1.20576772]
[-0.84375337]
[-0.88832278]
[-0.84028508]
[ 0.01429102]
[-0.96197603]
[-0.3630826]
[-0.25955692]
[ 0.4962131]
[-0.21168877]
[ 0.1332673]
[-1.03618683]
[ 0.3296915]
[-0.61569826]
[-0.46772348]
[ 0.00255223]
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[-0.40390033]
[-0.21456313]
[-0.00153651]
[ 0.25433044]
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[-0.53339205]
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[-0.64080932]
[-0.45669699]
[ 0.97834168]
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[-0.40743771]
[ 0.43128335]
[ 0.79776527]
[-0.27377138]
[-0.47736544]
[ 0.62717713]
[ 0.1844812]
[-0.1281325]
[ 0.12235429]
[ 1.34016582]
[ 1.60294517]
[-0.93691877]
[-0.95080385]
[ 0.30848023]
[-0.24859407]
[-0.29625782]
[ 0.69404352]
[-0.22881565]
[ 0.13267728]
[-0.38506454]
[ 1.22467791]
[ 0.25589534]
[ 0.63487472]
[-0.10841838]
[-0.48065676]
[ 0.32567759]
[ 0.1495172]
[-1.21419767]
[ 0.61484766]
[ 0.25749441]
[ 0.78166311]
[-0.53525532]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
15426          0          0          1          0          0          0   
15427          0          0          0          1          0          0   
15428          0          0          0          1          0          0   
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15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
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   -2.23786121e-01   2.05112620e-01   7.44219641e-02  -1.98071538e-01
   -1.13296002e-01   2.37542161e-02]
 [ -1.43186134e-01   1.49914259e-01  -2.19455581e-01  -4.36408947e-02
   -4.03018060e-01   8.36094205e-02   1.91711831e-01   8.52372376e-02
    1.71543906e-02   8.54538420e-02]
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   -1.09027057e-01   1.63836622e-01  -2.89297697e-01  -5.69230281e-02
   -3.88363776e-02  -1.41505414e-01]
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    1.64276000e-02   1.60712053e-01]
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    1.89089506e-02   3.57730979e-02   1.11320145e-01  -8.22954947e-02
    1.44141382e-01  -1.26975581e-02]
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    6.03703894e-02   8.72351848e-02]
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    4.98142972e-02   1.43522846e-01   1.73631573e-01   3.60575155e-02
   -1.03971024e-01   1.62663744e-01]]
final_inputs_run [[ 0.66864098]
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 ..., 
 [ 0.55758835]
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final_outputs_run [[ 0.66864098]
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 ..., 
 [ 0.55758835]
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Progress: 2.5% ... Training loss: 0.436 ... Validation loss: 0.721[ 0.63679218]
[-0.13875833]
[  6.86465779e-05]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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6             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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14            0         0             0    ...          0      0      0   
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22            0         0             0    ...          0      1      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15424         0         1             0    ...          1      0      0   
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15426         0         1             0    ...          0      0      1   
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15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.75813766e-01  -2.21184830e-01   1.48121170e-01  -1.77290699e-01
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    2.54196600e-01   2.41098424e-02]
 [ -9.55206445e-02   1.45514330e-01  -4.34890761e-02   1.96099829e-02
    1.28566062e-01  -1.00337963e-01  -3.87884672e-03  -2.42181617e-02
    4.77226236e-02   1.27951702e-01]
 [  9.38812780e-02   1.49887823e-01  -2.24348883e-02  -1.01306843e-03
    3.20121817e-02  -3.57547239e-02  -2.47230963e-01   2.46178460e-01
   -1.42751768e-01  -1.63151720e-02]
 [ -3.61767458e-02   2.90087862e-01  -1.09166002e-01   3.22702173e-02
    7.86520200e-02  -5.37654707e-02  -8.67830352e-02  -2.59486053e-01
   -7.96968840e-02  -1.34134745e-01]
 [ -5.37447401e-02   1.59461486e-01  -1.08186466e-01  -2.81680807e-01
   -2.28809895e-01  -3.02582907e-01   5.22111749e-02  -9.09188427e-02
   -8.90038264e-02  -1.47869804e-01]
 [  5.06166233e-02  -4.79921462e-03  -4.07021652e-02  -1.21142455e-01
   -4.06282828e-02  -4.43126319e-02   4.10897132e-02   6.05335406e-02
    5.75408972e-03   6.45581614e-02]
 [ -1.64193368e-01   8.08805420e-03   1.52825201e-07   1.16378095e-01
   -2.59513502e-01   9.75744373e-02   6.56516813e-02   1.97729337e-01
    1.29404818e-01   1.93901799e-02]
 [ -6.23984083e-02   2.25120508e-01   1.68529218e-01   6.22946989e-02
   -1.63149373e-01   8.31487759e-02   1.61592629e-01  -1.87228491e-01
    1.77301177e-01   5.02823416e-02]
 [  2.06623202e-01  -6.23591507e-02  -2.04793311e-02  -2.09494643e-01
   -3.46457616e-02   1.55568604e-01  -4.26296262e-02  -2.65138124e-02
    1.07487358e-01   8.15484167e-02]
 [  2.11800890e-02   1.41349955e-02  -2.39380743e-01  -2.35605682e-01
    3.28965695e-01  -1.10314755e-01   9.40232347e-02   6.89280356e-02
    7.11770131e-04  -9.24614029e-02]
 [ -1.58638494e-01   9.27981619e-02  -2.22483279e-01   5.85881205e-02
    2.01694895e-01  -6.65599716e-02   5.66663318e-02  -9.33505479e-02
    2.13116969e-01   1.80477175e-01]
 [  9.96287472e-02   1.82566608e-01   3.92284596e-02  -6.47318103e-02
    6.21574109e-02   2.04852414e-01  -5.97067996e-02  -2.12755595e-01
   -8.32179270e-02   1.42713801e-01]
 [ -1.58126023e-02  -3.36255236e-02  -4.58815397e-03  -1.50485919e-01
    2.06803698e-01   2.46564846e-02   2.98028458e-02  -1.27159461e-01
    1.15899663e-01   6.58669488e-02]
 [  1.67981217e-01   5.87528161e-02  -2.43292709e-01  -1.70083028e-01
   -3.96730744e-01   1.83719635e-01   1.96735965e-01  -7.09270445e-02
    2.25918046e-01   1.65542008e-01]
 [  5.18605383e-02  -4.17809236e-04  -2.29057760e-01   2.31878413e-01
   -3.32666141e-01   1.12136516e-02   3.44421294e-02   5.89161009e-02
   -1.13819844e-01   3.12521713e-01]
 [  2.35009016e-01   2.49701836e-01  -1.28822000e-01   2.91670436e-01
   -3.70219333e-01  -6.41018582e-03  -6.55834291e-03   1.06075593e-01
    8.94916524e-02   4.02657582e-01]
 [ -1.17071410e-01   1.32589373e-01  -2.52940446e-01   1.85012408e-01
   -4.52900888e-01  -7.19486679e-02  -8.51752743e-02  -1.16156928e-02
    9.51582887e-02  -1.12126537e-01]
 [  1.66104321e-01   3.24198290e-02  -1.52997525e-01  -2.41737106e-02
   -3.68380748e-01  -2.77129317e-02   1.45396704e-01  -6.49258610e-02
   -2.03553464e-01   2.08457965e-01]
 [  1.85833287e-01  -9.89786622e-02  -9.14947534e-02  -5.02081328e-02
   -4.79100317e-01  -4.46066701e-02   2.29065798e-01  -1.36062367e-01
   -1.30853326e-01   1.74921100e-01]
 [  7.58055877e-03   1.31870680e-01  -1.33352329e-01   7.26590494e-02
   -1.08817767e-01   9.25472164e-02   6.97570345e-02   1.28133321e-01
    2.56345259e-01   3.10713780e-02]
 [ -1.62583975e-01  -2.16318491e-01  -7.05088975e-03  -2.22526043e-01
    3.81349317e-01  -1.92377231e-02   1.38504349e-01   2.01413532e-02
   -5.43103256e-02  -1.12854164e-01]
 [ -3.80171663e-01  -3.82918802e-01   1.89798585e-02  -1.04535199e-01
    4.50127993e-01  -1.21290395e-01  -2.42180857e-01   1.64926530e-01
   -1.23355303e-01  -4.10660053e-01]
 [  1.63945317e-01   2.05771160e-01   3.52787871e-02  -6.14717729e-02
    9.41544945e-02   4.41311440e-02  -8.41148987e-02  -7.33459996e-02
    2.74555566e-03  -8.73182964e-02]
 [  6.27613926e-02   3.87991906e-02  -2.36145149e-01   1.21680334e-01
    8.58556316e-02  -4.96041177e-02   1.87371763e-01   7.83500506e-03
   -1.92830006e-02  -1.41278038e-01]
 [  1.66794128e-02   1.64962546e-01   1.59590867e-01  -4.61999056e-02
   -2.08366825e-01  -2.10968122e-02  -2.10323252e-02   7.98495648e-02
   -1.51827942e-01  -4.72787215e-02]
 [  1.06102718e-01   2.20743510e-03   9.34514004e-03  -1.13996120e-01
   -4.84986202e-02   4.97694383e-02  -1.13365074e-01   7.29677467e-02
    2.77110996e-02   1.25017532e-02]
 [ -1.45865980e-01   1.67350048e-01   1.25035870e-01   4.06799051e-02
    1.52970233e-01  -1.55416999e-01  -1.51609793e-01  -1.37957744e-01
    2.14931576e-04   1.40624101e-01]
 [  1.69043193e-01   2.30487780e-01   9.48938657e-02   1.20551004e-01
   -5.23917183e-02  -2.58814327e-01  -8.31676015e-02  -8.68848928e-02
   -1.11774932e-01   1.44632837e-01]
 [  3.34081749e-02  -1.51391229e-01   8.58324229e-02   1.98739292e-01
   -5.17795406e-02  -1.30313429e-02  -9.51850968e-02   4.05785050e-02
    1.24928413e-01  -1.57639449e-01]
 [  2.48669608e-02  -1.22886253e-03   1.40095059e-01  -1.00149051e-01
   -4.50705754e-02   1.96690329e-01  -1.08426543e-02   9.95701370e-02
    1.56720323e-01  -3.79887797e-01]
 [  1.15209409e-01  -2.54492318e-01   8.85372792e-02  -3.58371539e-01
    6.51136142e-01  -1.49692594e-01  -1.71620652e-01   2.47523741e-01
    1.70429472e-01  -4.09891478e-01]
 [ -2.82319902e-01  -1.93509406e-01   8.05262091e-02  -8.40211273e-02
    5.41288409e-01  -2.12309657e-01  -2.07205549e-01   1.93247629e-01
    3.68947986e-01  -3.46151923e-01]
 [  1.66384721e-01  -6.30261109e-02  -5.46274504e-02   1.05688774e-01
    3.79439971e-01  -1.85452581e-01  -1.49408176e-01  -5.16193160e-02
    4.51028168e-02  -1.70148798e-01]
 [ -2.93037237e-01  -1.85718358e-01   2.78936760e-01  -1.39343071e-02
   -5.67530033e-02   7.93983291e-02   1.15821165e-01   1.80957286e-01
   -9.54982188e-03  -1.02731007e-01]
 [  1.32611506e-01   1.93828994e-02   2.34594417e-01  -2.15116375e-01
   -4.75148105e-02   9.73797786e-02   1.14663669e-01   1.61168516e-01
    8.66280700e-02  -7.68566887e-02]
 [  1.45312925e-01   9.71950498e-02  -1.04440120e-01  -1.00307570e-01
   -2.23717235e-01   2.05074813e-01   7.43814585e-02  -1.98043679e-01
   -1.13279858e-01   2.36610368e-02]
 [ -1.42566523e-01   1.50608317e-01  -2.20088489e-01  -4.30261454e-02
   -4.05242605e-01   8.39623207e-02   1.92215774e-01   8.47745801e-02
    1.69367850e-02   8.64660102e-02]
 [  3.84212051e-02   9.10005426e-02  -8.28735799e-03   6.81458812e-02
   -1.11585284e-01   1.64256611e-01  -2.88731773e-01  -5.74636612e-02
   -3.90901068e-02  -1.40300793e-01]
 [  2.29822948e-02   9.56875855e-03   2.00894060e-01  -1.46767051e-01
   -1.05599734e-01  -1.93942902e-01   1.37475261e-01  -2.00526181e-01
    1.63943112e-02   1.60909737e-01]
 [  3.64721440e-02   2.50567342e-01   3.83591132e-01   2.13793156e-01
    1.81672653e-02   3.58740075e-02   1.11378389e-01  -8.23637414e-02
    1.44113195e-01  -1.23324310e-02]
 [  1.45606244e-02   1.33596095e-02   4.92584758e-02   6.80716474e-02
   -5.83230863e-02  -1.22151295e-01   8.04294396e-02  -1.41846318e-01
    6.00249800e-02   8.87787559e-02]
 [ -4.18832793e-02   2.15997587e-01   2.70545874e-01  -1.02147409e-01
   -1.11933023e-01  -2.63311741e-02  -1.46579335e-02   8.99446881e-02
   -2.46041886e-01   3.24445850e-02]
 [ -9.01423214e-02   9.33713423e-04   2.04947609e-01  -3.59711707e-02
   -1.23635135e-01  -1.22871107e-01  -1.63891173e-01  -1.38929914e-01
   -2.17705702e-01   1.99545448e-02]
 [  8.55082586e-02  -2.97704732e-01   9.35932890e-02   6.74861156e-02
    5.24003749e-02   1.43105594e-01   1.72995315e-01   3.66252157e-02
   -1.03708845e-01   1.61571453e-01]]
final_inputs_run [[-1.37495427]
 [-1.40317549]
 [-1.45872133]
 ..., 
 [-0.21672438]
 [ 0.0099714 ]
 [ 0.32044993]]
final_outputs_run [[-1.37495427]
 [-1.40317549]
 [-1.45872133]
 ..., 
 [-0.21672438]
 [ 0.0099714 ]
 [ 0.32044993]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
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Progress: 2.5% ... Training loss: 0.435 ... Validation loss: 0.719[-0.21718204]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
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28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
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15414   1        0 -0.088219  0.325357   0.031898         0         0   
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15416   1        0  0.015647  0.221693  -0.456086         0         0   
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15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
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15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
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15427   1        0 -0.192085  1.310171  -0.821460         0         0   
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15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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[15435 rows x 56 columns]
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final_inputs_run [[-1.38827071]
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 ..., 
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final_outputs_run [[-1.38827071]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16866          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
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...          ...  
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16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
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    4.14046196e-04   1.39738685e-01]
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   -1.11910147e-01   1.45252503e-01]
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    1.24758416e-01  -1.56896497e-01]
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    1.70680575e-01  -4.10955394e-01]
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    5.41834288e-01  -2.12381917e-01  -2.07334372e-01   1.93384480e-01
    3.68996412e-01  -3.46407501e-01]
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    3.80158878e-01  -1.85570612e-01  -1.49593760e-01  -5.14514198e-02
    4.51817508e-02  -1.70492673e-01]
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   -5.66348840e-02   7.93813144e-02   1.15809822e-01   1.80971953e-01
   -9.54527165e-03  -1.02787850e-01]
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   -1.13384525e-01   2.41300649e-02]
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   -4.05337553e-01   8.39777432e-02   1.92241791e-01   8.47589123e-02
    1.69271470e-02   8.65096776e-02]
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   -1.10727084e-01   1.64091865e-01  -2.88993246e-01  -5.72404243e-02
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    1.64270164e-02   1.60693700e-01]
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    1.43698831e-01  -1.04399091e-02]
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    6.01838363e-02   8.81120549e-02]
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   -1.13511801e-01  -2.61163239e-02  -1.43474640e-02   8.96607854e-02
   -2.46174388e-01   3.31744209e-02]
 [ -8.98188353e-02   1.35136053e-03   2.04592356e-01  -3.55758213e-02
   -1.25086197e-01  -1.22647228e-01  -1.63559284e-01  -1.39214151e-01
   -2.17839596e-01   2.05586175e-02]
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    5.16029732e-02   1.43197144e-01   1.73086771e-01   3.65355781e-02
   -1.03737271e-01   1.61731678e-01]]
final_inputs_run [[ 0.64431052]
 [ 0.53836642]
 [ 0.64535354]
 ..., 
 [ 0.53149847]
 [ 0.14825773]
 [ 0.12471609]]
final_outputs_run [[ 0.64431052]
 [ 0.53836642]
 [ 0.64535354]
 ..., 
 [ 0.53149847]
 [ 0.14825773]
 [ 0.12471609]]
Progress: 2.5% ... Training loss: 0.436 ... Validation loss: 0.723[-0.92247297]
[-0.10355965]
[ 0.21972415]
[ 0.44082065]
[ 0.50497266]
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[ 0.5093379]
[ 1.39003624]
[ 0.14690006]
[ 0.04833507]
[ 0.5406177]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
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15445         0         1             0    ...          0      0      0   
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15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
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16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
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16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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15436          0          0          0          1          0          0   
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16874          0          1          0          0          0          0   

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 [  1.68821783e-01   5.97305765e-02  -2.44162170e-01  -1.69250907e-01
   -3.99837301e-01   1.84192051e-01   1.97416170e-01  -7.15427443e-02
    2.25631049e-01   1.66945945e-01]
 [  5.27714026e-02   5.96951417e-04  -2.29973949e-01   2.32788846e-01
   -3.36006557e-01   1.17091921e-02   3.51706318e-02   5.82685285e-02
   -1.14135578e-01   3.14008273e-01]
 [  2.35751525e-01   2.50464779e-01  -1.29537878e-01   2.92362031e-01
   -3.72700189e-01  -6.01815187e-03  -5.97501860e-03   1.05559168e-01
    8.92437830e-02   4.03762173e-01]
 [ -1.15895232e-01   1.33917581e-01  -2.54049181e-01   1.86182847e-01
   -4.57241325e-01  -7.12965728e-02  -8.42037231e-02  -1.24800254e-02
    9.47453598e-02  -1.10229522e-01]
 [  1.67487052e-01   3.39146451e-02  -1.54354134e-01  -2.28514124e-02
   -3.73140635e-01  -2.69511135e-02   1.46475638e-01  -6.59106933e-02
   -2.04002606e-01   2.10609773e-01]
 [  1.86486143e-01  -9.82723350e-02  -9.21129620e-02  -4.95948757e-02
   -4.81324511e-01  -4.42616539e-02   2.29566344e-01  -1.36509577e-01
   -1.31063293e-01   1.75947508e-01]
 [  7.59327964e-03   1.31881582e-01  -1.33343002e-01   7.26461396e-02
   -1.08967928e-01   9.25461406e-02   6.97451951e-02   1.28151267e-01
    2.56343257e-01   3.10686378e-02]
 [ -1.62868198e-01  -2.16744818e-01  -6.62548448e-03  -2.22970914e-01
    3.82139059e-01  -1.94368596e-02   1.38207812e-01   2.03968643e-02
   -5.41853683e-02  -1.13447272e-01]
 [ -3.80453431e-01  -3.83274683e-01   1.92689727e-02  -1.04827892e-01
    4.51091515e-01  -1.21426789e-01  -2.42374692e-01   1.65118234e-01
   -1.23268906e-01  -4.11284692e-01]
 [  1.63147208e-01   2.04935497e-01   3.61288404e-02  -6.23208466e-02
    9.71154843e-02   4.36514005e-02  -8.48074893e-02  -7.27246780e-02
    3.04590160e-03  -8.87130710e-02]
 [  6.40797619e-02   4.03053337e-02  -2.37507350e-01   1.22998962e-01
    8.11054805e-02  -4.88708963e-02   1.88451820e-01   6.83549954e-03
   -1.97558307e-02  -1.39114171e-01]
 [  1.62039583e-02   1.64452416e-01   1.60071849e-01  -4.66513940e-02
   -2.06806262e-01  -2.13588659e-02  -2.14084303e-02   8.01776147e-02
   -1.51669847e-01  -4.80108789e-02]
 [  1.05506007e-01   1.56870169e-03   1.00234470e-02  -1.14564751e-01
   -4.64613582e-02   4.93854377e-02  -1.13927664e-01   7.34337350e-02
    2.79510905e-02   1.14385164e-02]
 [ -1.46901439e-01   1.66273862e-01   1.26055460e-01   3.97319363e-02
    1.56151305e-01  -1.55997745e-01  -1.52488081e-01  -1.37187393e-01
    5.92769284e-04   1.38941616e-01]
 [  1.69195629e-01   2.30742564e-01   9.47993410e-02   1.20737615e-01
   -5.31233448e-02  -2.58732172e-01  -8.29914123e-02  -8.70332295e-02
   -1.11845089e-01   1.44943896e-01]
 [  3.38933892e-02  -1.50787340e-01   8.53041399e-02   1.99312057e-01
   -5.38400433e-02  -1.27218155e-02  -9.47005851e-02   4.01515105e-02
    1.24721621e-01  -1.56722766e-01]
 [  2.38920294e-02  -2.22120335e-03   1.41038412e-01  -1.01022208e-01
   -4.17300741e-02   1.96120568e-01  -1.16608348e-02   1.00261906e-01
    1.57067946e-01  -3.81321266e-01]
 [  1.13777863e-01  -2.56047020e-01   9.00023530e-02  -3.59739539e-01
    6.55661954e-01  -1.50477961e-01  -1.72906904e-01   2.48624535e-01
    1.70949887e-01  -4.12123335e-01]
 [ -2.83211585e-01  -1.94727887e-01   8.16343634e-02  -8.51001928e-02
    5.44306000e-01  -2.12840535e-01  -2.08099444e-01   1.94056773e-01
    3.69301727e-01  -3.47801847e-01]
 [  1.65812877e-01  -6.36190887e-02  -5.40906213e-02   1.05160784e-01
    3.81276427e-01  -1.85738207e-01  -1.49907169e-01  -5.11786350e-02
    4.53130012e-02  -1.71032391e-01]
 [ -2.92945373e-01  -1.85667550e-01   2.78911561e-01  -1.38688211e-02
   -5.69936870e-02   7.94398397e-02   1.15885960e-01   1.80892712e-01
   -9.57787127e-03  -1.02621375e-01]
 [  1.32241763e-01   1.89317563e-02   2.34985402e-01  -2.15493553e-01
   -4.60951279e-02   9.71509102e-02   1.14322905e-01   1.61456120e-01
    8.67675567e-02  -7.74566574e-02]
 [  1.45493223e-01   9.74034849e-02  -1.04611046e-01  -1.00155468e-01
   -2.24442379e-01   2.05182751e-01   7.45424651e-02  -1.98190458e-01
   -1.13351890e-01   2.39731567e-02]
 [ -1.42377045e-01   1.50833385e-01  -2.20284659e-01  -4.28433600e-02
   -4.05939882e-01   8.40686146e-02   1.92375650e-01   8.46405165e-02
    1.68717627e-02   8.67767839e-02]
 [  3.85876264e-02   9.11847225e-02  -8.40137187e-03   6.83098768e-02
   -1.12422440e-01   1.64348235e-01  -2.88609616e-01  -5.75954953e-02
   -3.91406995e-02  -1.40124526e-01]
 [  2.35333812e-02   1.02674659e-02   2.00343288e-01  -1.46190379e-01
   -1.07836145e-01  -1.93632365e-01   1.37938625e-01  -2.00959396e-01
    1.61790631e-02   1.61827056e-01]
 [  3.69943080e-02   2.51057243e-01   3.83290109e-01   2.14157505e-01
    1.54106290e-02   3.61553531e-02   1.11688336e-01  -8.26629897e-02
    1.43937540e-01  -1.15392527e-02]
 [  1.45917613e-02   1.34552526e-02   4.92459136e-02   6.81251454e-02
   -5.86815856e-02  -1.22182028e-01   8.03762227e-02  -1.41845529e-01
    6.00260606e-02   8.88823268e-02]
 [ -4.21636274e-02   2.15543078e-01   2.71036401e-01  -1.02627726e-01
   -1.10704038e-01  -2.65709348e-02  -1.50528153e-02   9.02683245e-02
   -2.45878279e-01   3.18348220e-02]
 [ -8.98806746e-02   1.17490193e-03   2.04776427e-01  -3.57312816e-02
   -1.24709721e-01  -1.22744712e-01  -1.63743208e-01  -1.39050846e-01
   -2.17755218e-01   2.02738254e-02]
 [  8.46807661e-02  -2.98467565e-01   9.44871025e-02   6.67935256e-02
    5.44599783e-02   1.42622103e-01   1.72219604e-01   3.72705567e-02
   -1.03362971e-01   1.60174098e-01]]
final_inputs_run [[ 0.67545318]
 [ 0.5642715 ]
 [ 0.6675782 ]
 ..., 
 [ 0.56010839]
 [ 0.17658798]
 [ 0.15667077]]
final_outputs_run [[ 0.67545318]
 [ 0.5642715 ]
 [ 0.6675782 ]
 ..., 
 [ 0.56010839]
 [ 0.17658798]
 [ 0.15667077]]
Progress: 2.5% ... Training loss: 0.433 ... Validation loss: 0.716[ 0.19272282]
[ 0.71972196]
[-0.09609596]
[ 0.37109589]
[-0.84098114]
[-0.33568064]
[ 1.78611646]
[-0.12140439]
[ 0.5451602]
[-0.61033783]
[ 0.27814074]
[ 0.12009656]
[-1.29287127]
[ 0.43900548]
[-0.09308639]
[-0.08907707]
[-0.09152305]
[-0.86609074]
[-0.29162852]
[ 0.1718485]
[-1.03612211]
[-0.58948663]
[ 0.00435967]
[-1.09212176]
[-0.44525536]
[-0.28476416]
[ 0.47235633]
[-0.4287288]
[-0.42425937]
[-0.93897885]
[ 0.14171992]
[-0.50310484]
[ 0.12594679]
[-0.2462786]
[-0.22544296]
[ 0.03080467]
[-0.67920341]
[ 1.15915642]
[-0.44159637]
[-0.02313586]
[-0.37658025]
[ 0.26298012]
[-0.49333187]
[-0.30354005]
[-0.24598711]
[ 0.00931528]
[-0.44741702]
[-0.29796716]
[-0.09095373]
[-0.5840095]
[-0.65144126]
[-0.32480155]
[-0.29750269]
[ 0.42466897]
[ 0.31310945]
[-0.6020026]
[ 0.05947343]
[ 0.14511511]
[ 0.87535483]
[-0.39061371]
[ 0.12716352]
[-0.22513625]
[-0.78732735]
[-0.18499086]
[ 0.58504027]
[ 0.0037711]
[-0.7767893]
[ 1.9978279]
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[ 0.23792983]
[ 0.04032089]
[ 0.54022968]
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[-0.18691343]
[ 0.12519715]
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[ 0.24039701]
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[ 0.10001667]
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[ 0.19192018]
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[ 0.05118346]
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[ 0.48079832]
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[ 0.94025506]
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[ 0.80723273]
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[ 0.61442364]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
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15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
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16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
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    3.82169583e-01  -1.85865630e-01  -1.50103092e-01  -5.09974634e-02
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   -5.66422941e-02   7.93839790e-02   1.15804015e-01   1.80958037e-01
   -9.54287896e-03  -1.02771691e-01]
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   -2.23835852e-01   2.05081502e-01   7.43994029e-02  -1.98061006e-01
   -1.13288851e-01   2.36885900e-02]
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    1.67177924e-02   8.74736510e-02]
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    1.58921327e-02   1.63112757e-01]
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    5.29809110e-02   1.42859444e-01   1.72549807e-01   3.69690547e-02
   -1.03503211e-01   1.60818834e-01]]
final_inputs_run [[ 0.6108969 ]
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 ..., 
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final_outputs_run [[ 0.6108969 ]
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 ..., 
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Progress: 2.5% ... Training loss: 0.440 ... Validation loss: 0.733[ 1.08743682]
[ 0.30575394]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15433         0         1             0    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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   -6.44645440e-02   5.45597300e-02]
 [ -1.00497129e-01  -9.96140990e-02  -3.83592537e-02  -7.81904723e-02
   -1.66473781e-01  -7.24066990e-02   2.60843182e-01   9.99878482e-02
    2.02721076e-01   3.61455190e-03]
 [ -1.26525089e-01   9.98079029e-02  -1.36640001e-01   7.52040890e-02
    1.71943184e-01  -1.18944326e-01  -1.81755275e-01   3.03999400e-02
   -2.43788630e-01   2.08336872e-02]
 [ -1.41076938e-01   6.54737540e-02  -1.77471898e-03  -1.32997057e-01
   -9.02826011e-02  -2.17488656e-02   6.08761353e-02   6.51611072e-02
   -1.83955950e-01   1.54809648e-01]
 [  2.54024436e-01  -2.15499305e-01  -8.67502985e-02   7.77100491e-02
    1.57294819e-01   4.17850142e-02  -5.67398066e-02  -6.09518853e-02
    2.54196600e-01   2.41098424e-02]
 [ -9.54007494e-02   1.45558474e-01  -4.34424420e-02   1.95823114e-02
    1.28436065e-01  -1.00327197e-01  -3.91289903e-03  -2.42198501e-02
    4.76957322e-02   1.27939890e-01]
 [  9.47162413e-02   1.50689500e-01  -2.30227603e-02  -3.64232583e-04
    2.92796028e-02  -3.53374823e-02  -2.46665554e-01   2.45687547e-01
   -1.42987272e-01  -1.52106428e-02]
 [ -3.55107198e-02   2.90907603e-01  -1.09630092e-01   3.28418695e-02
    7.60851582e-02  -5.34170001e-02  -8.62497711e-02  -2.60014546e-01
   -7.99266541e-02  -1.33115848e-01]
 [ -5.38121677e-02   1.59340862e-01  -1.08095602e-01  -2.81760546e-01
   -2.28593985e-01  -3.02596605e-01   5.21272321e-02  -9.08851462e-02
   -8.89905950e-02  -1.47989606e-01]
 [  4.78035774e-02  -8.17817050e-03  -3.76367183e-02  -1.24169226e-01
   -3.10283487e-02  -4.60193647e-02   3.83733689e-02   6.28786989e-02
    6.86483124e-03   5.96943322e-02]
 [ -1.62413354e-01   1.03390510e-02  -1.87924446e-03   1.18312112e-01
   -2.67192849e-01   9.87181296e-02   6.73338994e-02   1.96287058e-01
    1.28682662e-01   2.27347892e-02]
 [ -6.08013160e-02   2.26866688e-01   1.66897913e-01   6.38504111e-02
   -1.69348503e-01   8.40154256e-02   1.62838558e-01  -1.88425525e-01
    1.76740653e-01   5.29401456e-02]
 [  2.06787925e-01  -6.20095714e-02  -2.07348914e-02  -2.09197612e-01
   -3.56495177e-02   1.55656841e-01  -4.25239290e-02  -2.66920717e-02
    1.07418043e-01   8.19283145e-02]
 [  1.94356608e-02   1.24020188e-02  -2.37667868e-01  -2.37075530e-01
    3.33613451e-01  -1.11261242e-01   9.26167109e-02   7.00728369e-02
    1.30485733e-03  -9.50619928e-02]
 [ -1.58585586e-01   9.27907693e-02  -2.22421621e-01   5.86166548e-02
    2.01009842e-01  -6.65478250e-02   5.66829957e-02  -9.33884098e-02
    2.13085723e-01   1.80449453e-01]
 [  9.99044535e-02   1.82789080e-01   3.89887503e-02  -6.45175174e-02
    6.12611273e-02   2.04996013e-01  -5.94895744e-02  -2.12942649e-01
   -8.33036637e-02   1.43106759e-01]
 [ -1.63182666e-02  -3.41890175e-02  -4.04502647e-03  -1.51032826e-01
    2.08578281e-01   2.43509791e-02   2.93800300e-02  -1.26776464e-01
    1.16063360e-01   6.50679151e-02]
 [  1.69521112e-01   6.06012706e-02  -2.44886968e-01  -1.68508447e-01
   -4.02707065e-01   1.84621612e-01   1.98031395e-01  -7.21018412e-02
    2.25370988e-01   1.68160100e-01]
 [  5.32356304e-02   1.09207549e-03  -2.30425920e-01   2.33229236e-01
   -3.37698745e-01   1.19549057e-02   3.55343823e-02   5.79398728e-02
   -1.14289500e-01   3.14738096e-01]
 [  2.37498421e-01   2.52415845e-01  -1.31211804e-01   2.94058885e-01
   -3.79042184e-01  -5.07047802e-03  -4.55561351e-03   1.04288573e-01
    8.86533280e-02   4.06526174e-01]
 [ -1.15010098e-01   1.34860292e-01  -2.54906236e-01   1.87016778e-01
   -4.60380687e-01  -7.08011172e-02  -8.34946720e-02  -1.31220578e-02
    9.44458865e-02  -1.08831372e-01]
 [  1.67984177e-01   3.44391842e-02  -1.54841206e-01  -2.23730589e-02
   -3.74802127e-01  -2.66734125e-02   1.46858381e-01  -6.62636095e-02
   -2.04166597e-01   2.11365168e-01]
 [  1.87530229e-01  -9.71495583e-02  -9.31164554e-02  -4.86038036e-02
   -4.84673199e-01  -4.36899643e-02   2.30378017e-01  -1.37229920e-01
   -1.31407422e-01   1.77585762e-01]
 [  7.71612760e-03   1.32004413e-01  -1.33441821e-01   7.27445336e-02
   -1.09346450e-01   9.26084113e-02   6.98298207e-02   1.28082149e-01
    2.56311381e-01   3.12407737e-02]
 [ -1.63135191e-01  -2.17025948e-01  -6.39047261e-03  -2.23238195e-01
    3.82978671e-01  -1.95729581e-02   1.38037972e-01   2.05709125e-02
   -5.41039525e-02  -1.13829380e-01]
 [ -3.81370819e-01  -3.84455786e-01   2.03694930e-02  -1.05865452e-01
    4.54375256e-01  -1.21947369e-01  -2.43165431e-01   1.65800201e-01
   -1.22920792e-01  -4.12853703e-01]
 [  1.62595387e-01   2.04366959e-01   3.66664604e-02  -6.28530923e-02
    9.89357528e-02   4.33815015e-02  -8.52280316e-02  -7.23480640e-02
    3.22162177e-03  -8.95510321e-02]
 [  6.37781994e-02   3.99952940e-02  -2.37252671e-01   1.22717694e-01
    8.20976269e-02  -4.90446250e-02   1.88213426e-01   7.03851127e-03
   -1.96583359e-02  -1.39600275e-01]
 [  1.59614382e-02   1.64184831e-01   1.60364922e-01  -4.69331855e-02
   -2.05970224e-01  -2.14997567e-02  -2.15969556e-02   8.03722108e-02
   -1.51589938e-01  -4.83945250e-02]
 [  1.05242842e-01   1.38429753e-03   1.02210495e-02  -1.14742492e-01
   -4.57594318e-02   4.92764368e-02  -1.14064994e-01   7.35268779e-02
    2.79896678e-02   1.11633580e-02]
 [ -1.46907826e-01   1.66302485e-01   1.26089690e-01   3.97448478e-02
    1.56186412e-01  -1.55999845e-01  -1.52487845e-01  -1.37194512e-01
    5.89137607e-04   1.38953736e-01]
 [  1.69389737e-01   2.30982480e-01   9.47079490e-02   1.20904862e-01
   -5.39779948e-02  -2.58629608e-01  -8.28173785e-02  -8.71969211e-02
   -1.11929586e-01   1.45324852e-01]
 [  3.44918413e-02  -1.50021824e-01   8.46650090e-02   2.00015329e-01
   -5.62697378e-02  -1.23556469e-02  -9.41002691e-02   3.96479116e-02
    1.24475591e-01  -1.55680840e-01]
 [  2.34212655e-02  -2.77203834e-03   1.41536855e-01  -1.01480711e-01
   -4.00702584e-02   1.95840142e-01  -1.20821207e-02   1.00623732e-01
    1.57235932e-01  -3.82058467e-01]
 [  1.12543379e-01  -2.57645763e-01   9.12217569e-02  -3.61027227e-01
    6.60101376e-01  -1.51209979e-01  -1.74132901e-01   2.49626249e-01
    1.71413590e-01  -4.14202407e-01]
 [ -2.83910189e-01  -1.95509005e-01   8.22997729e-02  -8.57824063e-02
    5.46464936e-01  -2.13233812e-01  -2.08672039e-01   1.94536160e-01
    3.69499616e-01  -3.48907304e-01]
 [  1.64460939e-01  -6.50319687e-02  -5.28547722e-02   1.03891242e-01
    3.85446129e-01  -1.86455777e-01  -1.50968568e-01  -5.02628000e-02
    4.57363026e-02  -1.73072184e-01]
 [ -2.93429956e-01  -1.86219257e-01   2.79391002e-01  -1.43503229e-02
   -5.50920496e-02   7.91352703e-02   1.15430900e-01   1.81252307e-01
   -9.39555057e-03  -1.03460804e-01]
 [  1.32296524e-01   1.89908505e-02   2.34931354e-01  -2.15445090e-01
   -4.63022991e-02   9.71809172e-02   1.14365243e-01   1.61412632e-01
    8.67430535e-02  -7.73683685e-02]
 [  1.45395043e-01   9.72979156e-02  -1.04512027e-01  -1.00255545e-01
   -2.24135828e-01   2.05129415e-01   7.44684283e-02  -1.98119531e-01
   -1.13316289e-01   2.38100162e-02]
 [ -1.41859474e-01   1.51443211e-01  -2.20825374e-01  -4.23256546e-02
   -4.07841385e-01   8.43757694e-02   1.92811098e-01   8.42470397e-02
    1.66823634e-02   8.76530661e-02]
 [  3.83324105e-02   9.07760509e-02  -8.07196367e-03   6.79181482e-02
   -1.11044338e-01   1.64165562e-01  -2.88992704e-01  -5.73025764e-02
   -3.89985311e-02  -1.40794206e-01]
 [  2.39583211e-02   1.07630800e-02   1.99940480e-01  -1.45790851e-01
   -1.09937351e-01  -1.93443814e-01   1.38304607e-01  -2.01310859e-01
    1.60037005e-02   1.62570655e-01]
 [  3.69594774e-02   2.50975801e-01   3.83351227e-01   2.14116512e-01
    1.49003662e-02   3.61433088e-02   1.11662043e-01  -8.26859541e-02
    1.43890074e-01  -1.13112033e-02]
 [  1.53676271e-02   1.43772141e-02   4.84855796e-02   6.89271297e-02
   -6.14096294e-02  -1.21693412e-01   8.10073550e-02  -1.42466880e-01
    5.97334307e-02   9.01034612e-02]
 [ -4.20301832e-02   2.15722415e-01   2.71020680e-01  -1.02469331e-01
   -1.11856212e-01  -2.64904678e-02  -1.48758737e-02   9.01400331e-02
   -2.45933731e-01   3.21371605e-02]
 [ -9.01821550e-02   8.62138188e-04   2.05065028e-01  -3.60429124e-02
   -1.23784657e-01  -1.22851762e-01  -1.63991962e-01  -1.38884509e-01
   -2.17670323e-01   1.98606519e-02]
 [  8.38741897e-02  -2.99322532e-01   9.52147231e-02   6.60516130e-02
    5.69683716e-02   1.42168701e-01   1.71586787e-01   3.77939035e-02
   -1.03119060e-01   1.58935239e-01]]
final_inputs_run [[-1.33359452]
 [-1.36238254]
 [-1.42104564]
 ..., 
 [-0.19171233]
 [ 0.03998412]
 [ 0.35487075]]
final_outputs_run [[-1.33359452]
 [-1.36238254]
 [-1.42104564]
 ..., 
 [-0.19171233]
 [ 0.03998412]
 [ 0.35487075]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
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Progress: 2.5% ... Training loss: 0.432 ... Validation loss: 0.717[-0.85629538]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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15426         0         1             0    ...          0      0      1   
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15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
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3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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 [ -9.08055999e-02   2.46194178e-04   2.05672734e-01  -3.65704971e-02
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 [  8.46738086e-02  -2.98456703e-01   9.44361493e-02   6.68188523e-02
    5.40659414e-02   1.42658374e-01   1.72212034e-01   3.72195952e-02
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final_inputs_run [[-1.36981201]
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 ..., 
 [-0.22142004]
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final_outputs_run [[-1.36981201]
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 ..., 
 [-0.22142004]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
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15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
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16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
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...          ...  
16845          0  
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16864          0  
16865          0  
16866          0  
16867          0  
16868          0  
16869          0  
16870          0  
16871          0  
16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
self.weights_input_to_hidden [[ -3.73064141e-01  -2.18020051e-01   1.45519693e-01  -1.74362526e-01
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    5.40659414e-02   1.42658374e-01   1.72212034e-01   3.72195952e-02
   -1.03397867e-01   1.60212760e-01]]
final_inputs_run [[ 0.65903452]
 [ 0.5300528 ]
 [ 0.62741594]
 ..., 
 [ 0.54155411]
 [ 0.16379406]
 [ 0.1478517 ]]
final_outputs_run [[ 0.65903452]
 [ 0.5300528 ]
 [ 0.62741594]
 ..., 
 [ 0.54155411]
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Progress: 2.5% ... Training loss: 0.432 ... Validation loss: 0.719[ 0.51010255]
[ 0.29357688]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
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final_inputs_run [[-1.37879543]
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 ..., 
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final_outputs_run [[-1.37879543]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
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15451          0          0          0          0          1          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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15438          0  
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15440          0  
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[1440 rows x 56 columns]
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   -8.34173285e-02   1.43597254e-01]
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    1.16121361e-01   6.48055169e-02]
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   -4.07589030e-01   1.85364888e-01   1.99087425e-01  -7.30793407e-02
    2.24910765e-01   1.70301281e-01]
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   -3.42562782e-01   1.26911076e-02   3.66147897e-02   5.69512865e-02
   -1.14763283e-01   3.16896009e-01]
 [  2.38172749e-01   2.53178264e-01  -1.31849357e-01   2.94720441e-01
   -3.81532737e-01  -4.70617408e-03  -4.04346577e-03   1.03823485e-01
    8.84352263e-02   4.07585980e-01]
 [ -1.14353431e-01   1.35587660e-01  -2.55552096e-01   1.87658443e-01
   -4.62648308e-01  -7.04594042e-02  -8.29719311e-02  -1.35912071e-02
    9.42211216e-02  -1.07803913e-01]
 [  1.69268650e-01   3.58363644e-02  -1.56112467e-01  -2.11122188e-02
   -3.79303978e-01  -2.59773941e-02   1.47889014e-01  -6.72006769e-02
   -2.04601527e-01   2.13403009e-01]
 [  1.88339169e-01  -9.63068392e-02  -9.38740389e-02  -4.78378431e-02
   -4.87374753e-01  -4.32521177e-02   2.30987441e-01  -1.37804278e-01
   -1.31683040e-01   1.78829903e-01]
 [  8.07027274e-03   1.32385676e-01  -1.33765247e-01   7.30775175e-02
   -1.10606903e-01   9.28013048e-02   7.00944148e-02   1.27840660e-01
    2.56197307e-01   3.17781903e-02]
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   -5.38256911e-02  -1.15089661e-01]
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   -1.22870726e-01  -4.13154044e-01]
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    3.49336786e-03  -9.07853032e-02]
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   -1.98749614e-02  -1.38665740e-01]
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   -2.06095633e-01  -2.15263594e-02  -2.16353400e-02   8.03917457e-02
   -1.51580030e-01  -4.84580009e-02]
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   -4.22940230e-02   4.87549569e-02  -1.14835690e-01   7.42079933e-02
    2.83128995e-02   9.69747552e-03]
 [ -1.46618226e-01   1.66856499e-01   1.25678773e-01   4.02175056e-02
    1.54776688e-01  -1.55770907e-01  -1.52073774e-01  -1.37569400e-01
    4.09266790e-04   1.39759491e-01]
 [  1.68629923e-01   2.30266577e-01   9.54076149e-02   1.20202545e-01
   -5.13934688e-02  -2.59004954e-01  -8.34289774e-02  -8.66411319e-02
   -1.11654178e-01   1.44111435e-01]
 [  3.42151391e-02  -1.50276872e-01   8.48233297e-02   1.99776835e-01
   -5.52829924e-02  -1.25051535e-02  -9.43003734e-02   3.98336975e-02
    1.24566498e-01  -1.56081543e-01]
 [  2.26009411e-02  -3.62907788e-03   1.42293074e-01  -1.02198204e-01
   -3.74950003e-02   1.95401720e-01  -1.27046081e-02   1.01186416e-01
    1.57504383e-01  -3.83181017e-01]
 [  1.11310317e-01  -2.58877288e-01   9.23440394e-02  -3.61951336e-01
    6.64189845e-01  -1.51829763e-01  -1.75253240e-01   2.50569371e-01
    1.71900721e-01  -4.15977768e-01]
 [ -2.84528028e-01  -1.96427748e-01   8.31521208e-02  -8.66219254e-02
    5.49203257e-01  -2.13594832e-01  -2.09379877e-01   1.95176526e-01
    3.69797527e-01  -3.50174359e-01]
 [  1.63927635e-01  -6.56580491e-02  -5.23505369e-02   1.03347650e-01
    3.87364148e-01  -1.86760366e-01  -1.51457090e-01  -4.98461414e-02
    4.59432863e-02  -1.73922445e-01]
 [ -2.93229671e-01  -1.86063404e-01   2.79255370e-01  -1.41981254e-02
   -5.56551519e-02   7.92239139e-02   1.15558580e-01   1.81116610e-01
   -9.45248905e-03  -1.03222125e-01]
 [  1.32470529e-01   1.91846950e-02   2.34769827e-01  -2.15278633e-01
   -4.70141194e-02   9.72887672e-02   1.14522671e-01   1.61279884e-01
    8.66729454e-02  -7.70814828e-02]
 [  1.45774761e-01   9.77083200e-02  -1.04870903e-01  -9.99234654e-02
   -2.25520870e-01   2.05346842e-01   7.47776429e-02  -1.98401466e-01
   -1.13452347e-01   2.44121811e-02]
 [ -1.41399315e-01   1.52015105e-01  -2.21333093e-01  -4.18181880e-02
   -4.09790455e-01   8.46599782e-02   1.93217344e-01   8.38869920e-02
    1.65055883e-02   8.84707662e-02]
 [  3.90163512e-02   9.16443220e-02  -8.78515475e-03   6.86313375e-02
   -1.13642795e-01   1.64592809e-01  -2.88385768e-01  -5.78528909e-02
   -3.92616244e-02  -1.39620347e-01]
 [  2.42703136e-02   1.12699624e-02   1.99555164e-01  -1.45290361e-01
   -1.11288229e-01  -1.93177620e-01   1.38598958e-01  -2.01604656e-01
    1.58723126e-02   1.63242977e-01]
 [  3.66616291e-02   2.50700246e-01   3.83627252e-01   2.13821336e-01
    1.55141101e-02   3.59586826e-02   1.11353878e-01  -8.24283767e-02
    1.43991762e-01  -1.17624654e-02]
 [  1.65478123e-02   1.56351625e-02   4.74125378e-02   7.00240303e-02
   -6.58126358e-02  -1.21049644e-01   8.18980942e-02  -1.43285366e-01
    5.93358724e-02   9.19469468e-02]
 [ -4.19003661e-02   2.15754060e-01   2.70919941e-01  -1.02385696e-01
   -1.11993808e-01  -2.64684821e-02  -1.48872767e-02   9.00926851e-02
   -2.45917308e-01   3.22505418e-02]
 [ -9.06988616e-02   3.40164943e-04   2.05624728e-01  -3.65417995e-02
   -1.22388031e-01  -1.23145478e-01  -1.64528211e-01  -1.38412502e-01
   -2.17431838e-01   1.91878605e-02]
 [  8.40651237e-02  -2.99135593e-01   9.50334696e-02   6.62809581e-02
    5.62911753e-02   1.42338337e-01   1.71651118e-01   3.76914392e-02
   -1.03161481e-01   1.59194122e-01]]
final_inputs_run [[ 0.6471308 ]
 [ 0.52215469]
 [ 0.61753691]
 ..., 
 [ 0.53265115]
 [ 0.15147725]
 [ 0.13289145]]
final_outputs_run [[ 0.6471308 ]
 [ 0.52215469]
 [ 0.61753691]
 ..., 
 [ 0.53265115]
 [ 0.15147725]
 [ 0.13289145]]
Progress: 2.5% ... Training loss: 0.432 ... Validation loss: 0.720[ 0.16106534]
[-0.20780589]
[-0.09630832]
[-0.00640494]
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[ 0.46036732]
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[ 1.93601824]
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[ 0.27009151]
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[-0.12046792]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
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   -4.28819113e-02   4.88442037e-02  -1.14701451e-01   7.40975510e-02
    2.82565084e-02   9.94798473e-03]
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    1.54648331e-01  -1.55802134e-01  -1.52030543e-01  -1.37573035e-01
    4.04975819e-04   1.39798709e-01]
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   -1.11740197e-01   1.44526949e-01]
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   -5.56551913e-02  -1.24426657e-02  -9.42081518e-02   3.97516642e-02
    1.24527314e-01  -1.55896330e-01]
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    1.57595877e-01  -3.83486109e-01]
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    6.65715540e-01  -1.52066992e-01  -1.75694071e-01   2.50922504e-01
    1.72092224e-01  -4.16720371e-01]
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    5.48151941e-01  -2.13484794e-01  -2.09253692e-01   1.95025256e-01
    3.69738052e-01  -3.49738047e-01]
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    3.89816499e-01  -1.87133757e-01  -1.52085842e-01  -4.92983696e-02
    4.62078059e-02  -1.75070700e-01]
 [ -2.93240285e-01  -1.86063367e-01   2.79262458e-01  -1.42037088e-02
   -5.56050304e-02   7.92169641e-02   1.15545398e-01   1.81116486e-01
   -9.45051376e-03  -1.03236328e-01]
 [  1.32517455e-01   1.92538213e-02   2.34713329e-01  -2.15217998e-01
   -4.72155320e-02   9.73181283e-02   1.14576513e-01   1.61229426e-01
    8.66478953e-02  -7.69773519e-02]
 [  1.45701221e-01   9.76149783e-02  -1.04801053e-01  -9.99951885e-02
   -2.25301144e-01   2.05306348e-01   7.47190973e-02  -1.98346530e-01
   -1.13428016e-01   2.42946512e-02]
 [ -1.41384311e-01   1.52042191e-01  -2.21344671e-01  -4.18096665e-02
   -4.09874087e-01   8.46690355e-02   1.93232799e-01   8.38764516e-02
    1.64988548e-02   8.84947883e-02]
 [  3.84718528e-02   9.09481751e-02  -8.14551855e-03   6.80187519e-02
   -1.11702580e-01   1.64222500e-01  -2.88914695e-01  -5.73791406e-02
   -3.90351277e-02  -1.40569478e-01]
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   -1.09460057e-01  -1.93460278e-01   1.38149559e-01  -2.01225355e-01
    1.60591494e-02   1.62415300e-01]
 [  3.74181342e-02   2.51502647e-01   3.82967807e-01   2.14544334e-01
    1.28816295e-02   3.63638578e-02   1.11908681e-01  -8.29468950e-02
    1.43755145e-01  -1.05734318e-02]
 [  1.72620057e-02   1.65520335e-02   4.65667166e-02   7.08702283e-02
   -6.90102208e-02  -1.20633679e-01   8.26213259e-02  -1.43909082e-01
    5.90315657e-02   9.33316931e-02]
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 [ -9.13575272e-02  -3.94711515e-04   2.06373567e-01  -3.71823628e-02
   -1.20252901e-01  -1.23534658e-01  -1.65189470e-01  -1.37840838e-01
   -2.17140345e-01   1.81051841e-02]
 [  8.40636811e-02  -2.99062484e-01   9.49756199e-02   6.63529506e-02
    5.61053192e-02   1.42354945e-01   1.71673374e-01   3.76650672e-02
   -1.03159344e-01   1.59267084e-01]]
final_inputs_run [[ 0.64823177]
 [ 0.51851325]
 [ 0.61102724]
 ..., 
 [ 0.53447223]
 [ 0.15316309]
 [ 0.13673878]]
final_outputs_run [[ 0.64823177]
 [ 0.51851325]
 [ 0.61102724]
 ..., 
 [ 0.53447223]
 [ 0.15316309]
 [ 0.13673878]]
Progress: 2.5% ... Training loss: 0.431 ... Validation loss: 0.719[ 0.53090721]
[-0.62718428]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
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15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
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...          ...  
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15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.72997193e-01  -2.18015913e-01   1.45956893e-01  -1.74361044e-01
    3.96683959e-01  -1.25099820e-01  -1.77200544e-01   5.44748366e-02
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    4.14498283e-01  -1.96984817e-01  -8.81203718e-02   1.44219074e-01
   -5.38071330e-02  -1.75256293e-01]
 [  9.00473232e-02   2.70189013e-01  -3.22743478e-01   2.71561630e-01
   -1.46058167e-01   5.39376092e-02  -5.47757039e-02  -4.72010309e-02
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 [ -2.02494874e-01   5.76569977e-02   1.05582469e-01  -3.64128273e-02
   -6.87953610e-02  -4.68549841e-03  -6.15476947e-02  -1.33661620e-02
   -1.45103488e-01   6.09781517e-03]
 [  3.51853131e-01  -2.22643008e-03   8.45031429e-02  -1.69076538e-01
   -3.40054704e-01   2.70610882e-01   2.58075842e-02   6.59899818e-02
    1.53613224e-01   8.46726109e-02]
 [ -6.63506359e-02  -5.28107360e-02   3.27031785e-03   1.59798761e-01
   -3.99689048e-02  -2.84621575e-01  -1.26454353e-03  -3.75955719e-02
    1.19873478e-01   9.11379400e-02]
 [  2.61689569e-01   1.33892163e-01   5.23256668e-02   1.28569727e-01
   -2.50816151e-01  -5.29757882e-02   3.87934214e-02   9.82118726e-02
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 [ -1.86800159e-01  -2.57365393e-02  -5.93040688e-02  -6.62921294e-02
    2.51462881e-01   6.50676206e-02  -4.62527922e-02   2.00727811e-01
   -6.46127714e-02   5.52053036e-02]
 [ -1.01212637e-01  -1.00200150e-01  -3.74322153e-02  -7.86385584e-02
   -1.66211053e-01  -7.27521294e-02   2.59612783e-01   1.00763019e-01
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   -1.84169317e-01   1.55894362e-01]
 [  2.54024436e-01  -2.15499305e-01  -8.67502985e-02   7.77100491e-02
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    2.54196600e-01   2.41098424e-02]
 [ -9.59048402e-02   1.44978525e-01  -4.28191632e-02   1.89804314e-02
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    4.78911335e-02   1.27045036e-01]
 [  9.55820701e-02   1.51559386e-01  -2.35660247e-02   3.11440892e-04
    2.62488263e-02  -3.49317050e-02  -2.46081431e-01   2.45189585e-01
   -1.43234097e-01  -1.40090611e-02]
 [ -3.69963715e-02   2.89252947e-01  -1.08031893e-01   3.13240784e-02
    8.07162727e-02  -5.42810174e-02  -8.74659566e-02  -2.58911456e-01
   -7.93816615e-02  -1.35451683e-01]
 [ -5.46528984e-02   1.58386969e-01  -1.07167070e-01  -2.82501465e-01
   -2.25381489e-01  -3.03027267e-01   5.12967060e-02  -9.01406140e-02
   -8.86232345e-02  -1.49223243e-01]
 [  4.66601440e-02  -9.39345617e-03  -3.64833873e-02  -1.25300991e-01
   -2.71264430e-02  -4.66610196e-02   3.73021273e-02   6.38030246e-02
    7.30863492e-03   5.77337269e-02]
 [ -1.60812125e-01   1.25919338e-02  -3.78351762e-03   1.20335560e-01
   -2.74614973e-01   9.97409018e-02   6.87784666e-02   1.94828460e-01
    1.28026796e-01   2.61021924e-02]
 [ -6.04166445e-02   2.27230621e-01   1.66499554e-01   6.41559269e-02
   -1.70836735e-01   8.42377598e-02   1.63102748e-01  -1.88666862e-01
    1.76623285e-01   5.35367782e-02]
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   -4.04016372e-02   1.56428310e-01  -4.14185781e-02  -2.76739546e-02
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    2.00069325e-01  -6.64983786e-02   5.67534942e-02  -9.34409227e-02
    2.13066455e-01   1.80473471e-01]
 [  1.00092892e-01   1.83010804e-01   3.87906134e-02  -6.43383544e-02
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   -8.33736536e-02   1.43415962e-01]
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    1.16367343e-01   6.36805791e-02]
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   -4.09541510e-01   1.85644899e-01   1.99463634e-01  -7.34178140e-02
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   -3.44395452e-01   1.29727633e-02   3.70239345e-02   5.65982045e-02
   -1.14937237e-01   3.17699640e-01]
 [  2.38917459e-01   2.53971513e-01  -1.32556986e-01   2.95424928e-01
   -3.84259843e-01  -4.33039980e-03  -3.46161517e-03   1.03317319e-01
    8.81904190e-02   4.08755844e-01]
 [ -1.13078854e-01   1.36975523e-01  -2.56763815e-01   1.88882439e-01
   -4.67090185e-01  -6.97579789e-02  -8.19706417e-02  -1.44939275e-02
    9.38080323e-02  -1.05803146e-01]
 [  1.69453946e-01   3.60204171e-02  -1.56271032e-01  -2.09506884e-02
   -3.80008760e-01  -2.58897953e-02   1.48019631e-01  -6.73135773e-02
   -2.04653182e-01   2.13684591e-01]
 [  1.88515639e-01  -9.61055035e-02  -9.40397108e-02  -4.76746190e-02
   -4.88017534e-01  -4.31611355e-02   2.31112188e-01  -1.37925372e-01
   -1.31735831e-01   1.79105632e-01]
 [  8.34384496e-03   1.32678400e-01  -1.34014541e-01   7.33314737e-02
   -1.11575059e-01   9.29563651e-02   7.03166441e-02   1.27645681e-01
    2.56108210e-01   3.22139216e-02]
 [ -1.64338185e-01  -2.18512882e-01  -5.09342589e-03  -2.24452916e-01
    3.87341601e-01  -2.02416342e-02   1.36978196e-01   2.15151429e-02
   -5.36577576e-02  -1.15875777e-01]
 [ -3.83056526e-01  -3.86630477e-01   2.21788711e-02  -1.07733604e-01
    4.60325334e-01  -1.22962098e-01  -2.44631886e-01   1.67170126e-01
   -1.22287851e-01  -4.15825745e-01]
 [  1.61029340e-01   2.02672819e-01   3.84065847e-02  -6.45558907e-02
    1.04591059e-01   4.24128877e-02  -8.66037701e-02  -7.11134380e-02
    3.81422386e-03  -9.22635429e-02]
 [  6.47209952e-02   4.11612663e-02  -2.38307662e-01   1.23741002e-01
    7.82155783e-02  -4.85024485e-02   1.89081344e-01   6.26081401e-03
   -2.00345412e-02  -1.37978027e-01]
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   -2.06935633e-01  -2.14157191e-02  -2.14367713e-02   8.02646377e-02
   -1.51660591e-01  -4.81478882e-02]
 [  1.04355631e-01   4.82933589e-04   1.11199851e-02  -1.15593487e-01
   -4.25029063e-02   4.87742487e-02  -1.14786887e-01   7.41736309e-02
    2.82931779e-02   9.77034034e-03]
 [ -1.46672635e-01   1.66878295e-01   1.25741429e-01   4.01594868e-02
    1.54567058e-01  -1.55801124e-01  -1.52011958e-01  -1.37578845e-01
    4.00361115e-04   1.39813103e-01]
 [  1.68578131e-01   2.30329585e-01   9.54705183e-02   1.20235180e-01
   -5.15124042e-02  -2.59041859e-01  -8.34057881e-02  -8.66641272e-02
   -1.11661135e-01   1.44139859e-01]
 [  3.49415777e-02  -1.49433183e-01   8.41394325e-02   2.00568393e-01
   -5.81924471e-02  -1.20450332e-02  -9.36040600e-02   3.92340279e-02
    1.24276571e-01  -1.54815894e-01]
 [  2.17936297e-02  -4.54543066e-03   1.43119819e-01  -1.02980852e-01
   -3.44543850e-02   1.94898300e-01  -1.34396423e-02   1.01817066e-01
    1.57812644e-01  -3.84416763e-01]
 [  1.09564540e-01  -2.60780554e-01   9.40462186e-02  -3.63575746e-01
    6.70279258e-01  -1.52807365e-01  -1.76851168e-01   2.51853974e-01
    1.72537333e-01  -4.18739892e-01]
 [ -2.84602530e-01  -1.96630300e-01   8.32764395e-02  -8.67382519e-02
    5.49431604e-01  -2.13688831e-01  -2.09583980e-01   1.95308642e-01
    3.69871301e-01  -3.50324569e-01]
 [  1.62226759e-01  -6.76043068e-02  -5.06467843e-02   1.01712768e-01
    3.93163338e-01  -1.87627708e-01  -1.52918573e-01  -4.85770990e-02
    4.65606284e-02  -1.76566991e-01]
 [ -2.93377717e-01  -1.86244667e-01   2.79415872e-01  -1.43627909e-02
   -5.50551545e-02   7.91216582e-02   1.15415230e-01   1.81230305e-01
   -9.39515153e-03  -1.03498669e-01]
 [  1.32579632e-01   1.93194707e-02   2.34649956e-01  -2.15157433e-01
   -4.74231997e-02   9.73545035e-02   1.14625784e-01   1.61186200e-01
    8.66268943e-02  -7.68750976e-02]
 [  1.45794629e-01   9.77153588e-02  -1.04889043e-01  -9.99109340e-02
   -2.25620846e-01   2.05356606e-01   7.47857624e-02  -1.98408287e-01
   -1.13457348e-01   2.44394632e-02]
 [ -1.41032351e-01   1.52445986e-01  -2.21703399e-01  -4.14538508e-02
   -4.11133795e-01   8.48721669e-02   1.93532367e-01   8.36160321e-02
    1.63753005e-02   8.90778499e-02]
 [  3.81169445e-02   9.05641518e-02  -7.77422772e-03   6.76776646e-02
   -1.10433529e-01   1.64032898e-01  -2.89199336e-01  -5.71231238e-02
   -3.89161880e-02  -1.41093094e-01]
 [  2.38097120e-02   1.09301549e-02   2.00000507e-01  -1.45652725e-01
   -1.10107564e-01  -1.93367255e-01   1.38278436e-01  -2.01329336e-01
    1.60005575e-02   1.62616726e-01]
 [  3.71963484e-02   2.51211369e-01   3.83201520e-01   2.14322791e-01
    1.35172175e-02   3.62398052e-02   1.11761954e-01  -8.27954897e-02
    1.43823986e-01  -1.08595394e-02]
 [  1.57798054e-02   1.47593556e-02   4.81961156e-02   6.92178138e-02
   -6.39681551e-02  -1.21613739e-01   8.12457182e-02  -1.42719557e-01
    5.96001403e-02   9.07366292e-02]
 [ -4.23964308e-02   2.15184700e-01   2.71553301e-01  -1.02908423e-01
   -1.10455634e-01  -2.67440364e-02  -1.53797545e-02   9.04920852e-02
   -2.45709102e-01   3.14723045e-02]
 [ -9.06943881e-02   3.23185223e-04   2.05781623e-01  -3.65776923e-02
   -1.22848555e-01  -1.23189836e-01  -1.64697152e-01  -1.38273378e-01
   -2.17342500e-01   1.91484167e-02]
 [  8.41704675e-02  -2.98986870e-01   9.48820734e-02   6.64265772e-02
    5.58119959e-02   1.42411516e-01   1.71746115e-01   3.76051901e-02
   -1.03190414e-01   1.59421923e-01]]
final_inputs_run [[-1.30678674]
 [-1.33555704]
 [-1.39319798]
 ..., 
 [-0.17836674]
 [ 0.05697673]
 [ 0.37868117]]
final_outputs_run [[-1.30678674]
 [-1.33555704]
 [-1.39319798]
 ..., 
 [-0.17836674]
 [ 0.05697673]
 [ 0.37868117]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
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    5.58119959e-02   1.42411516e-01   1.71746115e-01   3.76051901e-02
   -1.03190414e-01   1.59421923e-01]]
final_inputs_run [[ 0.71155551]
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 ..., 
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final_outputs_run [[ 0.71155551]
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 ..., 
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Progress: 2.6% ... Training loss: 0.428 ... Validation loss: 0.710[-0.36444186]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
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15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
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15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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       weekday_6  
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[15435 rows x 56 columns]
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    1.76574277e-01   5.37485050e-02]
 [  2.08009283e-01  -6.05396700e-02  -2.21022234e-02  -2.07830301e-01
   -4.00298851e-02   1.56377433e-01  -4.14981691e-02  -2.75967298e-02
    1.06979952e-01   8.40371840e-02]
 [  1.98014457e-02   1.26972440e-02  -2.37804118e-01  -2.36733823e-01
    3.31631357e-01  -1.11092473e-01   9.27208366e-02   6.99014035e-02
    1.25805294e-03  -9.44723547e-02]
 [ -1.58424606e-01   9.28356184e-02  -2.22438170e-01   5.86367726e-02
    2.00087144e-01  -6.64960790e-02   5.67654197e-02  -9.34465207e-02
    2.13063005e-01   1.80478662e-01]
 [  1.00643912e-01   1.83615074e-01   3.82413990e-02  -6.38107135e-02
    5.87527999e-02   2.05410056e-01  -5.88986887e-02  -2.13493483e-01
   -8.35756449e-02   1.44286034e-01]
 [ -1.70656758e-02  -3.50534204e-02  -3.34799299e-03  -1.51770534e-01
    2.11088902e-01   2.39157603e-02   2.87559601e-02  -1.26219435e-01
    1.16327935e-01   6.38577127e-02]
 [  1.72126330e-01   6.34540160e-02  -2.47415318e-01  -1.66063670e-01
   -4.12344796e-01   1.86074512e-01   2.00076408e-01  -7.39939166e-02
    2.24489019e-01   1.72333865e-01]
 [  5.50938194e-02   3.16790482e-03  -2.32292388e-01   2.35087110e-01
   -3.44445905e-01   1.29779879e-02   3.70315176e-02   5.65902034e-02
   -1.14940800e-01   3.17713391e-01]
 [  2.39229932e-01   2.54277611e-01  -1.32806842e-01   2.95685349e-01
   -3.85383401e-01  -4.18007444e-03  -3.24521048e-03   1.03118801e-01
    8.80935001e-02   4.09199684e-01]
 [ -1.12776164e-01   1.37327960e-01  -2.57082504e-01   1.89183171e-01
   -4.68265448e-01  -6.95832588e-02  -8.17151032e-02  -1.47229130e-02
    9.36889926e-02  -1.05281396e-01]
 [  1.69504811e-01   3.60632495e-02  -1.56307458e-01  -2.09207757e-02
   -3.80202548e-01  -2.58752446e-02   1.48039871e-01  -6.73317892e-02
   -2.04662931e-01   2.13731745e-01]
 [  1.88784872e-01  -9.58517719e-02  -9.42811643e-02  -4.74483575e-02
   -4.88963271e-01  -4.30405545e-02   2.31282787e-01  -1.38085412e-01
   -1.31810632e-01   1.79503982e-01]
 [  8.49195283e-03   1.32846709e-01  -1.34155457e-01   7.34685500e-02
   -1.12176778e-01   9.30397563e-02   7.04405800e-02   1.27537008e-01
    2.56052666e-01   3.24472857e-02]
 [ -1.64817381e-01  -2.19023162e-01  -4.63447995e-03  -2.24923518e-01
    3.89112374e-01  -2.04937882e-02   1.36621386e-01   2.18631540e-02
   -5.34873524e-02  -1.16619998e-01]
 [ -3.82892572e-01  -3.86588761e-01   2.20563970e-02  -1.07619532e-01
    4.59995319e-01  -1.22892119e-01  -2.44550629e-01   1.67094282e-01
   -1.22327648e-01  -4.15635211e-01]
 [  1.60788629e-01   2.02400851e-01   3.87179404e-02  -6.48528835e-02
    1.05455905e-01   4.22447785e-02  -8.68563716e-02  -7.08895527e-02
    3.92944032e-03  -9.27001060e-02]
 [  6.47413334e-02   4.11924663e-02  -2.38328852e-01   1.23759652e-01
    7.81531235e-02  -4.85166765e-02   1.89080372e-01   6.25955691e-03
   -2.00361738e-02  -1.37995592e-01]
 [  1.52256414e-02   1.63543437e-01   1.61135797e-01  -4.76563693e-02
   -2.03886162e-01  -2.18851758e-02  -2.21166056e-02   8.08958597e-02
   -1.51342717e-01  -4.94919778e-02]
 [  1.04296105e-01   4.62534397e-04   1.11139718e-02  -1.15607627e-01
   -4.23112916e-02   4.87470946e-02  -1.14812423e-01   7.41993639e-02
    2.83090791e-02   9.70444028e-03]
 [ -1.46408999e-01   1.67247798e-01   1.25465463e-01   4.04737721e-02
    1.53404581e-01  -1.55638075e-01  -1.51718705e-01  -1.37827450e-01
    2.70684440e-04   1.40374920e-01]
 [  1.68284697e-01   2.30029846e-01   9.57864373e-02   1.19955404e-01
   -5.05069362e-02  -2.59179377e-01  -8.36074626e-02  -8.64642155e-02
   -1.11558140e-01   1.43698317e-01]
 [  3.46909366e-02  -1.49686669e-01   8.43849020e-02   2.00324952e-01
   -5.73151616e-02  -1.21824798e-02  -9.38038818e-02   3.94044898e-02
    1.24361384e-01  -1.55170997e-01]
 [  2.19932526e-02  -4.32022114e-03   1.42933967e-01  -1.02779811e-01
   -3.51483364e-02   1.95014285e-01  -1.32739041e-02   1.01669264e-01
    1.57737684e-01  -3.84103714e-01]
 [  1.09013608e-01  -2.61339631e-01   9.46124041e-02  -3.64092497e-01
    6.71885333e-01  -1.53093946e-01  -1.77352432e-01   2.52279838e-01
    1.72750715e-01  -4.19612686e-01]
 [ -2.84786482e-01  -1.96870349e-01   8.34987153e-02  -8.69475861e-02
    5.50185638e-01  -2.13788364e-01  -2.09762451e-01   1.95457366e-01
    3.69947698e-01  -3.50671939e-01]
 [  1.61746284e-01  -6.81395353e-02  -5.01540508e-02   1.01232159e-01
    3.94969156e-01  -1.87862897e-01  -1.53311786e-01  -4.82193996e-02
    4.67349485e-02  -1.77341450e-01]
 [ -2.93741120e-01  -1.86712013e-01   2.79767186e-01  -1.47938662e-02
   -5.34110397e-02   7.88727494e-02   1.15074736e-01   1.81538448e-01
   -9.23469813e-03  -1.04185142e-01]
 [  1.32527779e-01   1.92625532e-02   2.34702759e-01  -2.15208038e-01
   -4.72325294e-02   9.73276017e-02   1.14584516e-01   1.61224016e-01
    8.66444667e-02  -7.69567484e-02]
 [  1.45754943e-01   9.76708067e-02  -1.04845932e-01  -9.99521748e-02
   -2.25479418e-01   2.05334009e-01   7.47533492e-02  -1.98377680e-01
   -1.13443370e-01   2.43719273e-02]
 [ -1.40638877e-01   1.52864493e-01  -2.22105475e-01  -4.10592913e-02
   -4.12450234e-01   8.50972812e-02   1.93858721e-01   8.33197961e-02
    1.62278497e-02   8.97190099e-02]
 [  3.79633806e-02   9.03405376e-02  -7.56781098e-03   6.74660046e-02
   -1.09749667e-01   1.63948901e-01  -2.89352719e-01  -5.69699250e-02
   -3.88425325e-02  -1.41365034e-01]
 [  2.35205231e-02   1.05944009e-02   2.00312458e-01  -1.45956577e-01
   -1.09060199e-01  -1.93551925e-01   1.38027350e-01  -2.01089751e-01
    1.61183824e-02   1.62099196e-01]
 [  3.72880086e-02   2.51282721e-01   3.83079412e-01   2.14349518e-01
    1.32842565e-02   3.62777294e-02   1.11814146e-01  -8.28774993e-02
    1.43811302e-01  -1.07510338e-02]
 [  1.50695044e-02   1.40609854e-02   4.89651396e-02   6.85614898e-02
   -6.17160912e-02  -1.22004691e-01   8.06203305e-02  -1.42159787e-01
    5.98762379e-02   8.95979338e-02]
 [ -4.24679060e-02   2.15033353e-01   2.71726501e-01  -1.03048884e-01
   -1.09980701e-01  -2.67980680e-02  -1.54819756e-02   9.05828160e-02
   -2.45666892e-01   3.13348709e-02]
 [ -9.05105020e-02   5.27221027e-04   2.05689107e-01  -3.64592567e-02
   -1.23417099e-01  -1.23122477e-01  -1.64609030e-01  -1.38364164e-01
   -2.17380949e-01   1.93952364e-02]
 [  8.42112702e-02  -2.98935186e-01   9.47673772e-02   6.65034114e-02
    5.55977308e-02   1.42446641e-01   1.71807183e-01   3.75745025e-02
   -1.03206819e-01   1.59511759e-01]]
final_inputs_run [[-1.27580684]
 [-1.3027161 ]
 [-1.36028545]
 ..., 
 [-0.16471135]
 [ 0.07234795]
 [ 0.40358049]]
final_outputs_run [[-1.27580684]
 [-1.3027161 ]
 [-1.36028545]
 ..., 
 [-0.16471135]
 [ 0.07234795]
 [ 0.40358049]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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final_inputs_run [[ 0.73353468]
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 ..., 
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final_outputs_run [[ 0.73353468]
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 ..., 
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Progress: 2.6% ... Training loss: 0.428 ... Validation loss: 0.707[ 0.04240946]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
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16846         0         1             0    ...          0      0      0   
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16861         0         1             0    ...          0      0      0   
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16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
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16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16874          0          1          0          0          0          0   

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[1440 rows x 56 columns]
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 [  9.57930458e-02   1.51685349e-01  -2.35855414e-02   3.48610875e-04
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   -1.43255626e-01  -1.38370017e-02]
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   -7.93722604e-02  -1.35429510e-01]
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   -2.22439547e-01  -3.03439127e-01   5.06931623e-02  -8.95761703e-02
   -8.83511933e-02  -1.50445418e-01]
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   -2.63545974e-02  -4.68017231e-02   3.70202454e-02   6.40247699e-02
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   -8.36669458e-02   1.44692365e-01]
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   -4.14290745e-01   1.86365682e-01   2.00485658e-01  -7.43908263e-02
    2.24291643e-01   1.73167622e-01]
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   -3.45803563e-01   1.31933537e-02   3.73349031e-02   5.62966024e-02
   -1.15087346e-01   3.18319746e-01]
 [  2.39516227e-01   2.54569012e-01  -1.33093099e-01   2.95935901e-01
   -3.86435522e-01  -4.03314017e-03  -3.02721242e-03   1.02912047e-01
    8.79927968e-02   4.09629182e-01]
 [ -1.12432691e-01   1.37695607e-01  -2.57424537e-01   1.89521579e-01
   -4.69519875e-01  -6.93919492e-02  -8.14479256e-02  -1.49805448e-02
    9.35636249e-02  -1.04730564e-01]
 [  1.69791660e-01   3.63848050e-02  -1.56604487e-01  -2.06395417e-02
   -3.81202548e-01  -2.57215950e-02   1.48271036e-01  -6.75493470e-02
   -2.04772369e-01   2.14188387e-01]
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   -4.89674775e-01  -4.29205923e-02   2.31454973e-01  -1.38247485e-01
   -1.31892146e-01   1.79852285e-01]
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   -1.15438395e-01   9.35360046e-02   7.11278776e-02   1.26878852e-01
    2.55727370e-01   3.38771455e-02]
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   -5.33742056e-02  -1.17105942e-01]
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   -1.22331152e-01  -4.15621386e-01]
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    3.93736655e-03  -9.27349006e-02]
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   -2.01286064e-02  -1.37590069e-01]
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   -2.03497311e-01  -2.19592495e-02  -2.22134034e-02   8.09759144e-02
   -1.51299066e-01  -4.96736432e-02]
 [  1.03988527e-01   1.03379510e-04   1.14543179e-02  -1.15944016e-01
   -4.10597417e-02   4.85552586e-02  -1.15079658e-01   7.44550533e-02
    2.84379947e-02   9.19624134e-03]
 [ -1.46359027e-01   1.67376548e-01   1.25407137e-01   4.05520309e-02
    1.53106728e-01  -1.55589925e-01  -1.51632150e-01  -1.37909427e-01
    2.32024761e-04   1.40575642e-01]
 [  1.68212228e-01   2.29940580e-01   9.58820899e-02   1.19868375e-01
   -5.01960872e-02  -2.59232070e-01  -8.36750299e-02  -8.64025040e-02
   -1.11524208e-01   1.43566498e-01]
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   -5.82544644e-02  -1.20514458e-02  -9.35902662e-02   3.92131962e-02
    1.24259167e-01  -1.54823526e-01]
 [  2.19851213e-02  -4.32241204e-03   1.42940984e-01  -1.02779902e-01
   -3.51677419e-02   1.95016894e-01  -1.32676608e-02   1.01666111e-01
    1.57734516e-01  -3.84104367e-01]
 [  1.08797447e-01  -2.61567587e-01   9.48253416e-02  -3.64290328e-01
    6.72608088e-01  -1.53198731e-01  -1.77512696e-01   2.52433604e-01
    1.72814774e-01  -4.19938734e-01]
 [ -2.85080265e-01  -1.97309659e-01   8.38571421e-02  -8.72851121e-02
    5.51276157e-01  -2.13962142e-01  -2.10023686e-01   1.95758048e-01
    3.70094401e-01  -3.51216125e-01]
 [  1.61130711e-01  -6.88114186e-02  -4.94675039e-02   1.00637786e-01
    3.96677075e-01  -1.88194800e-01  -1.53838963e-01  -4.77244542e-02
    4.69714722e-02  -1.78357946e-01]
 [ -2.93976458e-01  -1.87020871e-01   2.80030037e-01  -1.50692001e-02
   -5.22149303e-02   7.87034106e-02   1.14821207e-01   1.81771723e-01
   -9.11381290e-03  -1.04683530e-01]
 [  1.32713449e-01   1.94411616e-02   2.34537536e-01  -2.15041339e-01
   -4.79211825e-02   9.74238744e-02   1.14725115e-01   1.61094043e-01
    8.65767053e-02  -7.66758820e-02]
 [  1.45663135e-01   9.75757638e-02  -1.04740986e-01  -1.00057736e-01
   -2.25189948e-01   2.05275014e-01   7.46688173e-02  -1.98302375e-01
   -1.13402492e-01   2.42059591e-02]
 [ -1.40331034e-01   1.53244724e-01  -2.22437294e-01  -4.07493597e-02
   -4.13709010e-01   8.52745187e-02   1.94128711e-01   8.30596046e-02
    1.60959948e-02   9.02479392e-02]
 [  3.82654668e-02   9.05867931e-02  -7.78492350e-03   6.76959592e-02
   -1.10456266e-01   1.64094012e-01  -2.89186040e-01  -5.71325233e-02
   -3.89133745e-02  -1.40937658e-01]
 [  2.35675289e-02   1.07113535e-02   2.00240783e-01  -1.45898585e-01
   -1.09363687e-01  -1.93547219e-01   1.38049083e-01  -2.01124411e-01
    1.61066070e-02   1.62166210e-01]
 [  3.76943467e-02   2.51743133e-01   3.82661231e-01   2.14749340e-01
    1.16589064e-02   3.65156626e-02   1.12177582e-01  -8.32233811e-02
    1.43633007e-01  -1.00440974e-02]
 [  1.48838004e-02   1.38657498e-02   4.92122337e-02   6.83566291e-02
   -6.15441010e-02  -1.22111916e-01   8.04661147e-02  -1.42020517e-01
    5.99249200e-02   8.92709747e-02]
 [ -4.22121549e-02   2.15429761e-01   2.71508376e-01  -1.02776431e-01
   -1.11269316e-01  -2.66087869e-02  -1.51977344e-02   9.03324846e-02
   -2.45801171e-01   3.18440405e-02]
 [ -9.01969333e-02   7.72606137e-04   2.05505545e-01  -3.62638670e-02
   -1.24619726e-01  -1.22972477e-01  -1.64420083e-01  -1.38510642e-01
   -2.17452138e-01   1.98155145e-02]
 [  8.46724934e-02  -2.98470885e-01   9.42287523e-02   6.70298448e-02
    5.41516085e-02   1.42712656e-01   1.72178196e-01   3.72324761e-02
   -1.03378340e-01   1.60246366e-01]]
final_inputs_run [[ 0.70150449]
 [ 0.56623583]
 [ 0.65499213]
 ..., 
 [ 0.5790608 ]
 [ 0.19571359]
 [ 0.16755165]]
final_outputs_run [[ 0.70150449]
 [ 0.56623583]
 [ 0.65499213]
 ..., 
 [ 0.5790608 ]
 [ 0.19571359]
 [ 0.16755165]]
Progress: 2.6% ... Training loss: 0.426 ... Validation loss: 0.708[-0.7586277]
[ 0.18668414]
[-0.21794733]
[ 0.33290257]
[ 1.602891]
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[ 0.46527497]
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[ 2.55155811]
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[ 0.21287574]
[ 1.0296268]
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[ 2.28511472]
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[-0.87778787]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
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final_inputs_run [[-1.29876973]
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final_outputs_run [[-1.29876973]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15458         0         1             1    ...          0      0      0   
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15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
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16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
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15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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15451          0          0          0          0          1          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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   -1.32106228e-01   1.80781083e-01]
 [  9.48991984e-03   1.33969592e-01  -1.35208266e-01   7.44703494e-02
   -1.15946548e-01   9.36052570e-02   7.12151803e-02   1.26795056e-01
    2.55686303e-01   3.40891427e-02]
 [ -1.65073766e-01  -2.19347806e-01  -4.29835013e-03  -2.25195863e-01
    3.90032088e-01  -2.06303474e-02   1.36402649e-01   2.20755832e-02
   -5.33821855e-02  -1.17084475e-01]
 [ -3.83025310e-01  -3.86759780e-01   2.22118122e-02  -1.07727692e-01
    4.60281383e-01  -1.22929286e-01  -2.44670873e-01   1.67182432e-01
   -1.22283930e-01  -4.15768674e-01]
 [  1.60752573e-01   2.02381084e-01   3.87450854e-02  -6.48875538e-02
    1.05546527e-01   4.22310668e-02  -8.68736076e-02  -7.08708500e-02
    3.93954407e-03  -9.27442474e-02]
 [  6.52184563e-02   4.17341896e-02  -2.38808311e-01   1.24229688e-01
    7.63638924e-02  -4.82642320e-02   1.89460436e-01   5.89905611e-03
   -2.02206132e-02  -1.37177518e-01]
 [  1.49795513e-02   1.63215151e-01   1.61464917e-01  -4.79788963e-02
   -2.02807582e-01  -2.20806920e-02  -2.23805873e-02   8.11205592e-02
   -1.51225345e-01  -4.99790028e-02]
 [  1.03651757e-01  -2.59456156e-04   1.17791218e-02  -1.16289735e-01
   -3.96344692e-02   4.83567095e-02  -1.15334107e-01   7.47046411e-02
    2.85672527e-02   8.62783177e-03]
 [ -1.46350586e-01   1.67309883e-01   1.25473588e-01   4.05522640e-02
    1.52952411e-01  -1.55621378e-01  -1.51679199e-01  -1.37871784e-01
    2.56461578e-04   1.40534396e-01]
 [  1.68250391e-01   2.30019467e-01   9.59147093e-02   1.19908572e-01
   -5.05045950e-02  -2.59209408e-01  -8.36248865e-02  -8.64387855e-02
   -1.11546485e-01   1.43664116e-01]
 [  3.46973374e-02  -1.49606501e-01   8.44219657e-02   2.00363327e-01
   -5.75706375e-02  -1.21535334e-02  -9.37185651e-02   3.93421266e-02
    1.24324720e-01  -1.55103022e-01]
 [  2.18770509e-02  -4.45509193e-03   1.43099928e-01  -1.02921589e-01
   -3.47480817e-02   1.94949884e-01  -1.33573756e-02   1.01753786e-01
    1.57779237e-01  -3.84289223e-01]
 [  1.08124929e-01  -2.62313355e-01   9.56187502e-02  -3.64896110e-01
    6.74936954e-01  -1.53534260e-01  -1.78160888e-01   2.52985667e-01
    1.73112862e-01  -4.20922658e-01]
 [ -2.85757189e-01  -1.98179859e-01   8.46667201e-02  -8.80264263e-02
    5.53755733e-01  -2.14367547e-01  -2.10670308e-01   1.96339256e-01
    3.70383165e-01  -3.52355564e-01]
 [  1.60745840e-01  -6.92284819e-02  -4.90782203e-02   1.00281666e-01
    3.97961131e-01  -1.88394803e-01  -1.54151135e-01  -4.74398571e-02
    4.71111426e-02  -1.78970606e-01]
 [ -2.93913061e-01  -1.86975022e-01   2.79980715e-01  -1.50167661e-02
   -5.23023368e-02   7.87236210e-02   1.14847105e-01   1.81734235e-01
   -9.13085319e-03  -1.04596936e-01]
 [  1.32801436e-01   1.95282814e-02   2.34457304e-01  -2.14974925e-01
   -4.82377020e-02   9.74735525e-02   1.14794313e-01   1.61035287e-01
    8.65466200e-02  -7.65610168e-02]
 [  1.45517448e-01   9.74013093e-02  -1.04576312e-01  -1.00213228e-01
   -2.24679826e-01   2.05190756e-01   7.45427758e-02  -1.98184845e-01
   -1.13344354e-01   2.39508834e-02]
 [ -1.40204095e-01   1.53414555e-01  -2.22602751e-01  -4.06003437e-02
   -4.14312757e-01   8.53628757e-02   1.94248737e-01   8.29484118e-02
    1.60378851e-02   9.05046642e-02]
 [  3.76114074e-02   8.98177283e-02  -7.01950231e-03   6.70565218e-02
   -1.08396615e-01   1.63691112e-01  -2.89760798e-01  -5.66068815e-02
   -3.86543157e-02  -1.41949146e-01]
 [  2.43102289e-02   1.15087780e-02   1.99594570e-01  -1.45263053e-01
   -1.12163110e-01  -1.93148035e-01   1.38634563e-01  -2.01661804e-01
    1.58366720e-02   1.63334164e-01]
 [  3.83082890e-02   2.52438023e-01   3.82080780e-01   2.15353432e-01
    9.34821392e-03   3.68463062e-02   1.12688384e-01  -8.36963451e-02
    1.43399604e-01  -9.02628584e-03]
 [  1.44360450e-02   1.33894408e-02   4.97374381e-02   6.79051111e-02
   -6.00948169e-02  -1.22370845e-01   8.00646505e-02  -1.41669372e-01
    6.01050100e-02   8.86058039e-02]
 [ -4.15442906e-02   2.16157767e-01   2.70981952e-01  -1.02217322e-01
   -1.13435607e-01  -2.62143641e-02  -1.47379826e-02   8.98849134e-02
   -2.46008615e-01   3.28863235e-02]
 [ -9.10818613e-02  -3.36648439e-04   2.06534136e-01  -3.71674373e-02
   -1.21351606e-01  -1.23495432e-01  -1.65303206e-01  -1.37720977e-01
   -2.17047777e-01   1.83280761e-02]
 [  8.44637009e-02  -2.98719633e-01   9.43818796e-02   6.68891444e-02
    5.48551916e-02   1.42596976e-01   1.71977904e-01   3.73793126e-02
   -1.03299475e-01   1.59919290e-01]]
final_inputs_run [[ 0.71819264]
 [ 0.57876567]
 [ 0.66640124]
 ..., 
 [ 0.58835577]
 [ 0.20435256]
 [ 0.17781276]]
final_outputs_run [[ 0.71819264]
 [ 0.57876567]
 [ 0.66640124]
 ..., 
 [ 0.58835577]
 [ 0.20435256]
 [ 0.17781276]]
Progress: 2.6% ... Training loss: 0.426 ... Validation loss: 0.706[-0.72626373]
[-0.45039338]
[-0.18639484]
[-0.26376482]
[ 0.06130114]
[ 0.62280099]
[ 0.26801269]
[ 0.19762807]
[-0.54199671]
[-0.09828479]
[-0.21964142]
[-0.22853919]
[-0.01949626]
[ 0.12403665]
[ 0.10798908]
[-1.0391849]
[ 0.35085643]
[-0.27596023]
[-0.60400975]
[ 0.31496193]
[-0.05343326]
[ 0.01669451]
[-0.28042065]
[ 0.13717573]
[-0.62072577]
[-0.41588727]
[ 0.05206303]
[-0.41984634]
[-0.8601835]
[-0.23036606]
[-0.3464678]
[ 0.02430588]
[ 1.01791896]
[ 0.57325094]
[-0.16759595]
[-0.27765665]
[-0.3507071]
[ 1.00971999]
[ 0.92253346]
[ 0.03997656]
[ 0.33790625]
[-0.18210519]
[ 2.17354821]
[-0.25432121]
[-0.45453858]
[-0.20559508]
[-0.27008017]
[ 0.07797576]
[ 1.30496355]
[-0.48869912]
[-0.78505416]
[-0.14258201]
[-0.27885341]
[ 0.20941736]
[ 0.15330534]
[-0.57467466]
[-0.07700098]
[ 0.25334034]
[-0.24746704]
[-1.04181791]
[-0.67451437]
[ 0.96121561]
[ 0.30634315]
[-0.2109759]
[-0.36242807]
[ 1.46565181]
[-0.50665231]
[-0.75518176]
[-0.21874504]
[ 1.32567791]
[-0.81372979]
[-0.19490073]
[-0.98209483]
[ 0.8592869]
[ 0.83935661]
[-0.26258813]
[ 0.48477539]
[-0.27679535]
[-0.07392989]
[ 1.6754447]
[ 1.42286694]
[-0.28770217]
[ 0.06950332]
[-0.28672025]
[-0.59480338]
[ 0.06706309]
[-0.4930439]
[-0.57060427]
[ 1.06944061]
[ 0.60203669]
[ 0.0106286]
[-0.30881397]
[ 0.99908134]
[-0.03497134]
[ 0.45671577]
[-0.00926955]
[ 0.09672478]
[-0.35894533]
[ 0.51745469]
[-0.72393394]
[-0.00845521]
[ 0.13591915]
[-0.21760164]
[-1.05796481]
[-0.44895433]
[-0.16631612]
[ 2.06904572]
[ 0.80753699]
[-0.15742118]
[ 1.67192015]
[ 0.79715687]
[ 0.46487998]
[-1.01068863]
[-0.44725401]
[ 0.08659169]
[ 0.65001329]
[ 0.90508292]
[-0.47661294]
[-0.81311315]
[ 2.00578945]
[ 0.68333744]
[ 0.03190667]
[ 0.23759333]
[-0.08172477]
[-0.18026226]
[-0.26775897]
[ 0.69339603]
[-0.09026697]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
15426          0          0          1          0          0          0   
15427          0          0          0          1          0          0   
15428          0          0          0          1          0          0   
15429          0          0          0          1          0          0   
15430          0          0          0          1          0          0   
15431          0          0          0          1          0          0   
15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
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15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
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15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
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15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
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16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
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16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
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    1.58705485e-02   9.11912086e-02]
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    1.61803269e-02   1.61895346e-01]
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    5.77935924e-02   1.42074521e-01   1.71214538e-01   3.80628820e-02
   -1.02942655e-01   1.58521250e-01]]
final_inputs_run [[ 0.74704045]
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 ..., 
 [ 0.62520033]
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final_outputs_run [[ 0.74704045]
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 ..., 
 [ 0.62520033]
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Progress: 2.6% ... Training loss: 0.426 ... Validation loss: 0.702[-0.28711617]
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[ 0.23213669]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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2             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15426         0         1             0    ...          0      0      1   
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15433         0         1             0    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.72522119e-01  -2.17745567e-01   1.46130668e-01  -1.74104193e-01
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    4.76344316e-02   1.28160708e-01]
 [  9.57562409e-02   1.51497926e-01  -2.31996322e-02   4.94932836e-05
    2.57236704e-02  -3.49934011e-02  -2.46204542e-01   2.45332804e-01
   -1.43188253e-01  -1.41067307e-02]
 [ -3.71396491e-02   2.89010869e-01  -1.07647694e-01   3.09516526e-02
    8.15015737e-02  -5.43884686e-02  -8.76555901e-02  -2.58733125e-01
   -7.92856613e-02  -1.35780237e-01]
 [ -5.52331078e-02   1.57979381e-01  -1.06777003e-01  -2.82768734e-01
   -2.23855523e-01  -3.03222758e-01   5.09346144e-02  -8.98694702e-02
   -8.84881222e-02  -1.49665232e-01]
 [  4.73097262e-02  -8.71205565e-03  -3.70206082e-02  -1.24661109e-01
   -3.00970818e-02  -4.62637153e-02   3.77201720e-02   6.33556817e-02
    7.07427848e-03   5.87512116e-02]
 [ -1.60729823e-01   1.24118371e-02  -3.84752826e-03   1.20174942e-01
   -2.74185337e-01   9.96596576e-02   6.86314721e-02   1.94902847e-01
    1.28065161e-01   2.60057853e-02]
 [ -5.95003874e-02   2.28233962e-01   1.65685979e-01   6.50522248e-02
   -1.74511575e-01   8.47610897e-02   1.63804724e-01  -1.89325965e-01
    1.76304606e-01   5.50845707e-02]
 [  2.07385249e-01  -6.13270899e-02  -2.12171570e-02  -2.08565712e-01
   -3.83422189e-02   1.56010819e-01  -4.20495525e-02  -2.69947052e-02
    1.07311294e-01   8.29229128e-02]
 [  1.89639727e-02   1.16255410e-02  -2.36606051e-01  -2.37542256e-01
    3.33884032e-01  -1.11691793e-01   9.17297194e-02   7.06900959e-02
    1.69761862e-03  -9.58322121e-02]
 [ -1.58463011e-01   9.27258708e-02  -2.22320496e-01   5.85534040e-02
    2.00005336e-01  -6.65369154e-02   5.66974700e-02  -9.33686455e-02
    2.13092883e-01   1.80251316e-01]
 [  1.00703929e-01   1.83671839e-01   3.81690478e-02  -6.37529470e-02
    5.85085034e-02   2.05442542e-01  -5.88381521e-02  -2.13549178e-01
   -8.36031457e-02   1.44418985e-01]
 [ -1.68764625e-02  -3.48660911e-02  -3.48941741e-03  -1.51598884e-01
    2.10470679e-01   2.40093178e-02   2.88829007e-02  -1.26348553e-01
    1.16268366e-01   6.41130323e-02]
 [  1.73141318e-01   6.45869696e-02  -2.48442389e-01  -1.65126598e-01
   -4.16229365e-01   1.86625225e-01   2.00863317e-01  -7.47494619e-02
    2.24124908e-01   1.73927494e-01]
 [  5.63284618e-02   4.51601817e-03  -2.33469120e-01   2.36271655e-01
   -3.48945945e-01   1.36495996e-02   3.79832552e-02   5.56858836e-02
   -1.15395686e-01   3.19656633e-01]
 [  2.40217480e-01   2.55314813e-01  -1.33803126e-01   2.96609379e-01
   -3.88915045e-01  -3.65730398e-03  -2.48732455e-03   1.02405430e-01
    8.77324706e-02   4.10733630e-01]
 [ -1.11301449e-01   1.39005924e-01  -2.58621374e-01   1.90684162e-01
   -4.73633291e-01  -6.87529304e-02  -8.05121966e-02  -1.58573169e-02
    9.31300741e-02  -1.02832120e-01]
 [  1.71111647e-01   3.79177219e-02  -1.57990435e-01  -1.92982086e-02
   -3.86077790e-01  -2.49858814e-02   1.49342433e-01  -6.85743252e-02
   -2.05281043e-01   2.16391666e-01]
 [  1.90956389e-01  -9.34634487e-02  -9.65165635e-02  -4.53157546e-02
   -4.96475551e-01  -4.18402902e-02   2.32976801e-01  -1.39711757e-01
   -1.32618505e-01   1.82996781e-01]
 [  1.00864750e-02   1.34606328e-01  -1.35780733e-01   7.50194586e-02
   -1.18172027e-01   9.39229046e-02   7.16714286e-02   1.26388352e-01
    2.55474410e-01   3.50106568e-02]
 [ -1.65974333e-01  -2.20405329e-01  -3.37141632e-03  -2.26108227e-01
    3.93365160e-01  -2.11527073e-02   1.35685684e-01   2.27740555e-02
   -5.30592158e-02  -1.18555212e-01]
 [ -3.83870621e-01  -3.88032094e-01   2.33382870e-02  -1.08791077e-01
    4.64294715e-01  -1.23496575e-01  -2.45526182e-01   1.68006556e-01
   -1.21846900e-01  -4.17469925e-01]
 [  1.60181293e-01   2.01773112e-01   3.93167858e-02  -6.54548917e-02
    1.07677966e-01   4.19133331e-02  -8.73312128e-02  -7.04417448e-02
    4.15416922e-03  -9.36717697e-02]
 [  6.56591028e-02   4.22421788e-02  -2.39298013e-01   1.24694313e-01
    7.46515753e-02  -4.80179761e-02   1.89838336e-01   5.54439266e-03
   -2.04005518e-02  -1.36442923e-01]
 [  1.44621762e-02   1.62660610e-01   1.62038570e-01  -4.85118540e-02
   -2.01107289e-01  -2.23806952e-02  -2.28030373e-02   8.15254917e-02
   -1.51026121e-01  -5.08201542e-02]
 [  1.03968218e-01   1.11567007e-04   1.14591607e-02  -1.15988895e-01
   -4.07874963e-02   4.85359474e-02  -1.15069765e-01   7.44624242e-02
    2.84455706e-02   9.16263238e-03]
 [ -1.45987910e-01   1.67741512e-01   1.25068106e-01   4.09518308e-02
    1.51477734e-01  -1.55413341e-01  -1.51341966e-01  -1.38187565e-01
    9.91887788e-05   1.41191317e-01]
 [  1.68421503e-01   2.30190991e-01   9.57929125e-02   1.20067577e-01
   -5.10264957e-02  -2.59140267e-01  -8.34819137e-02  -8.65513262e-02
   -1.11610133e-01   1.43917727e-01]
 [  3.48334425e-02  -1.49288749e-01   8.41671805e-02   2.00627423e-01
   -5.86987827e-02  -1.20388286e-02  -9.34497889e-02   3.90890320e-02
    1.24195716e-01  -1.54665676e-01]
 [  2.08111479e-02  -5.68735891e-03   1.44231590e-01  -1.03980015e-01
   -3.07071438e-02   1.94298615e-01  -1.42858656e-02   1.02603015e-01
    1.58220032e-01  -3.86014239e-01]
 [  1.07298498e-01  -2.63316948e-01   9.64789841e-02  -3.65725422e-01
    6.77822940e-01  -1.54012745e-01  -1.78958191e-01   2.53657277e-01
    1.73467514e-01  -4.22307063e-01]
 [ -2.86912900e-01  -1.99724341e-01   8.62534625e-02  -8.94241159e-02
    5.57307658e-01  -2.15031965e-01  -2.11856942e-01   1.97451014e-01
    3.70936309e-01  -3.54573605e-01]
 [  1.59561513e-01  -7.06349455e-02  -4.77727582e-02   9.90378773e-02
    4.02097809e-01  -1.89078976e-01  -1.55193373e-01  -4.64631340e-02
    4.76103982e-02  -1.80995309e-01]
 [ -2.93932922e-01  -1.87018540e-01   2.80016107e-01  -1.50613021e-02
   -5.20768805e-02   7.86988620e-02   1.14808120e-01   1.81769443e-01
   -9.11335539e-03  -1.04677987e-01]
 [  1.33246173e-01   2.00375266e-02   2.34096609e-01  -2.14617263e-01
   -5.00115880e-02   9.77418001e-02   1.15176736e-01   1.60695837e-01
    8.63651233e-02  -7.58079565e-02]
 [  1.45691587e-01   9.76212601e-02  -1.04751809e-01  -1.00039613e-01
   -2.25427807e-01   2.05296086e-01   7.46955937e-02  -1.98333404e-01
   -1.13416454e-01   2.42599226e-02]
 [ -1.39295700e-01   1.54573899e-01  -2.23670126e-01  -3.96218193e-02
   -4.18166536e-01   8.59102000e-02   1.95077413e-01   8.21525743e-02
    1.56383549e-02   9.21365203e-02]
 [  3.88279782e-02   9.12800800e-02  -8.33320032e-03   6.82919299e-02
   -1.13183984e-01   1.64419838e-01  -2.88703340e-01  -5.75678700e-02
   -3.91339022e-02  -1.39988808e-01]
 [  2.32677749e-02   1.02536481e-02   2.00775259e-01  -1.46387507e-01
   -1.08960987e-01  -1.93755674e-01   1.37732366e-01  -2.00806118e-01
    1.62512305e-02   1.61528361e-01]
 [  3.97712495e-02   2.53990564e-01   3.80579673e-01   2.16725345e-01
    3.78407060e-03   3.76275789e-02   1.13764533e-01  -8.47872795e-02
    1.42849418e-01  -6.61290808e-03]
 [  1.42670838e-02   1.31766841e-02   5.01119801e-02   6.76293663e-02
   -6.02219224e-02  -1.22521583e-01   7.98223513e-02  -1.41439667e-01
    6.02106533e-02   8.82536721e-02]
 [ -4.14430848e-02   2.16217720e-01   2.70899358e-01  -1.02078372e-01
   -1.13691950e-01  -2.61828350e-02  -1.47203107e-02   8.98208719e-02
   -2.46001461e-01   3.30334970e-02]
 [ -9.14863690e-02  -9.21685811e-04   2.07219654e-01  -3.77722360e-02
   -1.19408792e-01  -1.23769798e-01  -1.65717394e-01  -1.37285936e-01
   -2.16829671e-01   1.75520539e-02]
 [  8.43369094e-02  -2.99044423e-01   9.47233377e-02   6.66616763e-02
    5.52401464e-02   1.42452647e-01   1.71751161e-01   3.75638149e-02
   -1.03204928e-01   1.59576492e-01]]
final_inputs_run [[-1.30855918]
 [-1.33590385]
 [-1.39450835]
 ..., 
 [-0.18898357]
 [ 0.04988213]
 [ 0.38845353]]
final_outputs_run [[-1.30855918]
 [-1.33590385]
 [-1.39450835]
 ..., 
 [-0.18898357]
 [ 0.04988213]
 [ 0.38845353]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
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Progress: 2.6% ... Training loss: 0.424 ... Validation loss: 0.704[ 0.25136274]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
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28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
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15416   1        0  0.015647  0.221693  -0.456086         0         0   
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15421   1        0  0.015647  0.480854   0.276298         0         0   
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15427   1        0 -0.192085  1.310171  -0.821460         0         0   
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15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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       weekday_6  
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[15435 rows x 56 columns]
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final_inputs_run [[-1.33443814]
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 ..., 
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final_outputs_run [[-1.33443814]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
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15446          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
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16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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16857          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
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16874          0  

[1440 rows x 56 columns]
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   -1.11433050e-01   1.43199720e-01]
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    1.24370269e-01  -1.55373265e-01]
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    1.55676195e-02   9.24431177e-02]
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   -1.23591947e-01  -1.23134772e-01  -1.64817099e-01  -1.38100712e-01
   -2.17242684e-01   1.94738971e-02]
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    5.70153305e-02   1.42137495e-01   1.71241157e-01   3.79995500e-02
   -1.02974447e-01   1.58685497e-01]]
final_inputs_run [[ 0.70217102]
 [ 0.56425369]
 [ 0.65091587]
 ..., 
 [ 0.5785036 ]
 [ 0.1870232 ]
 [ 0.1574286 ]]
final_outputs_run [[ 0.70217102]
 [ 0.56425369]
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 ..., 
 [ 0.5785036 ]
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Progress: 2.6% ... Training loss: 0.423 ... Validation loss: 0.703[ 0.39795083]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
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final_inputs_run [[-1.30641166]
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 ..., 
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final_outputs_run [[-1.30641166]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15454         0         1             1    ...          0      0      0   
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15456         0         1             1    ...          0      0      0   
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15458         0         1             1    ...          0      0      0   
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15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
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15441          0          0          0          1          0          0   
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15451          0          0          0          0          1          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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16874          0  

[1440 rows x 56 columns]
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 [  5.75833356e-02   6.03633513e-03  -2.34864834e-01   2.37623041e-01
   -3.53892062e-01   1.43956251e-02   3.90870126e-02   5.47161260e-02
   -1.15900386e-01   3.21894783e-01]
 [  2.41050107e-01   2.56223312e-01  -1.34632211e-01   2.97426529e-01
   -3.91935067e-01  -3.20285691e-03  -1.85071060e-03   1.01846156e-01
    8.74543407e-02   4.12063799e-01]
 [ -1.09983994e-01   1.40553566e-01  -2.60040095e-01   1.92052497e-01
   -4.78651490e-01  -6.80110140e-02  -7.94006023e-02  -1.68619459e-02
    9.26297134e-02  -1.00624973e-01]
 [  1.72021234e-01   3.89057090e-02  -1.58881306e-01  -1.84232034e-02
   -3.89336677e-01  -2.45030603e-02   1.50032315e-01  -6.92240132e-02
   -2.05599836e-01   2.17789089e-01]
 [  1.91561243e-01  -9.27866953e-02  -9.71213722e-02  -4.47149126e-02
   -4.98583038e-01  -4.15051853e-02   2.33451403e-01  -1.40154584e-01
   -1.32840177e-01   1.83961153e-01]
 [  1.06078169e-02   1.35193797e-01  -1.36315553e-01   7.55353556e-02
   -1.20078305e-01   9.42136743e-02   7.20961068e-02   1.26002817e-01
    2.55296186e-01   3.58330098e-02]
 [ -1.66399255e-01  -2.20940429e-01  -2.88955645e-03  -2.26571449e-01
    3.95112459e-01  -2.14195918e-02   1.35291522e-01   2.31321709e-02
   -5.28794849e-02  -1.19338172e-01]
 [ -3.84983041e-01  -3.89437005e-01   2.45966770e-02  -1.10018178e-01
    4.68648121e-01  -1.24120548e-01  -2.46544721e-01   1.68920141e-01
   -1.21400791e-01  -4.19314975e-01]
 [  1.60205120e-01   2.01852896e-01   3.92987333e-02  -6.54307322e-02
    1.07529807e-01   4.19468757e-02  -8.72911941e-02  -7.04818116e-02
    4.13732831e-03  -9.36129697e-02]
 [  6.55112130e-02   4.20919462e-02  -2.39192880e-01   1.24568698e-01
    7.51273656e-02  -4.80995604e-02   1.89744840e-01   5.64324635e-03
   -2.03533251e-02  -1.36659665e-01]
 [  1.41774101e-02   1.62336714e-01   1.62389662e-01  -4.88415697e-02
   -2.00025112e-01  -2.25590503e-02  -2.30588526e-02   8.17616350e-02
   -1.50910670e-01  -5.13097545e-02]
 [  1.03431256e-01  -4.08019782e-04   1.20566062e-02  -1.16455190e-01
   -3.90797138e-02   4.82218641e-02  -1.15497095e-01   7.48423606e-02
    2.86470071e-02   8.31086201e-03]
 [ -1.45838615e-01   1.67988355e-01   1.24869606e-01   4.11510586e-02
    1.50698182e-01  -1.55311607e-01  -1.51149269e-01  -1.38350774e-01
    1.61173896e-05   1.41550768e-01]
 [  1.68005804e-01   2.29963419e-01   9.62168728e-02   1.19803482e-01
   -5.02006710e-02  -2.59289322e-01  -8.37099311e-02  -8.63564559e-02
   -1.11507973e-01   1.43562815e-01]
 [  3.40423209e-02  -1.49987878e-01   8.50319228e-02   1.99861678e-01
   -5.55025372e-02  -1.24479391e-02  -9.41149495e-02   3.97005575e-02
    1.24513838e-01  -1.55918648e-01]
 [  2.06661234e-02  -5.88452752e-03   1.44415601e-01  -1.04146734e-01
   -3.00304056e-02   1.94188188e-01  -1.44500638e-02   1.02737371e-01
    1.58296321e-01  -3.86298931e-01]
 [  1.06154419e-01  -2.64580498e-01   9.76042230e-02  -3.66696933e-01
    6.81356235e-01  -1.54622410e-01  -1.80121459e-01   2.54642112e-01
    1.73980311e-01  -4.24017891e-01]
 [ -2.87475243e-01  -2.00512649e-01   8.69226631e-02  -9.00787601e-02
    5.59683496e-01  -2.15385959e-01  -2.12482611e-01   1.97990656e-01
    3.71208461e-01  -3.55691822e-01]
 [  1.59028422e-01  -7.12220748e-02  -4.72421767e-02   9.85412160e-02
    4.03703739e-01  -1.89361425e-01  -1.55624495e-01  -4.60615749e-02
    4.78092316e-02  -1.81821613e-01]
 [ -2.94237436e-01  -1.87412222e-01   2.80354374e-01  -1.53922760e-02
   -5.09516138e-02   7.85215494e-02   1.14557811e-01   1.82009602e-01
   -9.00137212e-03  -1.05188798e-01]
 [  1.33095338e-01   1.98771848e-02   2.34256148e-01  -2.14765358e-01
   -4.94144018e-02   9.76469743e-02   1.15039558e-01   1.60809681e-01
    8.64266431e-02  -7.60750717e-02]
 [  1.45744911e-01   9.76748192e-02  -1.04806864e-01  -1.00004287e-01
   -2.25613167e-01   2.05315280e-01   7.47333765e-02  -1.98367178e-01
   -1.13432471e-01   2.43048334e-02]
 [ -1.39009144e-01   1.54904742e-01  -2.23961616e-01  -3.93483241e-02
   -4.19244393e-01   8.60739074e-02   1.95303464e-01   8.19477459e-02
    1.55276377e-02   9.26116963e-02]
 [  3.82049923e-02   9.06021824e-02  -7.69846979e-03   6.76536971e-02
   -1.11058515e-01   1.64089610e-01  -2.89214854e-01  -5.70686421e-02
   -3.88774969e-02  -1.40976042e-01]
 [  2.28126077e-02   9.59390982e-03   2.01341525e-01  -1.46978949e-01
   -1.06874342e-01  -1.94084139e-01   1.37198104e-01  -2.00347539e-01
    1.65009818e-02   1.60569889e-01]
 [  3.89088068e-02   2.53117366e-01   3.81418992e-01   2.15992016e-01
    6.23383576e-03   3.72231009e-02   1.13045759e-01  -8.41456338e-02
    1.43157156e-01  -7.69508438e-03]
 [  1.44281368e-02   1.34971991e-02   4.99644685e-02   6.78584266e-02
   -6.11536221e-02  -1.22392610e-01   7.99611828e-02  -1.41571156e-01
    6.01520220e-02   8.87203622e-02]
 [ -4.10469594e-02   2.16637189e-01   2.70621864e-01  -1.01684274e-01
   -1.15359440e-01  -2.59809217e-02  -1.45480127e-02   8.96506179e-02
   -2.46088426e-01   3.36450720e-02]
 [ -8.96107427e-02   1.27284039e-03   2.05295795e-01  -3.58391747e-02
   -1.26415719e-01  -1.22723730e-01  -1.64178705e-01  -1.38683294e-01
   -2.17527487e-01   2.07333770e-02]
 [  8.35365645e-02  -2.99763743e-01   9.55850554e-02   6.59319924e-02
    5.79337015e-02   1.41997344e-01   1.70934375e-01   3.82462638e-02
   -1.02844279e-01   1.58177216e-01]]
final_inputs_run [[ 0.73157854]
 [ 0.59231192]
 [ 0.67927771]
 ..., 
 [ 0.60872308]
 [ 0.21775792]
 [ 0.18247843]]
final_outputs_run [[ 0.73157854]
 [ 0.59231192]
 [ 0.67927771]
 ..., 
 [ 0.60872308]
 [ 0.21775792]
 [ 0.18247843]]
Progress: 2.6% ... Training loss: 0.421 ... Validation loss: 0.698[-0.332638]
[-0.14396747]
[ 0.68585671]
[ 1.13416614]
[-0.17110335]
[ 0.31322101]
[-0.30464509]
[-0.93456289]
[-0.41876175]
[ 0.22208945]
[ 2.04000041]
[ 0.1007137]
[-0.71539231]
[-0.16847954]
[-0.48073467]
[ 0.26791761]
[-0.66184903]
[-0.4221296]
[ 1.31829208]
[ 0.4995928]
[ 0.70247239]
[ 1.45749257]
[ 1.50187308]
[ 0.18863538]
[ 0.5227103]
[-0.6451629]
[ 0.08970374]
[ 0.3346948]
[-0.79784882]
[-0.02945058]
[ 0.1289931]
[-0.23641524]
[ 0.03604459]
[-0.19729596]
[ 1.51219954]
[ 1.36205786]
[-0.3586541]
[-0.19459671]
[-0.10550211]
[-0.53318085]
[-0.21922393]
[ 0.05685969]
[ 0.25023711]
[-0.283622]
[-0.19406147]
[ 0.79853612]
[ 0.48481498]
[ 1.28481957]
[ 0.46516446]
[ 0.57739168]
[-0.21217343]
[ 1.83509035]
[-0.17405053]
[ 0.47232914]
[-1.19127558]
[-0.13846437]
[-0.23492354]
[-0.11440507]
[ 0.17786165]
[ 1.41996417]
[-0.29026627]
[-0.1165366]
[ 0.17646422]
[ 0.00674247]
[-0.75442071]
[ 1.8097516]
[ 0.06751962]
[-0.22379903]
[-0.70187111]
[ 1.5049968]
[-0.69648471]
[-0.59280484]
[ 0.16340211]
[ 1.14890324]
[ 0.36848579]
[-0.58989409]
[-0.64017908]
[-0.36152267]
[ 0.22433184]
[ 0.39235516]
[ 0.162609]
[-0.36026883]
[ 0.26951873]
[-0.34747975]
[ 0.24814346]
[-0.79605032]
[ 0.25720831]
[-0.54934291]
[ 0.8434721]
[ 0.26371309]
[ 0.61276456]
[-0.41595746]
[ 0.09092308]
[ 0.67922906]
[-0.09341717]
[ 0.39459835]
[-0.29152332]
[ 0.21799745]
[-0.20473175]
[ 0.14362344]
[ 0.49418669]
[ 1.27404093]
[ 0.10934906]
[-0.36686967]
[ 0.36607948]
[-0.53722125]
[ 0.2935703]
[-0.76190222]
[-0.88122192]
[-0.40462119]
[ 0.81134917]
[-0.13352095]
[-0.13740074]
[ 0.55302316]
[ 0.18489019]
[-0.13846437]
[ 0.60576746]
[ 1.77944033]
[ 1.26296046]
[ 0.0083641]
[-0.46121156]
[ 0.41916612]
[ 0.81741551]
[ 0.00802268]
[ 0.50213603]
[-0.8721555]
[-0.14098924]
[-0.31003468]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
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 [  1.57640331e-01  -7.27640143e-02  -4.58250956e-02   9.72263766e-02
    4.08272636e-01  -1.90059242e-01  -1.56774103e-01  -4.50003681e-02
    4.83405460e-02  -1.83995999e-01]
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   -4.83865238e-02   7.81418455e-02   1.14008448e-01   1.82511002e-01
   -8.74007726e-03  -1.06260604e-01]
 [  1.33186630e-01   1.99788739e-02   2.34149756e-01  -2.14668809e-01
   -4.97277658e-02   9.77041541e-02   1.15122167e-01   1.60737236e-01
    8.63858474e-02  -7.59205301e-02]
 [  1.45797445e-01   9.77282476e-02  -1.04851031e-01  -9.99669954e-02
   -2.25845632e-01   2.05339528e-01   7.47707882e-02  -1.98398051e-01
   -1.13450628e-01   2.43680024e-02]
 [ -1.38944244e-01   1.54975712e-01  -2.24029415e-01  -3.92831169e-02
   -4.19477754e-01   8.61111700e-02   1.95354841e-01   8.19000537e-02
    1.55028154e-02   9.27186003e-02]
 [  3.76821054e-02   9.00567867e-02  -7.18732453e-03   6.71258994e-02
   -1.09134592e-01   1.63787524e-01  -2.89588440e-01  -5.66659333e-02
   -3.86748233e-02  -1.41848456e-01]
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   -1.03490250e-01  -1.94641186e-01   1.36343761e-01  -1.99539291e-01
    1.69025786e-02   1.58944171e-01]
 [  3.86443964e-02   2.52767120e-01   3.81724637e-01   2.15710951e-01
    7.11620854e-03   3.70725665e-02   1.12800463e-01  -8.39373487e-02
    1.43239950e-01  -8.14042141e-03]
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   -5.77070213e-02  -1.22937861e-01   7.90586376e-02  -1.40755880e-01
    6.05391915e-02   8.70694167e-02]
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 [ -9.00025599e-02   8.02200802e-04   2.05745498e-01  -3.62159826e-02
   -1.25061454e-01  -1.22968695e-01  -1.64574571e-01  -1.38319169e-01
   -2.17325393e-01   2.01112161e-02]
 [  8.36789600e-02  -2.99585832e-01   9.53732940e-02   6.60965080e-02
    5.74627422e-02   1.42078608e-01   1.71070335e-01   3.81427911e-02
   -1.02903597e-01   1.58435252e-01]]
final_inputs_run [[ 0.81731715]
 [ 0.67839363]
 [ 0.762232  ]
 ..., 
 [ 0.69639398]
 [ 0.30579332]
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final_outputs_run [[ 0.81731715]
 [ 0.67839363]
 [ 0.762232  ]
 ..., 
 [ 0.69639398]
 [ 0.30579332]
 [ 0.26154061]]
Progress: 2.6% ... Training loss: 0.428 ... Validation loss: 0.697[-0.18648583]
[ 2.24035036]
[-0.41622591]
[ 0.58057795]
[ 0.90721313]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
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19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
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26            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
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15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
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15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
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...          ...  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.73609703e-01  -2.18712430e-01   1.47565776e-01  -1.74998233e-01
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    2.04489978e-01  -1.03986842e-03]
 [ -1.25695927e-01   1.00389167e-01  -1.36396057e-01   7.54716622e-02
    1.66406219e-01  -1.18795674e-01  -1.81206659e-01   3.01978591e-02
   -2.43778233e-01   2.16906334e-02]
 [ -1.39763489e-01   6.69347654e-02  -2.86475453e-03  -1.31947893e-01
   -9.63996079e-02  -2.11604334e-02   6.16720889e-02   6.44224330e-02
   -1.84278318e-01   1.56783606e-01]
 [  2.54024436e-01  -2.15499305e-01  -8.67502985e-02   7.77100491e-02
    1.57294819e-01   4.17850142e-02  -5.67398066e-02  -6.09518853e-02
    2.54196600e-01   2.41098424e-02]
 [ -9.53512727e-02   1.45566660e-01  -4.30938956e-02   1.92598252e-02
    1.27758785e-01  -1.00456905e-01  -4.18061940e-03  -2.40699614e-02
    4.77206459e-02   1.27739468e-01]
 [  9.60908094e-02   1.51675531e-01  -2.32969319e-02   1.27704810e-04
    2.47946002e-02  -3.49127347e-02  -2.46104046e-01   2.45274419e-01
   -1.43240201e-01  -1.38767618e-02]
 [ -3.84803581e-02   2.87670710e-01  -1.06164900e-01   2.96296971e-02
    8.59739744e-02  -5.51514176e-02  -8.87153446e-02  -2.57696833e-01
   -7.87586746e-02  -1.37788151e-01]
 [ -5.72643669e-02   1.55797657e-01  -1.04772719e-01  -2.84677482e-01
   -2.15830713e-01  -3.04282826e-01   4.90020528e-02  -8.81433182e-02
   -8.76111188e-02  -1.52672734e-01]
 [  4.57364590e-02  -1.04430757e-02  -3.52614064e-02  -1.26150787e-01
   -2.54727423e-02  -4.71100711e-02   3.62500780e-02   6.46373145e-02
    7.75573919e-03   5.61696030e-02]
 [ -1.58896543e-01   1.45524878e-02  -5.82805604e-03   1.22086973e-01
   -2.81146399e-01   1.00774078e-01   7.02328409e-02   1.93481987e-01
    1.27285922e-01   2.92558862e-02]
 [ -5.91866538e-02   2.28469442e-01   1.65564822e-01   6.52050859e-02
   -1.75294429e-01   8.48553090e-02   1.63958707e-01  -1.89460430e-01
    1.76226461e-01   5.53945819e-02]
 [  2.08348904e-01  -6.01542177e-02  -2.21824367e-02  -2.07586990e-01
   -4.19692791e-02   1.56518388e-01  -4.13396207e-02  -2.76345765e-02
    1.07042716e-01   8.44238176e-02]
 [  1.81843732e-02   1.07656062e-02  -2.35668697e-01  -2.38159208e-01
    3.35232668e-01  -1.12146778e-01   9.09389155e-02   7.12722038e-02
    2.03307301e-03  -9.71526253e-02]
 [ -1.58242049e-01   9.30023033e-02  -2.22610610e-01   5.87999929e-02
    1.99074220e-01  -6.64048441e-02   5.68764018e-02  -9.35487646e-02
    2.12997547e-01   1.80648022e-01]
 [  1.00996864e-01   1.83999139e-01   3.78737037e-02  -6.34623936e-02
    5.73933207e-02   2.05599985e-01  -5.85822628e-02  -2.13784088e-01
   -8.37298824e-02   1.44869260e-01]
 [ -1.71451876e-02  -3.51835020e-02  -3.16749565e-03  -1.51894500e-01
    2.11418576e-01   2.38393417e-02   2.86465025e-02  -1.26121226e-01
    1.16382378e-01   6.36496276e-02]
 [  1.73611886e-01   6.50990542e-02  -2.48958483e-01  -1.64751985e-01
   -4.18121730e-01   1.86872135e-01   2.01196205e-01  -7.50736557e-02
    2.23952496e-01   1.74676142e-01]
 [  5.85177935e-02   7.14469424e-03  -2.35915654e-01   2.38608144e-01
   -3.57508281e-01   1.49290371e-02   3.98936422e-02   5.39496647e-02
   -1.16288693e-01   3.23529955e-01]
 [  2.41816976e-01   2.57049096e-01  -1.35420523e-01   2.98164828e-01
   -3.94753791e-01  -2.79962071e-03  -1.25703492e-03   1.01266801e-01
    8.71592065e-02   4.13273350e-01]
 [ -1.09457695e-01   1.41135164e-01  -2.60596551e-01   1.92574774e-01
   -4.80687551e-01  -6.77090450e-02  -7.89908970e-02  -1.72703077e-02
    9.24156557e-02  -9.97954880e-02]
 [  1.72661252e-01   3.96129881e-02  -1.59512748e-01  -1.78003530e-02
   -3.91533684e-01  -2.41576329e-02   1.50512645e-01  -6.97149401e-02
   -2.05854763e-01   2.18807160e-01]
 [  1.93112100e-01  -9.09885592e-02  -9.88143057e-02  -4.31557176e-02
   -5.04275019e-01  -4.06125593e-02   2.34718044e-01  -1.41388282e-01
   -1.33459451e-01   1.86587188e-01]
 [  1.11142314e-02   1.35772267e-01  -1.36833287e-01   7.60250266e-02
   -1.22132185e-01   9.44864403e-02   7.24902130e-02   1.25618634e-01
    2.55102905e-01   3.66324737e-02]
 [ -1.66836542e-01  -2.21488998e-01  -2.43401005e-03  -2.27006246e-01
    3.96766862e-01  -2.16584843e-02   1.34938628e-01   2.34880740e-02
   -5.26928545e-02  -1.20040372e-01]
 [ -3.86123308e-01  -3.90840226e-01   2.59198163e-02  -1.11249239e-01
    4.72900052e-01  -1.24818100e-01  -2.47566760e-01   1.69898408e-01
   -1.20889025e-01  -4.21350380e-01]
 [  1.59436867e-01   2.00933270e-01   4.02326272e-02  -6.63054834e-02
    1.10536109e-01   4.14502147e-02  -8.79892642e-02  -6.98087655e-02
    4.47283116e-03  -9.50154623e-02]
 [  6.57440651e-02   4.23656827e-02  -2.39451005e-01   1.24809751e-01
    7.41049083e-02  -4.79732405e-02   1.89928953e-01   5.45712687e-03
   -2.04534429e-02  -1.36300556e-01]
 [  1.40071598e-02   1.62231744e-01   1.62560355e-01  -4.89755377e-02
   -1.99708101e-01  -2.26310732e-02  -2.31165561e-02   8.18602914e-02
   -1.50873716e-01  -5.15259177e-02]
 [  1.03257450e-01  -6.02749926e-04   1.22633157e-02  -1.16634947e-01
   -3.84016474e-02   4.81129659e-02  -1.15655021e-01   7.49872332e-02
    2.87253773e-02   8.00462784e-03]
 [ -1.45819083e-01   1.68180816e-01   1.24832516e-01   4.12160421e-02
    1.50356683e-01  -1.55272962e-01  -1.50984037e-01  -1.38467455e-01
   -4.61694933e-05   1.41735516e-01]
 [  1.68674929e-01   2.30739217e-01   9.55649791e-02   1.20424462e-01
   -5.27354955e-02  -2.58921877e-01  -8.31408777e-02  -8.69022953e-02
   -1.11794691e-01   1.44675557e-01]
 [  3.38865305e-02  -1.50113371e-01   8.52020517e-02   1.99730101e-01
   -5.48402377e-02  -1.25709949e-02  -9.42856468e-02   3.98337086e-02
    1.24588817e-01  -1.56196161e-01]
 [  2.04572918e-02  -6.01508135e-03   1.44599514e-01  -1.04285425e-01
   -2.94544279e-02   1.94085219e-01  -1.45792623e-02   1.02859388e-01
    1.58358731e-01  -3.86479914e-01]
 [  1.04085010e-01  -2.66967141e-01   9.97613256e-02  -3.68586699e-01
    6.88253280e-01  -1.55722407e-01  -1.81831922e-01   2.56256380e-01
    1.74777384e-01  -4.27267316e-01]
 [ -2.88678890e-01  -2.02142101e-01   8.84864776e-02  -9.14790292e-02
    5.64553569e-01  -2.16154185e-01  -2.13716770e-01   1.99159077e-01
    3.71819645e-01  -3.57999700e-01]
 [  1.57369522e-01  -7.30570524e-02  -4.55320930e-02   9.69811165e-02
    4.09217988e-01  -1.90186336e-01  -1.57000269e-01  -4.47782935e-02
    4.84556734e-02  -1.84442196e-01]
 [ -2.94954397e-01  -1.88387617e-01   2.81174995e-01  -1.62345958e-02
   -4.75268438e-02   7.80291098e-02   1.13856655e-01   1.82674713e-01
   -8.65825828e-03  -1.06600627e-01]
 [  1.33316407e-01   2.01270295e-02   2.34017528e-01  -2.14557205e-01
   -5.02208467e-02   9.77726448e-02   1.15224387e-01   1.60636437e-01
    8.63321788e-02  -7.57210890e-02]
 [  1.45902822e-01   9.78688256e-02  -1.04960883e-01  -9.98650504e-02
   -2.26283520e-01   2.05395416e-01   7.48493926e-02  -1.98480918e-01
   -1.13491731e-01   2.45406855e-02]
 [ -1.38678361e-01   1.55284760e-01  -2.24305391e-01  -3.90159575e-02
   -4.20507337e-01   8.62662206e-02   1.95570336e-01   8.16903057e-02
    1.53893177e-02   9.31594464e-02]
 [  3.86122185e-02   9.11453904e-02  -8.13793562e-03   6.80546081e-02
   -1.12761920e-01   1.64302292e-01  -2.88865976e-01  -5.73921672e-02
   -3.90531752e-02  -1.40353197e-01]
 [  2.17227360e-02   8.21127858e-03   2.02587676e-01  -1.48124707e-01
   -1.02922080e-01  -1.94748105e-01   1.36153186e-01  -1.99333903e-01
    1.70081832e-02   1.58595136e-01]
 [  3.93011871e-02   2.53512976e-01   3.81027037e-01   2.16391387e-01
    4.56846740e-03   3.74423135e-02   1.13356877e-01  -8.44898110e-02
    1.42954191e-01  -7.01845852e-03]
 [  1.41838131e-02   1.31739559e-02   5.04488038e-02   6.74034162e-02
   -6.05228676e-02  -1.22555489e-01   7.95637941e-02  -1.41274435e-01
    6.02606790e-02   8.81297438e-02]
 [ -4.17578324e-02   2.15894029e-01   2.71469931e-01  -1.02367631e-01
   -1.12841556e-01  -2.63590843e-02  -1.51296361e-02   9.01196613e-02
   -2.45800021e-01   3.25275888e-02]
 [ -9.03358845e-02   3.51168037e-04   2.06190427e-01  -3.65753466e-02
   -1.24250223e-01  -1.23203803e-01  -1.64889816e-01  -1.37972850e-01
   -2.17138883e-01   1.94896851e-02]
 [  8.35387294e-02  -2.99723175e-01   9.55007946e-02   6.60206314e-02
    5.80489904e-02   1.42010846e-01   1.70984362e-01   3.82519114e-02
   -1.02868485e-01   1.58307744e-01]]
final_inputs_run [[-1.25610597]
 [-1.28835325]
 [-1.34348182]
 ..., 
 [-0.14958012]
 [ 0.09844049]
 [ 0.45166576]]
final_outputs_run [[-1.25610597]
 [-1.28835325]
 [-1.34348182]
 ..., 
 [-0.14958012]
 [ 0.09844049]
 [ 0.45166576]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
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final_inputs_run [[ 0.78694526]
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 ..., 
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final_outputs_run [[ 0.78694526]
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 ..., 
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Progress: 2.6% ... Training loss: 0.423 ... Validation loss: 0.694[-0.39879947]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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15426         0         1             0    ...          0      0      1   
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15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
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1              1  
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[15435 rows x 56 columns]
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 [  8.45299089e-02  -2.98668684e-01   9.44542557e-02   6.69698685e-02
    5.43699594e-02   1.42564831e-01   1.71747857e-01   3.74981166e-02
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final_inputs_run [[-1.28706722]
 [-1.31961269]
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 ..., 
 [-0.17187051]
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final_outputs_run [[-1.28706722]
 [-1.31961269]
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 ..., 
 [-0.17187051]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
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16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
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...          ...  
16845          0  
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16864          0  
16865          0  
16866          0  
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16868          0  
16869          0  
16870          0  
16871          0  
16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
self.weights_input_to_hidden [[ -3.73191005e-01  -2.18156390e-01   1.47117563e-01  -1.74678481e-01
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   -1.03265285e-01   1.59879829e-01]]
final_inputs_run [[ 0.7648855 ]
 [ 0.60210451]
 [ 0.68006363]
 ..., 
 [ 0.63395851]
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final_outputs_run [[ 0.7648855 ]
 [ 0.60210451]
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 ..., 
 [ 0.63395851]
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Progress: 2.7% ... Training loss: 0.419 ... Validation loss: 0.694[ 0.74501019]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
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final_inputs_run [[-1.23938559]
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 ..., 
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final_outputs_run [[-1.23938559]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
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16854          0          1          0          0          0          0   
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16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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15438          0  
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15440          0  
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[1440 rows x 56 columns]
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   -8.37414450e-02   1.44851602e-01]
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    1.16252825e-01   6.41553410e-02]
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   -4.19893855e-01   1.87141364e-01   2.01577841e-01  -7.54425216e-02
    2.23763798e-01   1.75453688e-01]
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   -3.59514652e-01   1.52159304e-02   4.02947365e-02   5.35708831e-02
   -1.16478910e-01   3.24396816e-01]
 [  2.42825755e-01   2.58167575e-01  -1.36455020e-01   2.99138503e-01
   -3.98458407e-01  -2.25296547e-03  -4.62367642e-04   1.00521316e-01
    8.67755003e-02   4.14866677e-01]
 [ -1.08521543e-01   1.42214476e-01  -2.61608919e-01   1.93508522e-01
   -4.84149192e-01  -6.71795620e-02  -7.82217090e-02  -1.80164366e-02
    9.20440104e-02  -9.82381606e-02]
 [  1.73847592e-01   4.09602675e-02  -1.60805059e-01  -1.65933992e-02
   -3.95930078e-01  -2.34944250e-02   1.51497108e-01  -7.06590591e-02
   -2.06345581e-01   2.20793457e-01]
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   -5.08701751e-01  -3.99055299e-02   2.35714482e-01  -1.42356741e-01
   -1.33968369e-01   1.88671968e-01]
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   -1.24366579e-01   9.48086827e-02   7.29531802e-02   1.25166477e-01
    2.54881487e-01   3.75912372e-02]
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   -5.23196476e-02  -1.21668029e-01]
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   -1.20203388e-01  -4.23895333e-01]
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    4.65731581e-03  -9.57758758e-02]
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   -2.06011550e-02  -1.35711105e-01]
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   -2.00180729e-01  -2.25877856e-02  -2.30287104e-02   8.17812228e-02
   -1.50916816e-01  -5.13578244e-02]
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   -3.86558816e-02   4.81481498e-02  -1.15570306e-01   7.49225979e-02
    2.86941433e-02   8.15796670e-03]
 [ -1.45392729e-01   1.68701837e-01   1.24397850e-01   4.16929945e-02
    1.48699370e-01  -1.55033608e-01  -1.50607035e-01  -1.38846213e-01
   -2.37210202e-04   1.42505821e-01]
 [  1.68359786e-01   2.30371108e-01   9.59613859e-02   1.20089904e-01
   -5.15281220e-02  -2.59098499e-01  -8.34263224e-02  -8.66398382e-02
   -1.11652847e-01   1.44087974e-01]
 [  3.37850357e-02  -1.50211971e-01   8.52948663e-02   1.99661222e-01
   -5.45827331e-02  -1.26122170e-02  -9.43140929e-02   3.98888998e-02
    1.24602728e-01  -1.56354633e-01]
 [  1.95591972e-02  -7.08163066e-03   1.45574928e-01  -1.05204103e-01
   -2.58870470e-02   1.93522455e-01  -1.53861548e-02   1.03593480e-01
    1.58751056e-01  -3.87885627e-01]
 [  1.03400840e-01  -2.67686716e-01   1.00307759e-01  -3.69066029e-01
    6.90432985e-01  -1.56106494e-01  -1.82439177e-01   2.56741529e-01
    1.75056774e-01  -4.28233805e-01]
 [ -2.90491090e-01  -2.04508389e-01   9.05952955e-02  -9.34544435e-02
    5.71258957e-01  -2.17284207e-01  -2.15459732e-01   2.00760050e-01
    3.72643406e-01  -3.61189165e-01]
 [  1.55789290e-01  -7.49240339e-02  -4.38345553e-02   9.53626778e-02
    4.14888238e-01  -1.91066900e-01  -1.58361311e-01  -4.35128884e-02
    4.91295086e-02  -1.87107697e-01]
 [ -2.94608387e-01  -1.88018742e-01   2.80834741e-01  -1.58954946e-02
   -4.89102214e-02   7.82239757e-02   1.14147820e-01   1.82393920e-01
   -8.80896654e-03  -1.06007757e-01]
 [  1.33617725e-01   2.04896281e-02   2.33676773e-01  -2.14242547e-01
   -5.14261805e-02   9.79598310e-02   1.15496281e-01   1.60391895e-01
    8.61986358e-02  -7.51949937e-02]
 [  1.46211412e-01   9.81911746e-02  -1.05288793e-01  -9.95730161e-02
   -2.27471777e-01   2.05571227e-01   7.50984873e-02  -1.98724562e-01
   -1.13619702e-01   2.50450006e-02]
 [ -1.38185848e-01   1.55955537e-01  -2.24927050e-01  -3.84838104e-02
   -4.22892912e-01   8.65670774e-02   1.96057757e-01   8.12411360e-02
    1.51553264e-02   9.40929542e-02]
 [  3.81523051e-02   9.05485825e-02  -7.56899571e-03   6.74929595e-02
   -1.10953846e-01   1.63995112e-01  -2.89302204e-01  -5.69641106e-02
   -3.88407098e-02  -1.41130372e-01]
 [  2.24604120e-02   9.22760950e-03   2.01570396e-01  -1.47227411e-01
   -1.06151807e-01  -1.94324848e-01   1.36804203e-01  -1.99989105e-01
    1.66800516e-02   1.60078242e-01]
 [  3.94653427e-02   2.53501797e-01   3.81005530e-01   2.16457780e-01
    3.49168644e-03   3.74899283e-02   1.13363054e-01  -8.45634344e-02
    1.42916290e-01  -6.66001687e-03]
 [  1.29748249e-02   1.19231061e-02   5.18274970e-02   6.61539006e-02
   -5.65760309e-02  -1.23249372e-01   7.85319842e-02  -1.40321001e-01
    6.07503331e-02   8.60640242e-02]
 [ -4.17085357e-02   2.15826440e-01   2.71482207e-01  -1.02256969e-01
   -1.13065132e-01  -2.63737027e-02  -1.52545695e-02   9.01426193e-02
   -2.45726937e-01   3.26295616e-02]
 [ -9.05701024e-02   1.59411187e-04   2.06441658e-01  -3.67954965e-02
   -1.24001141e-01  -1.23238320e-01  -1.64935446e-01  -1.37846927e-01
   -2.17079297e-01   1.92380279e-02]
 [  8.44143889e-02  -2.98839478e-01   9.46549326e-02   6.68104154e-02
    5.52275375e-02   1.42484926e-01   1.71583686e-01   3.76469668e-02
   -1.03183567e-01   1.59615404e-01]]
final_inputs_run [[ 0.82189267]
 [ 0.65750059]
 [ 0.73214447]
 ..., 
 [ 0.68987821]
 [ 0.29877516]
 [ 0.25901971]]
final_outputs_run [[ 0.82189267]
 [ 0.65750059]
 [ 0.73214447]
 ..., 
 [ 0.68987821]
 [ 0.29877516]
 [ 0.25901971]]
Progress: 2.7% ... Training loss: 0.423 ... Validation loss: 0.690[-0.46625427]
[-0.1833147]
[-0.12636175]
[ 0.93445281]
[-0.22604014]
[-0.45121922]
[ 0.71643572]
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[ 1.79471911]
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[ 2.07175319]
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[ 0.19678561]
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[ 0.16892676]
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[ 0.04832449]
[ 0.84189636]
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[ 0.22148635]
[ 0.78239441]
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[ 0.03319705]
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[ 0.29595408]
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[ 1.13549832]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
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15428         0         1             0    ...          0      0      0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
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   -4.05523160e-02   4.84005652e-02  -1.15163442e-01   7.45429846e-02
    2.84913899e-02   8.95182155e-03]
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    1.48819156e-01  -1.55050292e-01  -1.50635046e-01  -1.38818729e-01
   -2.22682553e-04   1.42448452e-01]
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   -1.11463771e-01   1.43372953e-01]
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   -5.46069717e-02  -1.26299475e-02  -9.43428431e-02   3.99063847e-02
    1.24616499e-01  -1.56389078e-01]
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   -2.64726430e-02   1.93601318e-01  -1.52519786e-02   1.03474774e-01
    1.58682932e-01  -3.87726177e-01]
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    6.92970511e-01  -1.56616069e-01  -1.83287329e-01   2.57467336e-01
    1.75494811e-01  -4.29634443e-01]
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    5.73178891e-01  -2.17553890e-01  -2.15945295e-01   2.01217850e-01
    3.72888157e-01  -3.62035154e-01]
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    4.17901682e-01  -1.91484234e-01  -1.59063558e-01  -4.28318767e-02
    4.94893128e-02  -1.88445528e-01]
 [ -2.94663045e-01  -1.88132382e-01   2.80887205e-01  -1.59707713e-02
   -4.85712627e-02   7.81755738e-02   1.14072491e-01   1.82459849e-01
   -8.77019518e-03  -1.06134085e-01]
 [  1.33839502e-01   2.07320927e-02   2.33472800e-01  -2.14059255e-01
   -5.22444907e-02   9.80716311e-02   1.15650020e-01   1.60241543e-01
    8.61192286e-02  -7.48562096e-02]
 [  1.46201054e-01   9.81832055e-02  -1.05270575e-01  -9.95909122e-02
   -2.27528738e-01   2.05564259e-01   7.50871130e-02  -1.98712867e-01
   -1.13614503e-01   2.50268469e-02]
 [ -1.37576080e-01   1.56699751e-01  -2.25636015e-01  -3.78580914e-02
   -4.25300101e-01   8.69328371e-02   1.96577560e-01   8.07407153e-02
    1.48902782e-02   9.51685438e-02]
 [  3.82855378e-02   9.06827973e-02  -7.65993916e-03   6.76133480e-02
   -1.11521071e-01   1.64060934e-01  -2.89194487e-01  -5.70585319e-02
   -3.88871687e-02  -1.40962784e-01]
 [  2.29562897e-02   9.66046639e-03   2.01211065e-01  -1.46849183e-01
   -1.07621075e-01  -1.94103078e-01   1.37035412e-01  -2.00225097e-01
    1.65617107e-02   1.60719948e-01]
 [  3.98597959e-02   2.53975676e-01   3.80396514e-01   2.16930317e-01
    1.50010213e-03   3.77384413e-02   1.13723030e-01  -8.49327030e-02
    1.42736940e-01  -5.90697957e-03]
 [  1.28775351e-02   1.16458504e-02   5.21349476e-02   6.58827156e-02
   -5.60451146e-02  -1.23335868e-01   7.83396825e-02  -1.40114276e-01
    6.08533227e-02   8.56544308e-02]
 [ -4.22713269e-02   2.15123637e-01   2.72088704e-01  -1.02785104e-01
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 [ -9.08712828e-02  -1.46184609e-04   2.06803948e-01  -3.70745967e-02
   -1.23160903e-01  -1.23361714e-01  -1.65148413e-01  -1.37637871e-01
   -2.16959694e-01   1.88864363e-02]
 [  8.49772220e-02  -2.98232716e-01   9.41824408e-02   6.73177662e-02
    5.29813725e-02   1.42723523e-01   1.71909022e-01   3.72954642e-02
   -1.03352206e-01   1.60362117e-01]]
final_inputs_run [[ 0.81961034]
 [ 0.66006576]
 [ 0.73726482]
 ..., 
 [ 0.68602444]
 [ 0.28469432]
 [ 0.23409092]]
final_outputs_run [[ 0.81961034]
 [ 0.66006576]
 [ 0.73726482]
 ..., 
 [ 0.68602444]
 [ 0.28469432]
 [ 0.23409092]]
Progress: 2.7% ... Training loss: 0.421 ... Validation loss: 0.685[-0.23967476]
[ 0.00338661]
[ 0.03634333]
[ 0.32044247]
[ 0.02372007]
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[ 0.32505827]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
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19             0          0          0          0          0          0   
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21             0          0          0          0          0          0   
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23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
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28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
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15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
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15415          0          0          1          0          0          0   
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15417          0          0          1          0          0          0   
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15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
12             1  
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...          ...  
15405          0  
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15427          0  
15428          0  
15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.74943654e-01  -2.20214956e-01   1.49301934e-01  -1.76239921e-01
    3.95384773e-01  -1.26299223e-01  -1.80380429e-01   5.70845771e-02
    5.11440907e-03  -3.65029370e-01]
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    6.27277962e-02   8.37582359e-02  -2.40409492e-01  -2.74630571e-02
   -1.63952467e-01  -9.81522153e-02]
 [ -3.93215691e-01  -2.09081607e-01   1.15911144e-01  -2.61009238e-01
    4.07096851e-01  -1.96658412e-01  -8.85451904e-02   1.44324486e-01
   -5.35238002e-02  -1.73854982e-01]
 [  8.99750575e-02   2.68377974e-01  -3.22872422e-01   2.70244363e-01
   -1.42349493e-01   5.29967409e-02  -5.48042939e-02  -4.63688993e-02
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 [ -1.96114759e-01   6.55834514e-02   9.84379094e-02  -2.93529900e-02
   -9.02535074e-02  -1.11791000e-03  -5.63299565e-02  -1.87762140e-02
   -1.47526119e-01   1.68530140e-02]
 [  3.50859696e-01  -3.83620804e-03   8.72057635e-02  -1.71431958e-01
   -3.36357357e-01   2.69430753e-01   2.40346113e-02   6.76793083e-02
    1.54451067e-01   8.20527790e-02]
 [ -6.74589533e-02  -5.39951641e-02   4.72377331e-03   1.58768834e-01
   -3.78012799e-02  -2.85035141e-01  -3.24744591e-03  -3.62617037e-02
    1.20548034e-01   9.02541458e-02]
 [  2.62020144e-01   1.33848998e-01   5.27747149e-02   1.28907933e-01
   -2.55799081e-01  -5.28726448e-02   3.84654551e-02   9.83546499e-02
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 [ -1.84311771e-01  -2.31873973e-02  -6.11708565e-02  -6.39689192e-02
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   -6.54213727e-02   5.85450834e-02]
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   -1.84810876e-01   1.58935791e-01]
 [  2.54024436e-01  -2.15499305e-01  -8.67502985e-02   7.77100491e-02
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 [ -9.48955038e-02   1.46110606e-01  -4.35585416e-02   1.97048976e-02
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    4.75484195e-02   1.28469781e-01]
 [  9.57475701e-02   1.51264290e-01  -2.28263237e-02  -2.81264850e-04
    2.58404829e-02  -3.51849864e-02  -2.46524348e-01   2.45649619e-01
   -1.43029968e-01  -1.45193332e-02]
 [ -3.88116412e-02   2.87198247e-01  -1.05460049e-01   2.91005198e-02
    8.73025309e-02  -5.54218363e-02  -8.91801549e-02  -2.57260029e-01
   -7.85438811e-02  -1.38270184e-01]
 [ -5.74015208e-02   1.55462264e-01  -1.04518943e-01  -2.84896674e-01
   -2.14953615e-01  -3.04344111e-01   4.87168262e-02  -8.79168587e-02
   -8.74713425e-02  -1.52860078e-01]
 [  4.67350657e-02  -9.35251554e-03  -3.62087702e-02  -1.25239692e-01
   -2.91700194e-02  -4.65934002e-02   3.69168558e-02   6.39389608e-02
    7.41928640e-03   5.76508232e-02]
 [ -1.57881486e-01   1.59014515e-02  -7.06312495e-03   1.23218277e-01
   -2.85266503e-01   1.01388930e-01   7.11409930e-02   1.92578889e-01
    1.26805413e-01   3.12076231e-02]
 [ -5.97655081e-02   2.27653006e-01   1.66291535e-01   6.44466615e-02
   -1.73150475e-01   8.45010974e-02   1.63418166e-01  -1.88931877e-01
    1.76489676e-01   5.43466219e-02]
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   -4.42677927e-02   1.56767493e-01  -4.10343691e-02  -2.79604737e-02
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    2.53984570e-03  -9.86741588e-02]
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    2.12768382e-01   1.81422514e-01]
 [  1.01361377e-01   1.84329526e-01   3.75333677e-02  -6.31992645e-02
    5.62562887e-02   2.05794344e-01  -5.83058644e-02  -2.14046730e-01
   -8.38719335e-02   1.45332923e-01]
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    1.16382882e-01   6.35979622e-02]
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   -4.23900030e-01   1.87745652e-01   2.02423043e-01  -7.62941318e-02
    2.23331855e-01   1.77213282e-01]
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   -3.60602404e-01   1.53805357e-02   4.05296129e-02   5.33415108e-02
   -1.16599095e-01   3.24823469e-01]
 [  2.43309674e-01   2.58699678e-01  -1.36962054e-01   2.99606122e-01
   -4.00272456e-01  -1.98640192e-03  -7.65382372e-05   1.00146520e-01
    8.65750774e-02   4.15632573e-01]
 [ -1.07737629e-01   1.43093203e-01  -2.62434013e-01   1.94277255e-01
   -4.86972092e-01  -6.67431741e-02  -7.75948504e-02  -1.86209362e-02
    9.17310249e-02  -9.69647560e-02]
 [  1.75299999e-01   4.25613916e-02  -1.62309148e-01  -1.51431999e-02
   -4.01324494e-01  -2.27113080e-02   1.52649587e-01  -7.17980703e-02
   -2.06933710e-01   2.23169363e-01]
 [  1.95408049e-01  -8.84289673e-02  -1.01223507e-01  -4.09116954e-02
   -5.12252293e-01  -3.93473373e-02   2.36502672e-01  -1.43146005e-01
   -1.34380223e-01   1.90320333e-01]
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   -1.27935703e-01   9.53223946e-02   7.36818885e-02   1.24460086e-01
    2.54508919e-01   3.91010268e-02]
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   -5.20835214e-02  -1.22568746e-01]
 [ -3.90153080e-01  -3.95712108e-01   3.07016825e-02  -1.15623654e-01
    4.88595495e-01  -1.27052734e-01  -2.51036356e-01   1.73302395e-01
   -1.19095037e-01  -4.28179338e-01]
 [  1.58373184e-01   1.99811698e-01   4.14635804e-02  -6.74471662e-02
    1.14792845e-01   4.07807907e-02  -8.89299211e-02  -6.89136790e-02
    4.95582667e-03  -9.69515606e-02]
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    7.01557842e-02  -4.74450946e-02   1.90749459e-01   4.67098340e-03
   -2.08789888e-02  -1.34657033e-01]
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   -2.01288131e-01  -2.24397577e-02  -2.27985455e-02   8.15543224e-02
   -1.51032999e-01  -5.08768191e-02]
 [  1.03755140e-01   1.28607156e-05   1.18085202e-02  -1.16169722e-01
   -4.07450080e-02   4.83579198e-02  -1.15213932e-01   7.45698373e-02
    2.85127451e-02   8.83950900e-03]
 [ -1.45210214e-01   1.68923783e-01   1.24219120e-01   4.18892425e-02
    1.47985755e-01  -1.54925242e-01  -1.50444617e-01  -1.39000009e-01
   -3.16944593e-04   1.42850862e-01]
 [  1.68120874e-01   2.30151255e-01   9.61492124e-02   1.19923093e-01
   -5.09836866e-02  -2.59239437e-01  -8.35676638e-02  -8.64813009e-02
   -1.11578523e-01   1.43803498e-01]
 [  3.40969744e-02  -1.49928727e-01   8.50828752e-02   1.99871120e-01
   -5.54578412e-02  -1.24957391e-02  -9.41523950e-02   3.97212460e-02
    1.24521445e-01  -1.56002324e-01]
 [  1.93106159e-02  -7.23770243e-03   1.45812867e-01  -1.05387634e-01
   -2.53939576e-02   1.93433724e-01  -1.54856052e-02   1.03698056e-01
    1.58799873e-01  -3.88206129e-01]
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    6.93687250e-01  -1.56699428e-01  -1.83436894e-01   2.57607731e-01
    1.75567703e-01  -4.29898787e-01]
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    5.76732534e-01  -2.18121655e-01  -2.16835135e-01   2.02088096e-01
    3.73288772e-01  -3.63634903e-01]
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    4.20492129e-01  -1.91897088e-01  -1.59706827e-01  -4.22197177e-02
    4.98160748e-02  -1.89667633e-01]
 [ -2.94435710e-01  -1.87878436e-01   2.80620596e-01  -1.57314488e-02
   -4.94393614e-02   7.83098259e-02   1.14252652e-01   1.82275345e-01
   -8.86789437e-03  -1.05746965e-01]
 [  1.33853661e-01   2.07476129e-02   2.33457654e-01  -2.14046342e-01
   -5.22915880e-02   9.80789749e-02   1.15660928e-01   1.60231304e-01
    8.61139579e-02  -7.48342228e-02]
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   -2.28785833e-01   2.05748091e-01   7.53534685e-02  -1.98971228e-01
   -1.13748163e-01   2.55140314e-02]
 [ -1.37078059e-01   1.57309152e-01  -2.26217414e-01  -3.73337205e-02
   -4.27314399e-01   8.72318575e-02   1.97013745e-01   8.03173987e-02
    1.46677132e-02   9.60549307e-02]
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   -1.12742617e-01   1.64243750e-01  -2.88950987e-01  -5.73145015e-02
   -3.90253606e-02  -1.40489066e-01]
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   -1.10934177e-01  -1.93625478e-01   1.37777664e-01  -2.00953333e-01
    1.61783416e-02   1.62276770e-01]
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    9.66086494e-04   3.77990028e-02   1.13779712e-01  -8.49865648e-02
    1.42674048e-01  -5.67317657e-03]
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   -5.17668926e-02  -1.24036896e-01   7.72397204e-02  -1.39074904e-01
    6.13856523e-02   8.36081691e-02]
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   -1.12329820e-01  -2.65545935e-02  -1.55954126e-02   9.03898484e-02
   -2.45541979e-01   3.21932176e-02]
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   -1.23492368e-01  -1.23287300e-01  -1.65076748e-01  -1.37714586e-01
   -2.16992427e-01   1.90799127e-02]
 [  8.53551690e-02  -2.97803418e-01   9.38738015e-02   6.76607585e-02
    5.14125858e-02   1.42916140e-01   1.72177461e-01   3.70174574e-02
   -1.03487322e-01   1.60929153e-01]]
final_inputs_run [[-1.26223202]
 [-1.29417624]
 [-1.35217261]
 ..., 
 [-0.15497651]
 [ 0.09776755]
 [ 0.48096298]]
final_outputs_run [[-1.26223202]
 [-1.29417624]
 [-1.35217261]
 ..., 
 [-0.15497651]
 [ 0.09776755]
 [ 0.48096298]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
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    5.14125858e-02   1.42916140e-01   1.72177461e-01   3.70174574e-02
   -1.03487322e-01   1.60929153e-01]]
final_inputs_run [[ 0.81957179]
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 ..., 
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final_outputs_run [[ 0.81957179]
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 ..., 
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Progress: 2.7% ... Training loss: 0.417 ... Validation loss: 0.684[ 0.38684371]
[ 1.35531861]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
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15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
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3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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 [  2.08825942e-01  -5.95239176e-02  -2.28071149e-02  -2.07004494e-01
   -4.47949884e-02   1.56822645e-01  -4.09378663e-02  -2.80340116e-02
    1.06849497e-01   8.54027325e-02]
 [  1.70064110e-02   9.08253884e-03  -2.33941415e-01  -2.39316230e-01
    3.37657727e-01  -1.12858529e-01   8.96967568e-02   7.23034642e-02
    2.64557018e-03  -9.90109077e-02]
 [ -1.57284420e-01   9.41853193e-02  -2.23533838e-01   5.97470454e-02
    1.95113538e-01  -6.58730396e-02   5.76522696e-02  -9.43156385e-02
    2.12599593e-01   1.82094372e-01]
 [  1.01352821e-01   1.84318443e-01   3.75429810e-02  -6.32110137e-02
    5.62939790e-02   2.05789349e-01  -5.83135910e-02  -2.14040448e-01
   -8.38672561e-02   1.45325605e-01]
 [ -1.74287924e-02  -3.55349997e-02  -2.85779777e-03  -1.52190472e-01
    2.12522072e-01   2.36735262e-02   2.84101363e-02  -1.25894894e-01
    1.16504393e-01   6.31160815e-02]
 [  1.75714025e-01   6.75016590e-02  -2.51259689e-01  -1.62710635e-01
   -4.26179023e-01   1.88067824e-01   2.02906831e-01  -7.67558125e-02
    2.23090694e-01   1.78192832e-01]
 [  5.98374443e-02   8.65311213e-03  -2.37276246e-01   2.39931232e-01
   -3.62639163e-01   1.56710978e-02   4.09447023e-02   5.29373603e-02
   -1.16814262e-01   3.25698810e-01]
 [  2.43737465e-01   2.59165135e-01  -1.37410086e-01   3.00032248e-01
   -4.01804758e-01  -1.75268622e-03   2.61501000e-04   9.98189834e-02
    8.64016090e-02   4.16329364e-01]
 [ -1.07335790e-01   1.43573750e-01  -2.62912607e-01   1.94723086e-01
   -4.88615520e-01  -6.64996821e-02  -7.72362658e-02  -1.89518702e-02
    9.15535944e-02  -9.62309539e-02]
 [  1.75814248e-01   4.31127061e-02  -1.62848770e-01  -1.46573493e-02
   -4.03208395e-01  -2.24249951e-02   1.53049761e-01  -7.21898699e-02
   -2.07143293e-01   2.24011369e-01]
 [  1.95610746e-01  -8.82086570e-02  -1.01416371e-01  -4.07233486e-02
   -5.12944999e-01  -3.92432016e-02   2.36660286e-01  -1.43298683e-01
   -1.34460088e-01   1.90628766e-01]
 [  1.27557791e-02   1.37682477e-01  -1.38589460e-01   7.76917100e-02
   -1.28489647e-01   9.54103664e-02   7.38112977e-02   1.24334817e-01
    2.54442752e-01   3.93655814e-02]
 [ -1.68117112e-01  -2.22993545e-01  -9.78562221e-04  -2.28347731e-01
    4.01751961e-01  -2.24244388e-02   1.33827752e-01   2.45541522e-02
   -5.21438603e-02  -1.22328374e-01]
 [ -3.90864858e-01  -3.96566400e-01   3.15422500e-02  -1.16370972e-01
    4.91149585e-01  -1.27455048e-01  -2.51673521e-01   1.73869946e-01
   -1.18772152e-01  -4.29351526e-01]
 [  1.58146943e-01   1.99576612e-01   4.17240496e-02  -6.76811283e-02
    1.15590676e-01   4.06456631e-02  -8.91134167e-02  -6.87267205e-02
    5.05223805e-03  -9.73393252e-02]
 [  6.70312889e-02   4.39399237e-02  -2.40916132e-01   1.26202861e-01
    6.86720863e-02  -4.72245285e-02   1.91077310e-01   4.36698842e-03
   -2.10447129e-02  -1.33990600e-01]
 [  1.37900292e-02   1.62042308e-01   1.62813061e-01  -4.91836640e-02
   -1.99105306e-01  -2.27586170e-02  -2.32612065e-02   8.19998272e-02
   -1.50798014e-01  -5.18047442e-02]
 [  1.03401316e-01  -4.22937973e-04   1.22249793e-02  -1.16530098e-01
   -3.94685506e-02   4.81537228e-02  -1.15500689e-01   7.48654985e-02
    2.86657469e-02   8.21185039e-03]
 [ -1.45023805e-01   1.69132383e-01   1.24031309e-01   4.20626459e-02
    1.47288289e-01  -1.54824674e-01  -1.50287201e-01  -1.39149033e-01
   -3.96415221e-04   1.43172640e-01]
 [  1.67894733e-01   2.29893510e-01   9.64280210e-02   1.19658586e-01
   -5.00385563e-02  -2.59379049e-01  -8.37538448e-02  -8.63040268e-02
   -1.11486820e-01   1.43465661e-01]
 [  3.38941069e-02  -1.50104476e-01   8.52885774e-02   1.99676328e-01
   -5.46932787e-02  -1.25934883e-02  -9.43032877e-02   3.98736725e-02
    1.24602310e-01  -1.56323114e-01]
 [  1.87973526e-02  -7.78273993e-03   1.46314600e-01  -1.05866103e-01
   -2.33943779e-02   1.93142389e-01  -1.59001270e-02   1.04089938e-01
    1.59012476e-01  -3.88988247e-01]
 [  1.01891808e-01  -2.69488576e-01   1.02025553e-01  -3.70497273e-01
    6.95332903e-01  -1.56986488e-01  -1.83916443e-01   2.58005101e-01
    1.75793767e-01  -4.30681049e-01]
 [ -2.91833763e-01  -2.06417345e-01   9.22937650e-02  -9.50354398e-02
    5.76646607e-01  -2.18126623e-01  -2.16853729e-01   2.02110776e-01
    3.73305809e-01  -3.63641749e-01]
 [  1.53547487e-01  -7.74658669e-02  -4.13889662e-02   9.30939181e-02
    4.22868134e-01  -1.92265404e-01  -1.60280712e-01  -4.16722673e-02
    5.01010148e-02  -1.90791461e-01]
 [ -2.94782096e-01  -1.88399429e-01   2.81019731e-01  -1.61680911e-02
   -4.76775366e-02   7.80564704e-02   1.13890195e-01   1.82617871e-01
   -8.68250852e-03  -1.06493392e-01]
 [  1.33928296e-01   2.08395497e-02   2.33376796e-01  -2.13966081e-01
   -5.25892524e-02   9.81224245e-02   1.15724954e-01   1.60169023e-01
    8.60798057e-02  -7.47033338e-02]
 [  1.46470637e-01   9.85282097e-02  -1.05540919e-01  -9.93381541e-02
   -2.28658908e-01   2.05730073e-01   7.53293633e-02  -1.98946298e-01
   -1.13735877e-01   2.54689835e-02]
 [ -1.37143819e-01   1.57227494e-01  -2.26141002e-01  -3.73998867e-02
   -4.27158780e-01   8.71974457e-02   1.96968542e-01   8.03676385e-02
    1.46936886e-02   9.59447324e-02]
 [  3.80058365e-02   9.03727340e-02  -7.36131784e-03   6.73147853e-02
   -1.10443932e-01   1.63925558e-01  -2.89407367e-01  -5.68837698e-02
   -3.87935439e-02  -1.41399163e-01]
 [  2.37680873e-02   1.04598121e-02   2.00493936e-01  -1.46216589e-01
   -1.10421005e-01  -1.93729561e-01   1.37607709e-01  -2.00779892e-01
    1.62647003e-02   1.61980833e-01]
 [  4.00883361e-02   2.54118268e-01   3.80337290e-01   2.17041499e-01
    6.64793044e-04   3.78194600e-02   1.13759067e-01  -8.50025091e-02
    1.42668569e-01  -5.57123388e-03]
 [  1.18793475e-02   1.05273895e-02   5.33624383e-02   6.48312671e-02
   -5.28575383e-02  -1.23897253e-01   7.74310908e-02  -1.39264666e-01
    6.12747010e-02   8.40609489e-02]
 [ -4.18736305e-02   2.15395554e-01   2.71804522e-01  -1.02501433e-01
   -1.12411805e-01  -2.65955872e-02  -1.56986523e-02   9.04401170e-02
   -2.45481687e-01   3.21913330e-02]
 [ -9.05503162e-02   2.09700534e-04   2.06503417e-01  -3.67836950e-02
   -1.24353151e-01  -1.23178246e-01  -1.64897312e-01  -1.37871074e-01
   -2.17076966e-01   1.93997827e-02]
 [  8.46857508e-02  -2.98440691e-01   9.44697652e-02   6.70824090e-02
    5.37768852e-02   1.42572267e-01   1.71685524e-01   3.75058832e-02
   -1.03223206e-01   1.59951537e-01]]
final_inputs_run [[-1.24508793]
 [-1.27710786]
 [-1.33424154]
 ..., 
 [-0.14038861]
 [ 0.11425182]
 [ 0.50213771]]
final_outputs_run [[-1.24508793]
 [-1.27710786]
 [-1.33424154]
 ..., 
 [-0.14038861]
 [ 0.11425182]
 [ 0.50213771]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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15435          0  
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final_inputs_run [[ 0.84410379]
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 ..., 
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final_outputs_run [[ 0.84410379]
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 ..., 
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Progress: 2.7% ... Training loss: 0.420 ... Validation loss: 0.682[-0.38345788]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
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final_inputs_run [[-1.27521121]
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 ..., 
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final_outputs_run [[-1.27521121]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
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16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
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16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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16857          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
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...          ...  
16845          0  
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16874          0  

[1440 rows x 56 columns]
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    1.26325608e-01  -1.00284928e-01  -3.95202946e-03  -2.43054744e-02
    4.75945293e-02   1.28318758e-01]
 [  9.57444914e-02   1.51252164e-01  -2.27065208e-02  -3.39751268e-04
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   -1.43003430e-01  -1.46151053e-02]
 [ -3.88027183e-02   2.87021047e-01  -1.05332864e-01   2.89834449e-02
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   -7.84784329e-02  -1.38383358e-01]
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   -2.15929629e-01  -3.04187319e-01   4.89562966e-02  -8.81491354e-02
   -8.75806632e-02  -1.52176441e-01]
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   -3.02782867e-02  -4.64389136e-02   3.71401810e-02   6.37103864e-02
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   -8.38796509e-02   1.45380546e-01]
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    1.16458527e-01   6.33045641e-02]
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   -4.28278717e-01   1.88373053e-01   2.03347114e-01  -7.71891405e-02
    2.22868628e-01   1.79083937e-01]
 [  6.00591827e-02   8.96266234e-03  -2.37536630e-01   2.40194284e-01
   -3.63697008e-01   1.58187649e-02   4.11614374e-02   5.27318217e-02
   -1.16928486e-01   3.26149221e-01]
 [  2.44159106e-01   2.59616571e-01  -1.37846818e-01   3.00439330e-01
   -4.03372967e-01  -1.52407987e-03   5.90704275e-04   9.94928877e-02
    8.62339801e-02   4.17017574e-01]
 [ -1.07159771e-01   1.43767792e-01  -2.63106991e-01   1.94902665e-01
   -4.89212265e-01  -6.63990487e-02  -7.70939279e-02  -1.90885279e-02
    9.14790016e-02  -9.59408511e-02]
 [  1.76004344e-01   4.33235676e-02  -1.63044920e-01  -1.44702582e-02
   -4.03846591e-01  -2.23198075e-02   1.53198689e-01  -7.23392724e-02
   -2.07223387e-01   2.24290818e-01]
 [  1.95858409e-01  -8.79328316e-02  -1.01670249e-01  -4.04839255e-02
   -5.13790280e-01  -3.91229212e-02   2.36852801e-01  -1.43486399e-01
   -1.34551766e-01   1.91031860e-01]
 [  1.32456331e-02   1.38191228e-01  -1.39090368e-01   7.81698529e-02
   -1.30432103e-01   9.56794915e-02   7.41870196e-02   1.23975290e-01
    2.54251832e-01   4.01764174e-02]
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    3.98715179e-01  -2.19274368e-02   1.34536766e-01   2.38692259e-02
   -5.25092034e-02  -1.20882183e-01]
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    4.92954354e-01  -1.27763462e-01  -2.52155614e-01   1.74326257e-01
   -1.18521294e-01  -4.30206822e-01]
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    1.16079276e-01   4.05671203e-02  -8.92287678e-02  -6.86142651e-02
    5.10785579e-03  -9.75776914e-02]
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    6.81805009e-02  -4.71553904e-02   1.91173854e-01   4.26367156e-03
   -2.11000146e-02  -1.33772844e-01]
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   -1.98596363e-01  -2.28468346e-02  -2.33674352e-02   8.21024641e-02
   -1.50731101e-01  -5.20154532e-02]
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   -3.98160511e-02   4.82030730e-02  -1.15432602e-01   7.48009416e-02
    2.86324329e-02   8.34889712e-03]
 [ -1.44549037e-01   1.69721403e-01   1.23507404e-01   4.25672894e-02
    1.45380506e-01  -1.54548579e-01  -1.49860622e-01  -1.39580634e-01
   -6.24354933e-04   1.44083396e-01]
 [  1.67835534e-01   2.29848039e-01   9.65045217e-02   1.19628464e-01
   -4.98838304e-02  -2.59419260e-01  -8.37947872e-02  -8.62682362e-02
   -1.11464146e-01   1.43416236e-01]
 [  3.37395145e-02  -1.50261635e-01   8.54785626e-02   1.99535953e-01
   -5.40589905e-02  -1.26972384e-02  -9.44591082e-02   4.00090852e-02
    1.24684958e-01  -1.56501938e-01]
 [  1.85910914e-02  -8.01659327e-03   1.46528150e-01  -1.06064345e-01
   -2.23579700e-02   1.92999976e-01  -1.61179691e-02   1.04302496e-01
    1.59128970e-01  -3.89333879e-01]
 [  1.00795015e-01  -2.70893797e-01   1.03256677e-01  -3.71545381e-01
    6.99315614e-01  -1.57665815e-01  -1.85083101e-01   2.59019746e-01
    1.76391493e-01  -4.32519046e-01]
 [ -2.92452500e-01  -2.07223532e-01   9.30078127e-02  -9.56769500e-02
    5.79150133e-01  -2.18500273e-01  -2.17442698e-01   2.02649599e-01
    3.73606034e-01  -3.64745931e-01]
 [  1.52939011e-01  -7.81210647e-02  -4.07747282e-02   9.25424006e-02
    4.24629042e-01  -1.92578032e-01  -1.60760896e-01  -4.11950935e-02
    5.03636963e-02  -1.91709220e-01]
 [ -2.94651580e-01  -1.88275769e-01   2.80943378e-01  -1.60543786e-02
   -4.81607251e-02   7.81396018e-02   1.13992704e-01   1.82527235e-01
   -8.73559870e-03  -1.06282502e-01]
 [  1.33900846e-01   2.08049844e-02   2.33410110e-01  -2.14000458e-01
   -5.24744820e-02   9.81025441e-02   1.15698677e-01   1.60196766e-01
    8.60954018e-02  -7.47554681e-02]
 [  1.46797129e-01   9.88730275e-02  -1.05863802e-01  -9.90437985e-02
   -2.29883376e-01   2.05916972e-01   7.55830189e-02  -1.99199476e-01
   -1.13873717e-01   2.60142571e-02]
 [ -1.36996853e-01   1.57403605e-01  -2.26299575e-01  -3.72538488e-02
   -4.27707697e-01   8.72804088e-02   1.97083258e-01   8.02517995e-02
    1.46326427e-02   9.61879359e-02]
 [  3.79261411e-02   9.02718060e-02  -7.31758979e-03   6.72703439e-02
   -1.10052703e-01   1.63859893e-01  -2.89523942e-01  -5.67764357e-02
   -3.87244416e-02  -1.41452158e-01]
 [  2.46886845e-02   1.15246642e-02   1.99539218e-01  -1.45310019e-01
   -1.13988185e-01  -1.93235642e-01   1.38367718e-01  -2.01531200e-01
    1.58649191e-02   1.63533020e-01]
 [  4.12533894e-02   2.55349489e-01   3.79236425e-01   2.18109628e-01
   -3.62446390e-03   3.84515046e-02   1.14581412e-01  -8.58776514e-02
    1.42215918e-01  -3.65804198e-03]
 [  1.14701588e-02   1.00579682e-02   5.39033514e-02   6.44002584e-02
   -5.15962829e-02  -1.24149593e-01   7.70457628e-02  -1.38907492e-01
    6.14695203e-02   8.34500178e-02]
 [ -4.22785935e-02   2.14901430e-01   2.72246671e-01  -1.02809936e-01
   -1.11156695e-01  -2.68220817e-02  -1.61247274e-02   9.07562302e-02
   -2.45252857e-01   3.16050497e-02]
 [ -9.09962566e-02  -3.52357496e-04   2.07131665e-01  -3.71867661e-02
   -1.22979256e-01  -1.23436871e-01  -1.65354532e-01  -1.37421239e-01
   -2.16807662e-01   1.86915921e-02]
 [  8.48169445e-02  -2.98311579e-01   9.43488236e-02   6.72231714e-02
    5.35528339e-02   1.42623701e-01   1.71724832e-01   3.74731058e-02
   -1.03236476e-01   1.60178559e-01]]
final_inputs_run [[ 0.83502558]
 [ 0.67340231]
 [ 0.7501477 ]
 ..., 
 [ 0.68957345]
 [ 0.27357322]
 [ 0.20821432]]
final_outputs_run [[ 0.83502558]
 [ 0.67340231]
 [ 0.7501477 ]
 ..., 
 [ 0.68957345]
 [ 0.27357322]
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Progress: 2.7% ... Training loss: 0.418 ... Validation loss: 0.676[-0.25580233]
[-0.08285111]
[-0.25134523]
[-0.42988723]
[-0.00369651]
[ 0.07701079]
[ 0.15553796]
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[ 0.78337083]
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[ 1.67480417]
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[ 0.05082953]
[ 0.08726413]
[ 0.91472693]
[ 0.20665291]
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[ 0.15710915]
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[ 0.04522875]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
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final_inputs_run [[-1.28983367]
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final_outputs_run [[-1.28983367]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
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15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
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16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
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16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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15441          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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15436          0  
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[1440 rows x 56 columns]
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   -1.34551766e-01   1.91031860e-01]
 [  1.34607040e-02   1.38442947e-01  -1.39316024e-01   7.83705122e-02
   -1.31308131e-01   9.57908325e-02   7.43591977e-02   1.23798551e-01
    2.54161667e-01   4.05500431e-02]
 [ -1.68174459e-01  -2.23085445e-01  -8.73519688e-04  -2.28411481e-01
    4.02219953e-01  -2.24646234e-02   1.33780621e-01   2.46138547e-02
   -5.21112302e-02  -1.22452288e-01]
 [ -3.92502660e-01  -3.98548184e-01   3.35655623e-02  -1.18161241e-01
    4.96969797e-01  -1.28391212e-01  -2.53152794e-01   1.75281674e-01
   -1.17993881e-01  -4.32109821e-01]
 [  1.58004468e-01   1.99444480e-01   4.19271897e-02  -6.78698926e-02
    1.16231642e-01   4.05533775e-02  -8.92343201e-02  -6.86010122e-02
    5.11670950e-03  -9.76889749e-02]
 [  6.72478048e-02   4.42071888e-02  -2.41166906e-01   1.26430483e-01
    6.78384703e-02  -4.71065144e-02   1.91235847e-01   4.19125902e-03
   -2.11359552e-02  -1.33619435e-01]
 [  1.35218013e-02   1.61791713e-01   1.63057894e-01  -4.93992034e-02
   -1.98279357e-01  -2.29109466e-02  -2.34341532e-02   8.21522767e-02
   -1.50694019e-01  -5.21170044e-02]
 [  1.03242452e-01  -6.55199361e-04   1.24838677e-02  -1.16723770e-01
   -3.87920434e-02   4.80416925e-02  -1.15659263e-01   7.50247469e-02
    2.87561243e-02   7.89566397e-03]
 [ -1.44263427e-01   1.70049459e-01   1.23195802e-01   4.28646123e-02
    1.44221120e-01  -1.54380840e-01  -1.49613850e-01  -1.39819634e-01
   -7.48264512e-04   1.44563682e-01]
 [  1.67262871e-01   2.29192254e-01   9.71750996e-02   1.19054522e-01
   -4.80101277e-02  -2.59763030e-01  -8.43035252e-02  -8.57855305e-02
   -1.11197975e-01   1.42376392e-01]
 [  3.40452692e-02  -1.49925022e-01   8.51753074e-02   1.99838262e-01
   -5.52414255e-02  -1.25256056e-02  -9.42132448e-02   3.97706131e-02
    1.24558762e-01  -1.55992507e-01]
 [  1.85345746e-02  -8.07234542e-03   1.46595518e-01  -1.06107508e-01
   -2.21031847e-02   1.92962424e-01  -1.61750623e-02   1.04356179e-01
    1.59160299e-01  -3.89411154e-01]
 [  1.00549520e-01  -2.71224682e-01   1.03560371e-01  -3.71791785e-01
    6.99795602e-01  -1.57784685e-01  -1.85325627e-01   2.59249715e-01
    1.76520506e-01  -4.32950242e-01]
 [ -2.92608034e-01  -2.07425841e-01   9.31635543e-02  -9.58506309e-02
    5.79555541e-01  -2.18596863e-01  -2.17598098e-01   2.02795962e-01
    3.73683022e-01  -3.64995705e-01]
 [  1.52719793e-01  -7.83702274e-02  -4.05416700e-02   9.23332488e-02
    4.25380107e-01  -1.92692813e-01  -1.60945113e-01  -4.10195276e-02
    5.04580680e-02  -1.92061450e-01]
 [ -2.94503257e-01  -1.88100467e-01   2.80768362e-01  -1.58931734e-02
   -4.87419506e-02   7.82259905e-02   1.14118981e-01   1.82408708e-01
   -8.79947003e-03  -1.06020392e-01]
 [  1.33912325e-01   2.08193122e-02   2.33387173e-01  -2.13979526e-01
   -5.25106210e-02   9.81094810e-02   1.15706900e-01   1.60184355e-01
    8.60918680e-02  -7.47299033e-02]
 [  1.46759341e-01   9.88209830e-02  -1.05824148e-01  -9.90753576e-02
   -2.29745153e-01   2.05899429e-01   7.55546407e-02  -1.99171734e-01
   -1.13858018e-01   2.59555629e-02]
 [ -1.36312635e-01   1.58227080e-01  -2.27072917e-01  -3.65639580e-02
   -4.30524951e-01   8.76674884e-02   1.97658105e-01   7.96919596e-02
    1.43370781e-02   9.73926601e-02]
 [  3.82806890e-02   9.06408596e-02  -7.64977685e-03   6.75598248e-02
   -1.11216442e-01   1.64027564e-01  -2.89309138e-01  -5.70326617e-02
   -3.88461468e-02  -1.40963930e-01]
 [  2.46145137e-02   1.14349634e-02   1.99616965e-01  -1.45396431e-01
   -1.14184073e-01  -1.93284648e-01   1.38285664e-01  -2.01448200e-01
    1.59222650e-02   1.63393778e-01]
 [  4.17481008e-02   2.55851329e-01   3.78709803e-01   2.18589858e-01
   -5.98788550e-03   3.87129439e-02   1.14936425e-01  -8.62458289e-02
    1.42039749e-01  -2.81443539e-03]
 [  1.13218170e-02   9.82020978e-03   5.42019171e-02   6.41701410e-02
   -5.10788109e-02  -1.24244379e-01   7.68695180e-02  -1.38694572e-01
    6.15835506e-02   8.31282246e-02]
 [ -4.24553816e-02   2.14701626e-01   2.72445606e-01  -1.02932715e-01
   -1.10895896e-01  -2.69171789e-02  -1.62696235e-02   9.08697403e-02
   -2.45171840e-01   3.14253770e-02]
 [ -9.05643602e-02   1.38314318e-04   2.06682732e-01  -3.67570668e-02
   -1.24642105e-01  -1.23187688e-01  -1.65007022e-01  -1.37762773e-01
   -2.16991750e-01   1.94219542e-02]
 [  8.46701282e-02  -2.98441405e-01   9.45564842e-02   6.71030870e-02
    5.40131616e-02   1.42526428e-01   1.71548813e-01   3.76161829e-02
   -1.03145247e-01   1.59847445e-01]]
final_inputs_run [[ 0.82612566]
 [ 0.65893014]
 [ 0.7365624 ]
 ..., 
 [ 0.67421846]
 [ 0.25408165]
 [ 0.19418212]]
final_outputs_run [[ 0.82612566]
 [ 0.65893014]
 [ 0.7365624 ]
 ..., 
 [ 0.67421846]
 [ 0.25408165]
 [ 0.19418212]]
Progress: 2.7% ... Training loss: 0.415 ... Validation loss: 0.673[ 0.11622827]
[-0.2687679]
[ 0.14048814]
[-0.36210201]
[ 0.08171487]
[-0.99011572]
[ 0.12251908]
[-0.90893861]
[ 0.14679539]
[-0.4578514]
[ 0.32097571]
[ 1.11227596]
[ 0.81695079]
[-0.26394345]
[-0.09659753]
[-0.56193902]
[-0.45857296]
[-0.00717048]
[-0.48202178]
[-0.16528721]
[-0.21608134]
[ 0.23816544]
[ 1.02657974]
[-0.8939774]
[-0.14127701]
[-0.50706856]
[-0.8160708]
[ 0.37736304]
[ 0.29999454]
[ 0.3251658]
[-0.68877526]
[ 0.42149219]
[-1.20590734]
[ 0.38874432]
[ 2.13751793]
[-0.2563258]
[ 0.9899937]
[-0.35741835]
[-0.25764849]
[-0.12679267]
[ 0.17939066]
[-0.62560637]
[ 0.63083412]
[-0.74594593]
[-0.71523227]
[ 2.3459514]
[-0.18212968]
[-1.3167448]
[ 0.08483937]
[-0.27389482]
[-0.1127951]
[-0.51176917]
[-0.06110682]
[-0.33794148]
[-0.25780282]
[-0.34062377]
[-0.23022835]
[-0.1701259]
[ 0.16781587]
[ 0.12782828]
[ 0.12239997]
[ 2.11406058]
[-0.02562349]
[-0.51188254]
[-0.03281651]
[-0.28655627]
[ 0.02312325]
[ 0.42328352]
[-0.71567736]
[ 0.77714002]
[ 0.29050656]
[ 0.57627575]
[-1.06745851]
[ 0.15319173]
[ 0.24533428]
[-1.00532781]
[ 0.17299056]
[-0.186328]
[-0.63181527]
[-0.69320307]
[ 0.14956663]
[ 0.62974037]
[-0.77486848]
[-0.34694558]
[ 0.61689677]
[-0.3666371]
[-0.26928281]
[-0.09189337]
[-0.68686338]
[-0.19464971]
[-0.65440084]
[-0.10768941]
[ 0.69385321]
[-0.29840977]
[-0.14084186]
[-0.44962036]
[-0.05856445]
[ 0.09828623]
[ 0.28068031]
[-0.14598358]
[ 0.52391011]
[ 0.28543342]
[-0.77056633]
[ 0.20038305]
[ 0.56982769]
[ 0.10062449]
[-0.04554913]
[-1.35125892]
[-0.78983299]
[-0.9901782]
[ 0.54153283]
[ 0.2116499]
[-0.50771947]
[ 0.15275612]
[-0.8458706]
[-0.29610131]
[ 0.25222175]
[-0.95654389]
[-0.46619894]
[-0.37278001]
[ 0.63341329]
[-0.22268814]
[-0.18165931]
[-0.95727711]
[-0.15933505]
[-0.24261671]
[-0.26614479]
[-0.17056068]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
15426          0          0          1          0          0          0   
15427          0          0          0          1          0          0   
15428          0          0          0          1          0          0   
15429          0          0          0          1          0          0   
15430          0          0          0          1          0          0   
15431          0          0          0          1          0          0   
15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
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   -4.30738065e-01   8.76990675e-02   1.97703170e-01   7.96506772e-02
    1.43137524e-02   9.74864670e-02]
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   -1.11900475e-01   1.64113967e-01  -2.89171351e-01  -5.71654913e-02
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    1.60264062e-02   1.63151722e-01]
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    1.42027343e-01  -2.86328646e-03]
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    5.32176576e-02   1.42646448e-01   1.71706201e-01   3.74394951e-02
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final_inputs_run [[ 0.77721543]
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 ..., 
 [ 0.62824382]
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final_outputs_run [[ 0.77721543]
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 ..., 
 [ 0.62824382]
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Progress: 2.7% ... Training loss: 0.411 ... Validation loss: 0.678[ 0.3129207]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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    4.77066014e-02   1.27991207e-01]
 [  9.62939947e-02   1.51884841e-01  -2.33067927e-02   2.26021195e-04
    2.39701671e-02  -3.49215717e-02  -2.46198264e-01   2.45302438e-01
   -1.43215709e-01  -1.37110059e-02]
 [ -3.83220427e-02   2.87730845e-01  -1.05651423e-01   2.93189926e-02
    8.51618702e-02  -5.51970714e-02  -8.89088353e-02  -2.57544360e-01
   -7.86780402e-02  -1.37580571e-01]
 [ -5.61882295e-02   1.57094735e-01  -1.06000170e-01  -2.83459454e-01
   -2.19651460e-01  -3.03698866e-01   4.96629555e-02  -8.88717894e-02
   -8.79399984e-02  -1.50524566e-01]
 [  4.59612140e-02  -1.05698749e-02  -3.48991075e-02  -1.26305054e-01
   -2.60360809e-02  -4.71531199e-02   3.60169090e-02   6.48147233e-02
    7.91539466e-03   5.59035037e-02]
 [ -1.57551419e-01   1.60994853e-02  -7.40387363e-03   1.23487464e-01
   -2.86786113e-01   1.01478548e-01   7.12007166e-02   1.92425805e-01
    1.26806735e-01   3.18556559e-02]
 [ -5.75758471e-02   2.30128250e-01   1.63988963e-01   6.66574268e-02
   -1.82340701e-01   8.57730303e-02   1.65170062e-01  -1.90672979e-01
    1.75634419e-01   5.82005775e-02]
 [  2.08926289e-01  -5.93466115e-02  -2.28794973e-02  -2.06802278e-01
   -4.63628087e-02   1.56860523e-01  -4.09179413e-02  -2.81285611e-02
    1.06853457e-01   8.57712006e-02]
 [  1.59010699e-02   7.84906036e-03  -2.32462680e-01  -2.40329376e-01
    3.40368395e-01  -1.13485877e-01   8.86463604e-02   7.31822434e-02
    3.17963227e-03  -1.00487941e-01]
 [ -1.56516694e-01   9.50397723e-02  -2.24290201e-01   6.05265383e-02
    1.91846846e-01  -6.54235683e-02   5.82784055e-02  -9.49520858e-02
    2.12269069e-01   1.83326700e-01]
 [  1.01402402e-01   1.84382245e-01   3.74879174e-02  -6.31780460e-02
    5.63571024e-02   2.05817485e-01  -5.82663027e-02  -2.14072147e-01
   -8.38899852e-02   1.45428550e-01]
 [ -1.70245533e-02  -3.50714520e-02  -3.31631198e-03  -1.51776132e-01
    2.10953282e-01   2.39061635e-02   2.87344061e-02  -1.26211245e-01
    1.16328592e-01   6.37729028e-02]
 [  1.77817360e-01   6.98718101e-02  -2.53379899e-01  -1.60674744e-01
   -4.33954551e-01   1.89243517e-01   2.04576772e-01  -7.83851044e-02
    2.22257426e-01   1.81620692e-01]
 [  6.15019969e-02   1.06159473e-02  -2.39089248e-01   2.41626976e-01
   -3.69209817e-01   1.66127988e-02   4.23098523e-02   5.16291202e-02
   -1.17506230e-01   3.28542338e-01]
 [  2.45259692e-01   2.60822067e-01  -1.38972930e-01   3.01502704e-01
   -4.07497844e-01  -9.41597542e-04   1.43126561e-03   9.86729118e-02
    8.58196739e-02   4.18786161e-01]
 [ -1.06499906e-01   1.44590079e-01  -2.63862653e-01   1.95613141e-01
   -4.92026948e-01  -6.60350743e-02  -7.65404771e-02  -1.96326545e-02
    9.11992953e-02  -9.48173100e-02]
 [  1.76787935e-01   4.42060999e-02  -1.63849796e-01  -1.37045073e-02
   -4.06572048e-01  -2.18958953e-02   1.53789822e-01  -7.29317467e-02
   -2.07534520e-01   2.25525539e-01]
 [  1.96348023e-01  -8.73675028e-02  -1.02188662e-01  -3.99975982e-02
   -5.15756594e-01  -3.88572545e-02   2.37244849e-01  -1.43863637e-01
   -1.34741309e-01   1.91843499e-01]
 [  1.40444633e-02   1.39127967e-01  -1.39969600e-01   7.89836666e-02
   -1.33575376e-01   9.61312860e-02   7.48554327e-02   1.23339336e-01
    2.53933350e-01   4.15415847e-02]
 [ -1.68225342e-01  -2.23186533e-01  -7.94198221e-04  -2.28492150e-01
    4.02314697e-01  -2.25045023e-02   1.33709478e-01   2.46650549e-02
   -5.20833323e-02  -1.22579843e-01]
 [ -3.93892578e-01  -4.00242707e-01   3.51638955e-02  -1.19653952e-01
    5.02242704e-01  -1.29226633e-01  -2.54395484e-01   1.76399302e-01
   -1.17391110e-01  -4.34510543e-01]
 [  1.57856260e-01   1.99269214e-01   4.21132111e-02  -6.80498175e-02
    1.16778956e-01   4.04632582e-02  -8.93662793e-02  -6.84661153e-02
    5.18970744e-03  -9.79721206e-02]
 [  6.80807490e-02   4.51658774e-02  -2.42002619e-01   1.27215141e-01
    6.45924008e-02  -4.66527238e-02   1.91889921e-01   3.53578664e-03
   -2.14633373e-02  -1.32199055e-01]
 [  1.38306806e-02   1.62186737e-01   1.62768610e-01  -4.90988436e-02
   -1.99589767e-01  -2.27268278e-02  -2.31517064e-02   8.18910808e-02
   -1.50831326e-01  -5.15466340e-02]
 [  1.03473273e-01  -2.91315336e-04   1.22616966e-02  -1.16471648e-01
   -4.01311570e-02   4.82108446e-02  -1.15376433e-01   7.47580647e-02
    2.86093221e-02   8.53582626e-03]
 [ -1.44260636e-01   1.70159352e-01   1.23162996e-01   4.29078695e-02
    1.44447362e-01  -1.54358796e-01  -1.49531916e-01  -1.39876970e-01
   -7.78680716e-04   1.44674329e-01]
 [  1.67940847e-01   2.30035667e-01   9.65132741e-02   1.19666316e-01
   -5.03632037e-02  -2.59419259e-01  -8.36729028e-02  -8.63681263e-02
   -1.11505764e-01   1.43618750e-01]
 [  3.47807800e-02  -1.48958411e-01   8.44712321e-02   2.00638604e-01
   -5.85045739e-02  -1.20356092e-02  -9.34521649e-02   3.90776139e-02
    1.24183490e-01  -1.54673218e-01]
 [  1.84502566e-02  -8.21825864e-03   1.46821854e-01  -1.06303010e-01
   -2.17712441e-02   1.92890399e-01  -1.62790220e-02   1.04455617e-01
    1.59209653e-01  -3.89646293e-01]
 [  9.86967034e-02  -2.73376279e-01   1.05466956e-01  -3.73456127e-01
    7.05874760e-01  -1.58825567e-01  -1.87015239e-01   2.60781140e-01
    1.77351919e-01  -4.35961771e-01]
 [ -2.93073078e-01  -2.08010545e-01   9.37039820e-02  -9.62889777e-02
    5.80713640e-01  -2.18863499e-01  -2.18074253e-01   2.03175878e-01
    3.73899719e-01  -3.65818436e-01]
 [  1.52474011e-01  -7.87226351e-02  -4.02000315e-02   9.20053193e-02
    4.26429652e-01  -1.92858897e-01  -1.61210038e-01  -4.07594557e-02
    5.05936577e-02  -1.92584144e-01]
 [ -2.94292469e-01  -1.87821541e-01   2.80559102e-01  -1.56663363e-02
   -4.96783136e-02   7.83578565e-02   1.14312894e-01   1.82231400e-01
   -8.90340949e-03  -1.05607710e-01]
 [  1.33952830e-01   2.08638986e-02   2.33351403e-01  -2.13946668e-01
   -5.26685187e-02   9.81323370e-02   1.15741612e-01   1.60153417e-01
    8.60737969e-02  -7.46640470e-02]
 [  1.46598630e-01   9.86523596e-02  -1.05638102e-01  -9.92609124e-02
   -2.29385362e-01   2.05803298e-01   7.54055053e-02  -1.99038885e-01
   -1.13779571e-01   2.57006772e-02]
 [ -1.35830309e-01   1.58902260e-01  -2.27705939e-01  -3.59936332e-02
   -4.32735377e-01   8.79882930e-02   1.98129878e-01   7.92561351e-02
    1.41105636e-02   9.83648727e-02]
 [  3.81366979e-02   9.05338121e-02  -7.44373610e-03   6.74346153e-02
   -1.11247360e-01   1.63953973e-01  -2.89406910e-01  -5.69569472e-02
   -3.87891100e-02  -1.41144049e-01]
 [  2.56090389e-02   1.25137118e-02   1.98788590e-01  -1.44566850e-01
   -1.17967964e-01  -1.92798366e-01   1.38937656e-01  -2.02083489e-01
    1.56090391e-02   1.65064548e-01]
 [  4.09635684e-02   2.54858884e-01   3.79743962e-01   2.17757447e-01
   -4.25532726e-03   3.82243873e-02   1.14243240e-01  -8.56364414e-02
    1.42359668e-01  -4.11957606e-03]
 [  1.25740161e-02   1.13928272e-02   5.28265601e-02   6.54878543e-02
   -5.66638441e-02  -1.23527150e-01   7.79757125e-02  -1.39769955e-01
    6.10578266e-02   8.53895091e-02]
 [ -4.16075340e-02   2.15910519e-01   2.71683727e-01  -1.02177923e-01
   -1.14382237e-01  -2.63889617e-02  -1.54910337e-02   9.00740227e-02
   -2.45565957e-01   3.29601447e-02]
 [ -9.03767521e-02   3.27224776e-04   2.06555841e-01  -3.64955065e-02
   -1.25624680e-01  -1.23082842e-01  -1.64920097e-01  -1.37838920e-01
   -2.17023492e-01   1.97925997e-02]
 [  8.53620882e-02  -2.97639462e-01   9.37557562e-02   6.78327566e-02
    5.14349453e-02   1.42928795e-01   1.72100806e-01   3.70679690e-02
   -1.03419925e-01   1.61021286e-01]]
final_inputs_run [[-1.33846341]
 [-1.36938751]
 [-1.42906557]
 ..., 
 [-0.21994201]
 [ 0.03208661]
 [ 0.42111961]]
final_outputs_run [[-1.33846341]
 [-1.36938751]
 [-1.42906557]
 ..., 
 [-0.21994201]
 [ 0.03208661]
 [ 0.42111961]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
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Progress: 2.7% ... Training loss: 0.410 ... Validation loss: 0.680[-0.0494543]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
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28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
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15414   1        0 -0.088219  0.325357   0.031898         0         0   
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15416   1        0  0.015647  0.221693  -0.456086         0         0   
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15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
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15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
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15427   1        0 -0.192085  1.310171  -0.821460         0         0   
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15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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       weekday_6  
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[15435 rows x 56 columns]
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final_inputs_run [[-1.33344792]
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 ..., 
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final_outputs_run [[-1.33344792]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
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15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
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...          ...  
16845          0  
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16869          0  
16870          0  
16871          0  
16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
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   -8.94471823e-04   1.45197440e-01]
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   -1.11605184e-01   1.44041100e-01]
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    1.24324256e-01  -1.55235440e-01]
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    5.82279259e-01  -2.19090070e-01  -2.18442643e-01   2.03495885e-01
    3.74064520e-01  -3.66538946e-01]
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    4.26338162e-01  -1.92840436e-01  -1.61206398e-01  -4.07637379e-02
    5.05928405e-02  -1.92527652e-01]
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   -4.96959260e-02   7.83669066e-02   1.14330443e-01   1.82214280e-01
   -8.91060462e-03  -1.05588819e-01]
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   -1.13785820e-01   2.57317338e-02]
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   -4.32502418e-01   8.79200428e-02   1.98026825e-01   7.93480029e-02
    1.41564270e-02   9.81914996e-02]
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    1.59693847e-02   1.63449143e-01]
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    1.42393964e-01  -4.28724418e-03]
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    6.06982908e-02   8.69316775e-02]
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   -1.14492803e-01  -2.64002304e-02  -1.55131282e-02   9.01096509e-02
   -2.45552410e-01   3.29521887e-02]
 [ -9.05898853e-02   8.85375147e-05   2.06774912e-01  -3.67211649e-02
   -1.24758656e-01  -1.23170829e-01  -1.65085930e-01  -1.37678699e-01
   -2.16939662e-01   1.94872261e-02]
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    5.15437733e-02   1.42829239e-01   1.71936417e-01   3.71853195e-02
   -1.03346217e-01   1.60818738e-01]]
final_inputs_run [[ 0.77568827]
 [ 0.57569235]
 [ 0.63891739]
 ..., 
 [ 0.62256078]
 [ 0.2180683 ]
 [ 0.18485247]]
final_outputs_run [[ 0.77568827]
 [ 0.57569235]
 [ 0.63891739]
 ..., 
 [ 0.62256078]
 [ 0.2180683 ]
 [ 0.18485247]]
Progress: 2.8% ... Training loss: 0.409 ... Validation loss: 0.682[-0.59998324]
[ 0.13062919]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
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final_inputs_run [[-1.31932338]
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 ..., 
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final_outputs_run [[-1.31932338]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15458         0         1             1    ...          0      0      0   
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15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
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15441          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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15436          0  
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[1440 rows x 56 columns]
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    2.13922578e-01   2.34287057e-02   2.80607726e-02  -1.25588961e-01
    1.16635143e-01   6.24088631e-02]
 [  1.78347805e-01   7.04888129e-02  -2.53951965e-01  -1.60136515e-01
   -4.35919024e-01   1.89559338e-01   2.05017726e-01  -7.87950825e-02
    2.22050435e-01   1.82530007e-01]
 [  6.29143583e-02   1.22134956e-02  -2.40532353e-01   2.43054955e-01
   -3.74601459e-01   1.74486781e-02   4.35074715e-02   5.05441536e-02
   -1.18075761e-01   3.30976467e-01]
 [  2.45806600e-01   2.61445847e-01  -1.39549427e-01   3.02057917e-01
   -4.09555079e-01  -6.28396794e-04   1.88672264e-03   9.82600372e-02
    8.56089779e-02   4.19647030e-01]
 [ -1.05445251e-01   1.45779368e-01  -2.64883691e-01   1.96678793e-01
   -4.95858077e-01  -6.54220936e-02  -7.56681033e-02  -2.04327625e-02
    9.07937086e-02  -9.30617942e-02]
 [  1.77645251e-01   4.51602727e-02  -1.64715959e-01  -1.28587708e-02
   -4.09552465e-01  -2.14125640e-02   1.54470312e-01  -7.35719875e-02
   -2.07857675e-01   2.26926380e-01]
 [  1.97117497e-01  -8.65351934e-02  -1.02943136e-01  -3.92743762e-02
   -5.18427660e-01  -3.84453402e-02   2.37838316e-01  -1.44416141e-01
   -1.35021983e-01   1.93057950e-01]
 [  1.40901268e-02   1.39181685e-01  -1.40023764e-01   7.90317725e-02
   -1.33716968e-01   9.61570074e-02   7.48956885e-02   1.23308049e-01
    2.53913289e-01   4.16204229e-02]
 [ -1.67265590e-01  -2.22071941e-01  -1.78036216e-03  -2.27556687e-01
    3.98613832e-01  -2.19366775e-02   1.34537295e-01   2.39257863e-02
   -5.24613089e-02  -1.21009529e-01]
 [ -3.96596618e-01  -4.03529422e-01   3.81237737e-02  -1.22539616e-01
    5.12307196e-01  -1.30860069e-01  -2.56751281e-01   1.78571998e-01
   -1.16279655e-01  -4.39123684e-01]
 [  1.57459763e-01   1.98825151e-01   4.25411895e-02  -6.84765375e-02
    1.18278809e-01   4.02263922e-02  -8.97141521e-02  -6.81455916e-02
    5.34749773e-03  -9.86766139e-02]
 [  6.83106168e-02   4.54396768e-02  -2.42264981e-01   1.27466686e-01
    6.38331739e-02  -4.65184912e-02   1.92098561e-01   3.34800103e-03
   -2.15604277e-02  -1.31792365e-01]
 [  1.37040338e-02   1.62066769e-01   1.62948708e-01  -4.92711666e-02
   -1.99037522e-01  -2.28173903e-02  -2.32599737e-02   8.19871908e-02
   -1.50778670e-01  -5.18124546e-02]
 [  1.03493948e-01  -2.69873378e-04   1.22713063e-02  -1.16492915e-01
   -4.03117315e-02   4.82494640e-02  -1.15276370e-01   7.47097734e-02
    2.85794800e-02   8.65527974e-03]
 [ -1.43834355e-01   1.70587095e-01   1.22778318e-01   4.33193592e-02
    1.42725496e-01  -1.54128163e-01  -1.49155865e-01  -1.40197532e-01
   -9.43622922e-04   1.45392717e-01]
 [  1.68181757e-01   2.30331945e-01   9.62837799e-02   1.19914203e-01
   -5.13842947e-02  -2.59284834e-01  -8.34546983e-02  -8.65655623e-02
   -1.11606205e-01   1.44062899e-01]
 [  3.41271047e-02  -1.49727951e-01   8.51587127e-02   1.99971712e-01
   -5.59770008e-02  -1.24187547e-02  -9.40287072e-02   3.96049500e-02
    1.24450334e-01  -1.55718895e-01]
 [  1.81594662e-02  -8.54531538e-03   1.47126841e-01  -1.06591284e-01
   -2.07655128e-02   1.92725969e-01  -1.65052945e-02   1.04665551e-01
    1.59312706e-01  -3.90122856e-01]
 [  9.76348237e-02  -2.74534335e-01   1.06547157e-01  -3.74360712e-01
    7.09020016e-01  -1.59411269e-01  -1.87929035e-01   2.61601719e-01
    1.77771629e-01  -4.37588543e-01]
 [ -2.94557167e-01  -2.10038490e-01   9.55276932e-02  -9.79563798e-02
    5.86673550e-01  -2.19829706e-01  -2.19684104e-01   2.04559928e-01
    3.74625109e-01  -3.68749866e-01]
 [  1.52459546e-01  -7.87252169e-02  -4.02028613e-02   9.19963721e-02
    4.26449870e-01  -1.92865501e-01  -1.61239820e-01  -4.07310970e-02
    5.06049211e-02  -1.92607996e-01]
 [ -2.94590014e-01  -1.88178864e-01   2.80875630e-01  -1.59791266e-02
   -4.84769972e-02   7.81837992e-02   1.14067159e-01   1.82457971e-01
   -8.78814710e-03  -1.06137069e-01]
 [  1.33683828e-01   2.05821019e-02   2.33609304e-01  -2.14240411e-01
   -5.16450155e-02   9.79923246e-02   1.15547104e-01   1.60342797e-01
    8.61626400e-02  -7.50823121e-02]
 [  1.46659249e-01   9.87187587e-02  -1.05688266e-01  -9.92273667e-02
   -2.29650848e-01   2.05830700e-01   7.54464927e-02  -1.99070904e-01
   -1.13795872e-01   2.57766205e-02]
 [ -1.35793532e-01   1.59052532e-01  -2.27797605e-01  -3.59119952e-02
   -4.33291168e-01   8.80364891e-02   1.98198497e-01   7.91963079e-02
    1.40735398e-02   9.85294826e-02]
 [  3.87983750e-02   9.13213843e-02  -8.15097832e-03   6.81268999e-02
   -1.13728544e-01   1.64365008e-01  -2.88810168e-01  -5.74691959e-02
   -3.90500481e-02  -1.39917354e-01]
 [  2.39821623e-02   1.05515626e-02   2.00579793e-01  -1.46234113e-01
   -1.12585273e-01  -1.93768696e-01   1.37466537e-01  -2.00715796e-01
    1.62803310e-02   1.62139704e-01]
 [  4.15493087e-02   2.55502666e-01   3.79226078e-01   2.18287479e-01
   -6.34847224e-03   3.85369958e-02   1.14693770e-01  -8.60450169e-02
    1.42138098e-01  -3.24215209e-03]
 [  1.34218426e-02   1.24179311e-02   5.19662769e-02   6.63065804e-02
   -5.99779528e-02  -1.23034196e-01   7.87501645e-02  -1.40465578e-01
    6.06990315e-02   8.68872458e-02]
 [ -4.14408180e-02   2.15790299e-01   2.71907345e-01  -1.02258095e-01
   -1.15011914e-01  -2.64213213e-02  -1.56011592e-02   9.01473986e-02
   -2.45525547e-01   3.29468445e-02]
 [ -9.09821682e-02  -4.41163110e-04   2.07264193e-01  -3.71890133e-02
   -1.23061423e-01  -1.23411167e-01  -1.65489610e-01  -1.37308105e-01
   -2.16742104e-01   1.88108924e-02]
 [  8.52254948e-02  -2.97801861e-01   9.38715032e-02   6.77497545e-02
    5.17647585e-02   1.42842373e-01   1.71942416e-01   3.71709193e-02
   -1.03359757e-01   1.60857415e-01]]
final_inputs_run [[ 0.79605905]
 [ 0.59344651]
 [ 0.65484792]
 ..., 
 [ 0.64525203]
 [ 0.24333658]
 [ 0.20117917]]
final_outputs_run [[ 0.79605905]
 [ 0.59344651]
 [ 0.65484792]
 ..., 
 [ 0.64525203]
 [ 0.24333658]
 [ 0.20117917]]
Progress: 2.8% ... Training loss: 0.408 ... Validation loss: 0.679[-0.181191]
[-0.15670871]
[ 1.85484057]
[ 0.37697445]
[ 0.09594199]
[ 1.16730607]
[ 0.14288926]
[ 0.9590242]
[ 0.13836777]
[ 0.62113069]
[-0.34581263]
[ 0.63906218]
[-0.53397209]
[ 0.07791524]
[-0.76917079]
[ 0.59183432]
[ 0.16203121]
[-0.35670595]
[-1.22270326]
[ 2.43546964]
[-0.00722046]
[ 0.29085955]
[-0.20935221]
[ 0.00021853]
[ 0.42125325]
[ 1.28917472]
[-0.85130153]
[ 0.17123386]
[-0.66596169]
[ 0.60527605]
[ 0.70810334]
[ 0.22444954]
[-0.64499825]
[-0.03481067]
[ 0.50335221]
[-0.59316505]
[ 0.21058371]
[ 0.19193231]
[-0.41825352]
[ 0.91350435]
[-0.10915592]
[ 0.32078895]
[-0.53279806]
[ 0.0569471]
[ 0.1308482]
[-0.01895944]
[ 0.34371714]
[-0.76020201]
[-0.0533996]
[-0.39733461]
[-0.07323666]
[-0.4180065]
[-0.43088842]
[ 0.16982695]
[ 0.62592713]
[-0.37117421]
[-0.30581664]
[-0.25886036]
[-0.06256032]
[-0.57960939]
[-0.03381978]
[ 0.16632065]
[-0.15643869]
[-0.01230642]
[-0.05455537]
[ 2.05230158]
[-0.19615519]
[-0.1086027]
[ 0.19349606]
[-0.48380572]
[-1.12355968]
[ 0.91176172]
[ 0.50951404]
[-1.06491768]
[-0.09136812]
[-0.14853897]
[ 1.16832828]
[ 0.35499358]
[ 2.41680433]
[ 0.04361065]
[ 0.06993451]
[ 0.27352826]
[ 0.86256917]
[ 0.27352826]
[-0.70385187]
[-0.76021938]
[-0.22957553]
[-0.25551602]
[ 1.08275349]
[ 0.69052256]
[-0.05848868]
[ 2.44556102]
[ 0.40721181]
[ 0.02236592]
[ 1.00632805]
[ 0.13331954]
[-1.07183609]
[ 0.84486617]
[-0.76042806]
[ 0.01338685]
[-0.49931873]
[-0.10894782]
[-0.31999594]
[-0.32161603]
[-0.1018354]
[-0.14870224]
[ 0.57618225]
[ 0.11002691]
[ 0.68416533]
[-0.10881445]
[ 0.30177551]
[-0.32845406]
[-0.26976272]
[-0.2848998]
[ 1.03136102]
[ 0.83295132]
[-0.03576897]
[ 0.15145127]
[ 0.21238153]
[-0.67814972]
[-0.47556122]
[ 0.48912898]
[ 0.05641014]
[ 0.2298822]
[ 0.22647876]
[-0.29593296]
[-0.94345119]
[ 0.22390797]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
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15441   1        0  0.534976 -1.177780  -0.211685         0         0   
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15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
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15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
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   -4.80383516e-02   7.81163776e-02   1.13971765e-01   1.82546698e-01
   -8.74249333e-03  -1.06325036e-01]
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    8.61808011e-02  -7.51599699e-02]
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   -2.30174329e-01   2.05921172e-01   7.55825072e-02  -1.99197623e-01
   -1.13860811e-01   2.60549765e-02]
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    1.40881779e-02   9.84773722e-02]
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    1.42027161e-01  -2.73507273e-03]
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 [  8.58806121e-02  -2.97098564e-01   9.32171099e-02   6.83775215e-02
    4.95458333e-02   1.43202512e-01   1.72456635e-01   3.67043041e-02
   -1.03608071e-01   1.61982690e-01]]
final_inputs_run [[ 0.86612038]
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 ..., 
 [ 0.70895678]
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final_outputs_run [[ 0.86612038]
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 ..., 
 [ 0.70895678]
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Progress: 2.8% ... Training loss: 0.411 ... Validation loss: 0.675[-0.80446356]
[ 0.72188108]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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6             0         0             1    ...          0      0      0   
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11            0         0             1    ...          0      0      0   
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14            0         0             0    ...          0      0      0   
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22            0         0             0    ...          0      1      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15424         0         1             0    ...          1      0      0   
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15426         0         1             0    ...          0      0      1   
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15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.75378490e-01  -2.21338100e-01   1.50829848e-01  -1.76639323e-01
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   -2.65124409e-01  -5.23210844e-02   3.86802574e-02   9.77236844e-02
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 [ -1.81503942e-01  -2.02678239e-02  -6.36154466e-02  -6.13662181e-02
    2.28861323e-01   6.77218894e-02  -4.25262691e-02   1.97003240e-01
   -6.64894944e-02   6.27036617e-02]
 [ -1.08776909e-01  -1.10000857e-01  -2.58340296e-02  -8.69239119e-02
   -1.46126666e-01  -7.76197405e-02   2.49039529e-01   1.08901546e-01
    2.07587503e-01  -8.95741611e-03]
 [ -1.20656206e-01   1.05822025e-01  -1.40765255e-01   7.99715872e-02
    1.44784650e-01  -1.16283913e-01  -1.77399716e-01   2.66715795e-02
   -2.45520196e-01   2.97322273e-02]
 [ -1.34529692e-01   7.27106111e-02  -8.00866173e-03  -1.27006722e-01
   -1.17598795e-01  -1.82175008e-02   6.58047884e-02   6.03212641e-02
   -1.86369560e-01   1.65269856e-01]
 [  2.54024436e-01  -2.15499305e-01  -8.67502985e-02   7.77100491e-02
    1.57294819e-01   4.17850142e-02  -5.67398066e-02  -6.09518853e-02
    2.54196600e-01   2.41098424e-02]
 [ -9.46922566e-02   1.46238109e-01  -4.33420523e-02   1.95254306e-02
    1.24825669e-01  -1.00218542e-01  -3.91182908e-03  -2.43563966e-02
    4.75787896e-02   1.28563976e-01]
 [  9.63087726e-02   1.51963711e-01  -2.32979884e-02   2.59194191e-04
    2.35012906e-02  -3.49412735e-02  -2.46248743e-01   2.45307161e-01
   -1.43207014e-01  -1.36177747e-02]
 [ -3.91028544e-02   2.86857244e-01  -1.04710637e-01   2.85612356e-02
    8.79420330e-02  -5.56910587e-02  -8.96054876e-02  -2.56916241e-01
   -7.83520520e-02  -1.38814429e-01]
 [ -5.71866697e-02   1.55633285e-01  -1.04798690e-01  -2.84604417e-01
   -2.14901400e-01  -3.04291635e-01   4.85713407e-02  -8.78823720e-02
   -8.74351179e-02  -1.52245982e-01]
 [  4.59862695e-02  -1.06671215e-02  -3.48843233e-02  -1.26343018e-01
   -2.58202701e-02  -4.71387804e-02   3.59395600e-02   6.48466374e-02
    7.91970605e-03   5.57628639e-02]
 [ -1.56995391e-01   1.70185980e-02  -8.15972837e-03   1.24144471e-01
   -2.89300064e-01   1.01867437e-01   7.17013082e-02   1.91914163e-01
    1.26521776e-01   3.30978980e-02]
 [ -5.77183484e-02   2.29934910e-01   1.64178531e-01   6.65391318e-02
   -1.82263128e-01   8.56906641e-02   1.65051537e-01  -1.90560594e-01
    1.75699662e-01   5.81480388e-02]
 [  2.09342950e-01  -5.88029862e-02  -2.33677427e-02  -2.06268586e-01
   -4.84721035e-02   1.57123650e-01  -4.06728383e-02  -2.84415227e-02
    1.06714626e-01   8.65206725e-02]
 [  1.70478999e-02   9.19722803e-03  -2.33525300e-01  -2.39034722e-01
    3.34829813e-01  -1.12735912e-01   8.95657188e-02   7.22918456e-02
    2.70785771e-03  -9.83568045e-02]
 [ -1.56471759e-01   9.46221172e-02  -2.23757575e-01   6.02831793e-02
    1.91216590e-01  -6.55986538e-02   5.79513957e-02  -9.47603100e-02
    2.12410749e-01   1.82662002e-01]
 [  1.01355824e-01   1.84308620e-01   3.75296353e-02  -6.32302014e-02
    5.64817948e-02   2.05781796e-01  -5.83049823e-02  -2.14017348e-01
   -8.38659326e-02   1.45337276e-01]
 [ -1.79323904e-02  -3.61322077e-02  -2.38770383e-03  -1.52721437e-01
    2.14282485e-01   2.33617178e-02   2.79546457e-02  -1.25498051e-01
    1.16675877e-01   6.22125515e-02]
 [  1.78816346e-01   7.10048990e-02  -2.54403056e-01  -1.59709554e-01
   -4.37706264e-01   1.89816428e-01   2.05380240e-01  -7.91290547e-02
    2.21868473e-01   1.83293622e-01]
 [  6.32472063e-02   1.25991613e-02  -2.40838951e-01   2.43387690e-01
   -3.75805660e-01   1.76422724e-02   4.37822707e-02   5.02819135e-02
   -1.18217844e-01   3.31542665e-01]
 [  2.45978246e-01   2.61628253e-01  -1.39718617e-01   3.02221432e-01
   -4.10189610e-01  -5.35570857e-04   2.01969171e-03   9.81447833e-02
    8.55460976e-02   4.19912192e-01]
 [ -1.04263471e-01   1.47197914e-01  -2.66167410e-01   1.97910539e-01
   -5.00406115e-01  -6.47197067e-02  -7.46388496e-02  -2.13859370e-02
    9.02872595e-02  -9.09895422e-02]
 [  1.78818741e-01   4.64842686e-02  -1.65946632e-01  -1.17055113e-02
   -4.13916931e-01  -2.07756665e-02   1.55404431e-01  -7.44972025e-02
   -2.08338571e-01   2.28862644e-01]
 [  1.97522790e-01  -8.61418449e-02  -1.03319135e-01  -3.89244947e-02
   -5.19978719e-01  -3.82480798e-02   2.38119115e-01  -1.44682191e-01
   -1.35169118e-01   1.93669350e-01]
 [  1.46458432e-02   1.39782399e-01  -1.40558960e-01   7.95567156e-02
   -1.35884020e-01   9.64612181e-02   7.53199827e-02   1.22901141e-01
    2.53695573e-01   4.24883294e-02]
 [ -1.66951103e-01  -2.21739778e-01  -2.09034081e-03  -2.27268952e-01
    3.97645124e-01  -2.17457465e-02   1.34803402e-01   2.36885131e-02
   -5.25945791e-02  -1.20542927e-01]
 [ -3.96644275e-01  -4.03510385e-01   3.80077405e-02  -1.22496851e-01
    5.12209491e-01  -1.30856853e-01  -2.56728646e-01   1.78515203e-01
   -1.16324012e-01  -4.39189545e-01]
 [  1.57335350e-01   1.98668163e-01   4.27081681e-02  -6.86457211e-02
    1.18850549e-01   4.01429553e-02  -8.98514332e-02  -6.80421951e-02
    5.40033408e-03  -9.89462284e-02]
 [  6.92449004e-02   4.65516596e-02  -2.43314771e-01   1.28477345e-01
    6.02004243e-02  -4.59697983e-02   1.92886212e-01   2.57855203e-03
   -2.19618435e-02  -1.30151791e-01]
 [  1.38076267e-02   1.62237675e-01   1.62824088e-01  -4.91342458e-02
   -1.99557830e-01  -2.27520991e-02  -2.31419360e-02   8.18783009e-02
   -1.50837598e-01  -5.15502142e-02]
 [  1.03467497e-01  -3.09735916e-04   1.23050545e-02  -1.16542106e-01
   -4.01302462e-02   4.82059597e-02  -1.15327399e-01   7.47498606e-02
    2.86045081e-02   8.56821908e-03]
 [ -1.44007782e-01   1.70342364e-01   1.23034134e-01   4.31123297e-02
    1.43528517e-01  -1.54234012e-01  -1.49309261e-01  -1.40028457e-01
   -8.55648902e-04   1.45032191e-01]
 [  1.67192790e-01   2.29137586e-01   9.73968107e-02   1.18863414e-01
   -4.74811178e-02  -2.59872021e-01  -8.43295129e-02  -8.57351618e-02
   -1.11167095e-01   1.42290259e-01]
 [  3.42515223e-02  -1.49665908e-01   8.51995951e-02   1.99999724e-01
   -5.63522958e-02  -1.23565426e-02  -9.39712816e-02   3.95580102e-02
    1.24425037e-01  -1.55594040e-01]
 [  1.75139399e-02  -9.35204754e-03   1.47862793e-01  -1.07273167e-01
   -1.81053717e-02   1.92329171e-01  -1.70949189e-02   1.05213375e-01
    1.59590874e-01  -3.91173601e-01]
 [  9.56581309e-02  -2.76852127e-01   1.08626169e-01  -3.76151657e-01
    7.14911041e-01  -1.60600997e-01  -1.89818825e-01   2.63150485e-01
    1.78648462e-01  -4.40705409e-01]
 [ -2.94750916e-01  -2.10189276e-01   9.57444013e-02  -9.80235504e-02
    5.86971514e-01  -2.19883010e-01  -2.19947468e-01   2.04714272e-01
    3.74730605e-01  -3.68921665e-01]
 [  1.50749639e-01  -8.06297225e-02  -3.84303896e-02   9.03147397e-02
    4.32615478e-01  -1.93771446e-01  -1.62721837e-01  -3.93616787e-02
    5.13173627e-02  -1.95437658e-01]
 [ -2.94974242e-01  -1.88636723e-01   2.81290765e-01  -1.63666911e-02
   -4.70045496e-02   7.79571769e-02   1.13757009e-01   1.82769839e-01
   -8.63493411e-03  -1.06796142e-01]
 [  1.33673365e-01   2.05756363e-02   2.33623536e-01  -2.14254179e-01
   -5.16076757e-02   9.79866185e-02   1.15538552e-01   1.60347009e-01
    8.61654783e-02  -7.51006772e-02]
 [  1.46812355e-01   9.89089623e-02  -1.05841489e-01  -9.90833638e-02
   -2.30226073e-01   2.05913570e-01   7.55709353e-02  -1.99188204e-01
   -1.13856689e-01   2.60412774e-02]
 [ -1.35569412e-01   1.59303086e-01  -2.28027889e-01  -3.57007667e-02
   -4.34190782e-01   8.81649481e-02   1.98372330e-01   7.90304015e-02
    1.39896135e-02   9.88959112e-02]
 [  3.89312829e-02   9.14205327e-02  -8.27581215e-03   6.82987052e-02
   -1.14129126e-01   1.64502306e-01  -2.88742705e-01  -5.75960763e-02
   -3.91262806e-02  -1.39673795e-01]
 [  2.39295276e-02   1.05799406e-02   2.00562950e-01  -1.46246692e-01
   -1.12777050e-01  -1.93785817e-01   1.37426345e-01  -2.00694113e-01
    1.62775250e-02   1.62125520e-01]
 [  4.23427230e-02   2.56459129e-01   3.78348765e-01   2.19092143e-01
   -9.69478541e-03   3.90160483e-02   1.15305985e-01  -8.66677849e-02
    1.41789732e-01  -1.79492346e-03]
 [  1.24319870e-02   1.12431821e-02   5.32645526e-02   6.52927032e-02
   -5.67983954e-02  -1.23589552e-01   7.77642299e-02  -1.39621661e-01
    6.11358928e-02   8.51784093e-02]
 [ -4.19788656e-02   2.15116120e-01   2.72548827e-01  -1.02656955e-01
   -1.14068136e-01  -2.68545413e-02  -1.62961881e-02   9.06249344e-02
   -2.45200899e-01   3.20488494e-02]
 [ -9.12801297e-02  -8.15213438e-04   2.07635807e-01  -3.75593984e-02
   -1.21927055e-01  -1.23567550e-01  -1.65799156e-01  -1.37034094e-01
   -2.16603942e-01   1.82766874e-02]
 [  8.60395108e-02  -2.96985302e-01   9.30866914e-02   6.85141952e-02
    4.91034859e-02   1.43255960e-01   1.72522299e-01   3.66174471e-02
   -1.03645218e-01   1.62127789e-01]]
final_inputs_run [[-1.32289877]
 [-1.35605984]
 [-1.41261893]
 ..., 
 [-0.21610399]
 [ 0.04116061]
 [ 0.44348718]]
final_outputs_run [[-1.32289877]
 [-1.35605984]
 [-1.41261893]
 ..., 
 [-0.21610399]
 [ 0.04116061]
 [ 0.44348718]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
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final_inputs_run [[ 0.81285172]
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 ..., 
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final_outputs_run [[ 0.81285172]
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 ..., 
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Progress: 2.8% ... Training loss: 0.406 ... Validation loss: 0.671[ 1.18032603]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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8             0         0             1    ...          0      0      0   
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10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
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16            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
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15429         0         1             0    ...          0      0      0   
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15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
0              1  
1              1  
2              1  
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[15435 rows x 56 columns]
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final_inputs_run [[-1.31197209]
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 ..., 
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final_outputs_run [[-1.31197209]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
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15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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16870          0  
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16872          0  
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16874          0  

[1440 rows x 56 columns]
self.weights_input_to_hidden [[ -3.75005455e-01  -2.21047909e-01   1.50603269e-01  -1.76548451e-01
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    5.07024961e-02   1.42994776e-01   1.72074511e-01   3.70007609e-02
   -1.03426278e-01   1.61246218e-01]]
final_inputs_run [[ 0.8258925 ]
 [ 0.62636699]
 [ 0.68517244]
 ..., 
 [ 0.66920128]
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final_outputs_run [[ 0.8258925 ]
 [ 0.62636699]
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 ..., 
 [ 0.66920128]
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Progress: 2.8% ... Training loss: 0.405 ... Validation loss: 0.671[ 0.33286233]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
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final_inputs_run [[-1.29774445]
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 ..., 
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final_outputs_run [[-1.29774445]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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15438          0  
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[1440 rows x 56 columns]
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   -1.80553012e-01   8.53264828e-02   1.64487082e-01  -1.90065624e-01
    1.75963928e-01   5.72668623e-02]
 [  2.10450403e-01  -5.76008989e-02  -2.45440850e-02  -2.05246553e-01
   -5.27226084e-02   1.57733859e-01  -3.97882434e-02  -2.92475903e-02
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    2.12414073e-01   1.82580427e-01]
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    5.96267640e-02   2.05267500e-01  -5.90225918e-02  -2.13339042e-01
   -8.35169696e-02   1.43858672e-01]
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    2.14029922e-01   2.33978372e-02   2.79969135e-02  -1.25547593e-01
    1.16648985e-01   6.23059610e-02]
 [  1.79385394e-01   7.17136333e-02  -2.55074679e-01  -1.59139523e-01
   -4.40006837e-01   1.90150441e-01   2.05898407e-01  -7.96102344e-02
    2.21615298e-01   1.84331279e-01]
 [  6.43966594e-02   1.39197810e-02  -2.42073735e-01   2.44524006e-01
   -3.80097480e-01   1.83121383e-02   4.47315639e-02   4.94006524e-02
   -1.18685765e-01   3.33479958e-01]
 [  2.46741039e-01   2.62488196e-01  -1.40496633e-01   3.02968978e-01
   -4.13060296e-01  -1.06207421e-04   2.61850709e-03   9.75931948e-02
    8.52640981e-02   4.21116456e-01]
 [ -1.02896527e-01   1.48765204e-01  -2.67602603e-01   1.99303605e-01
   -5.05506093e-01  -6.39405299e-02  -7.34920051e-02  -2.24469208e-02
    8.97257958e-02  -8.86677193e-02]
 [  1.79774080e-01   4.75842114e-02  -1.66972526e-01  -1.07438837e-02
   -4.17533968e-01  -2.02380746e-02   1.56183901e-01  -7.52388241e-02
   -2.08725007e-01   2.30466789e-01]
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   -5.20911666e-01  -3.80945431e-02   2.38326239e-01  -1.44882172e-01
   -1.35272878e-01   1.94111009e-01]
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   -1.40007784e-01   9.70855700e-02   7.62080433e-02   1.22076789e-01
    2.53258933e-01   4.43038766e-02]
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   -5.24041835e-02  -1.21306152e-01]
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   -1.15007582e-01  -4.44514993e-01]
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    5.66037918e-03  -1.00021900e-01]
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    6.02426174e-02  -4.60051898e-02   1.92844245e-01   2.61148255e-03
   -2.19432307e-02  -1.30244417e-01]
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   -2.01339983e-01  -2.25167823e-02  -2.27499241e-02   8.15318158e-02
   -1.51030430e-01  -5.08262650e-02]
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   -3.83296748e-02   4.79157795e-02  -1.15743988e-01   7.51439730e-02
    2.88048921e-02   7.78186650e-03]
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    1.43378424e-01  -1.54220397e-01  -1.49273686e-01  -1.40064244e-01
   -8.71709961e-04   1.45104519e-01]
 [  1.67087732e-01   2.29060288e-01   9.74915552e-02   1.18748948e-01
   -4.71591343e-02  -2.59937069e-01  -8.44105192e-02  -8.56779921e-02
   -1.11139893e-01   1.42158904e-01]
 [  3.36724579e-02  -1.50341571e-01   8.58727258e-02   1.99364736e-01
   -5.39920646e-02  -1.27080934e-02  -9.44916569e-02   4.00434722e-02
    1.24688229e-01  -1.56625039e-01]
 [  1.72088903e-02  -9.74044831e-03   1.48174500e-01  -1.07580985e-01
   -1.68551071e-02   1.92139361e-01  -1.73678782e-02   1.05469237e-01
    1.59727036e-01  -3.91693298e-01]
 [  9.44597473e-02  -2.78320421e-01   1.09971196e-01  -3.77309463e-01
    7.18930374e-01  -1.61370923e-01  -1.91059107e-01   2.64213696e-01
    1.79238703e-01  -4.42676417e-01]
 [ -2.95223448e-01  -2.11061223e-01   9.64310006e-02  -9.87221748e-02
    5.89064023e-01  -2.20283669e-01  -2.20625464e-01   2.05341211e-01
    3.75084613e-01  -3.70081558e-01]
 [  1.50409854e-01  -8.10834972e-02  -3.80052240e-02   8.99294350e-02
    4.34021840e-01  -1.93979005e-01  -1.63061172e-01  -3.90548719e-02
    5.14747506e-02  -1.96088829e-01]
 [ -2.94776027e-01  -1.88436777e-01   2.81100530e-01  -1.61764782e-02
   -4.75831635e-02   7.80623111e-02   1.13908708e-01   1.82632324e-01
   -8.70803220e-03  -1.06526812e-01]
 [  1.33637159e-01   2.05424444e-02   2.33658166e-01  -2.14304085e-01
   -5.15057861e-02   9.79614598e-02   1.15516866e-01   1.60375143e-01
    8.61765417e-02  -7.52004748e-02]
 [  1.46928770e-01   9.90329807e-02  -1.05910269e-01  -9.90376345e-02
   -2.30721223e-01   2.05973844e-01   7.56492016e-02  -1.99256044e-01
   -1.13894466e-01   2.62013266e-02]
 [ -1.34837828e-01   1.60189674e-01  -2.28849469e-01  -3.49503898e-02
   -4.37059889e-01   8.86057400e-02   1.99014006e-01   7.84330517e-02
    1.36785934e-02   1.00206498e-01]
 [  3.81309453e-02   9.04799399e-02  -7.33081202e-03   6.74569933e-02
   -1.10842958e-01   1.64027074e-01  -2.89482868e-01  -5.69056815e-02
   -3.87680698e-02  -1.41072901e-01]
 [  2.47471490e-02   1.13608293e-02   1.99941947e-01  -1.45776337e-01
   -1.16093360e-01  -1.93397671e-01   1.37984848e-01  -2.01205653e-01
    1.60112143e-02   1.63246948e-01]
 [  4.21072220e-02   2.56016165e-01   3.78747500e-01   2.18790297e-01
   -9.11562175e-03   3.88444115e-02   1.15001762e-01  -8.64205551e-02
    1.41931172e-01  -2.21077887e-03]
 [  1.20787481e-02   1.08114509e-02   5.37184229e-02   6.49730771e-02
   -5.56544386e-02  -1.23881586e-01   7.73159725e-02  -1.39238814e-01
    6.13507027e-02   8.46077035e-02]
 [ -4.22095956e-02   2.14881921e-01   2.72799965e-01  -1.02902092e-01
   -1.13748696e-01  -2.70438850e-02  -1.65336756e-02   9.08278197e-02
   -2.45088784e-01   3.17219583e-02]
 [ -9.01228609e-02   4.32428112e-04   2.06472638e-01  -3.64888450e-02
   -1.26604902e-01  -1.22959752e-01  -1.64913599e-01  -1.37833736e-01
   -2.17012899e-01   2.01591467e-02]
 [  8.55843027e-02  -2.97530746e-01   9.36253920e-02   6.79596732e-02
    5.08827975e-02   1.42952929e-01   1.72002243e-01   3.70787979e-02
   -1.03393585e-01   1.61127848e-01]]
final_inputs_run [[ 0.84230003]
 [ 0.63999802]
 [ 0.6987522 ]
 ..., 
 [ 0.68391477]
 [ 0.26989436]
 [ 0.21654658]]
final_outputs_run [[ 0.84230003]
 [ 0.63999802]
 [ 0.6987522 ]
 ..., 
 [ 0.68391477]
 [ 0.26989436]
 [ 0.21654658]]
Progress: 2.8% ... Training loss: 0.405 ... Validation loss: 0.668[-0.5435103]
[ 0.10183572]
[ 0.33947064]
[-0.73881332]
[-0.09246774]
[ 0.07608019]
[ 0.61257776]
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[ 1.24178762]
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[ 0.04049636]
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[ 1.82825361]
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[ 0.18766369]
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[-0.42035261]
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[-1.11120774]
[ 0.48287152]
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[ 0.74194998]
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[ 0.55139244]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
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15426         0         1             0    ...          0      0      1   
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15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
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   -3.80418636e-02   4.78686576e-02  -1.15815254e-01   7.52114038e-02
    2.88403454e-02   7.64237151e-03]
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    1.43378873e-01  -1.54226924e-01  -1.49250416e-01  -1.40080491e-01
   -8.80631005e-04   1.45130606e-01]
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   -1.11197847e-01   1.42397381e-01]
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   -5.44717785e-02  -1.26588986e-02  -9.44174787e-02   3.99735702e-02
    1.24654042e-01  -1.56354158e-01]
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   -1.64264911e-02   1.92041317e-01  -1.75182485e-02   1.05598434e-01
    1.59801372e-01  -3.91924278e-01]
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    7.22481775e-01  -1.62013814e-01  -1.92074984e-01   2.65121213e-01
    1.79738910e-01  -4.44480749e-01]
 [ -2.96459158e-01  -2.12723407e-01   9.80055839e-02  -1.00171334e-01
    5.93541909e-01  -2.21097307e-01  -2.21868631e-01   2.06471696e-01
    3.75665201e-01  -3.72505838e-01]
 [  1.50047581e-01  -8.14929016e-02  -3.76282627e-02   8.95683646e-02
    4.35405740e-01  -1.94181244e-01  -1.63361584e-01  -3.87735763e-02
    5.16243714e-02  -1.96701455e-01]
 [ -2.94786445e-01  -1.88397414e-01   2.81082181e-01  -1.61417639e-02
   -4.77305374e-02   7.80773625e-02   1.13945287e-01   1.82599850e-01
   -8.72552959e-03  -1.06472936e-01]
 [  1.33835134e-01   2.07671366e-02   2.33458441e-01  -2.14115805e-01
   -5.22129156e-02   9.80707704e-02   1.15677614e-01   1.60229941e-01
    8.60978877e-02  -7.48620360e-02]
 [  1.46897805e-01   9.89867542e-02  -1.05854504e-01  -9.90854116e-02
   -2.30555075e-01   2.05952560e-01   7.56161589e-02  -1.99226980e-01
   -1.13880180e-01   2.61383523e-02]
 [ -1.34716218e-01   1.60335944e-01  -2.28995754e-01  -3.48204733e-02
   -4.37568071e-01   8.86819485e-02   1.99123423e-01   7.83328428e-02
    1.36235506e-02   1.00431940e-01]
 [  3.89606606e-02   9.13950332e-02  -8.17177264e-03   6.82362423e-02
   -1.13901522e-01   1.64476747e-01  -2.88866887e-01  -5.74819844e-02
   -3.90675065e-02  -1.39783388e-01]
 [  2.51440143e-02   1.18248801e-02   1.99576184e-01  -1.45422788e-01
   -1.17706781e-01  -1.93141748e-01   1.38334689e-01  -2.01530117e-01
    1.58481719e-02   1.63904312e-01]
 [  4.11560593e-02   2.54800674e-01   3.79841710e-01   2.17772296e-01
   -6.07592244e-03   3.82322744e-02   1.14094802e-01  -8.55903744e-02
    1.42367879e-01  -3.79798951e-03]
 [  1.19963645e-02   1.07717673e-02   5.39132614e-02   6.48844285e-02
   -5.53820272e-02  -1.23963261e-01   7.71944965e-02  -1.39159477e-01
    6.13925444e-02   8.44185372e-02]
 [ -4.15937894e-02   2.15624278e-01   2.72179727e-01  -1.02253367e-01
   -1.16520816e-01  -2.66762249e-02  -1.60179336e-02   9.03283409e-02
   -2.45355073e-01   3.27634617e-02]
 [ -8.96644124e-02   9.52954140e-04   2.06086828e-01  -3.61059534e-02
   -1.28797848e-01  -1.22710435e-01  -1.64584604e-01  -1.38159783e-01
   -2.17183032e-01   2.08916211e-02]
 [  8.55122719e-02  -2.97598898e-01   9.36968369e-02   6.78939408e-02
    5.11185871e-02   1.42905089e-01   1.71911248e-01   3.71567717e-02
   -1.03353551e-01   1.60997732e-01]]
final_inputs_run [[ 0.82781915]
 [ 0.61896134]
 [ 0.67608976]
 ..., 
 [ 0.66617321]
 [ 0.25152318]
 [ 0.20821085]]
final_outputs_run [[ 0.82781915]
 [ 0.61896134]
 [ 0.67608976]
 ..., 
 [ 0.66617321]
 [ 0.25152318]
 [ 0.20821085]]
Progress: 2.8% ... Training loss: 0.403 ... Validation loss: 0.668[ 0.05231248]
[-0.15968514]
[-0.63143141]
[-0.7045093]
[-1.03203464]
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[ 1.0426754]
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[ 0.1303068]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
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21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
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26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
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15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
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15422          0          0          1          0          0          0   
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15427          0          0          0          1          0          0   
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15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
12             1  
13             1  
14             1  
15             1  
16             1  
17             1  
18             1  
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22             1  
23             1  
24             0  
25             0  
26             0  
27             0  
28             0  
29             0  
...          ...  
15405          0  
15406          0  
15407          0  
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15426          0  
15427          0  
15428          0  
15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[-0.37210844 -0.21801486  0.14798222 -0.17382537  0.37748919 -0.12527973
  -0.18045698  0.0563828   0.005117   -0.3596177 ]
 [-0.10613179  0.09320531 -0.20661294  0.07774382  0.05484245  0.08485845
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 [-0.38961028 -0.20576715  0.11270568 -0.25662839  0.3827157  -0.19438343
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 [ 0.08717419  0.2636645  -0.32037388  0.26692184 -0.1285298   0.05144974
  -0.05634949 -0.04412074  0.05670031  0.16298328]
 [-0.19788294  0.06361503  0.10031133 -0.03092279 -0.08228108 -0.00175027
  -0.05820125 -0.01710761 -0.14645034  0.01397592]
 [ 0.35142189 -0.00329189  0.08789831 -0.17171382 -0.33964253  0.2693384
   0.02363264  0.0678524   0.15454018  0.08231179]
 [-0.06761905 -0.05461782  0.00567743  0.1581049  -0.03725083 -0.28544541
  -0.0045181  -0.03534655  0.12115146  0.08983672]
 [ 0.26578155  0.13759709  0.04968688  0.13275669 -0.27689206 -0.05087726
   0.04059718  0.09582943  0.0427993   0.10154005]
 [-0.18107274 -0.02000736 -0.06367045 -0.0612279   0.22625629  0.06786281
  -0.0423496   0.19683939 -0.06658859  0.06288513]
 [-0.10491344 -0.10572043 -0.02938921 -0.08340744 -0.16264805 -0.07564639
   0.2516068   0.10626532  0.20617721 -0.002325  ]
 [-0.12192741  0.10378567 -0.1386638   0.07808966  0.14931705 -0.11727564
  -0.17897007  0.02820636 -0.24466657  0.02662222]
 [-0.13343578  0.07399575 -0.0090887  -0.12594992 -0.12195523 -0.01760922
   0.06666151  0.05949102 -0.18679875  0.167061  ]
 [ 0.25402444 -0.21549931 -0.0867503   0.07771005  0.15729482  0.04178501
  -0.05673981 -0.06095189  0.2541966   0.02410984]
 [-0.09538822  0.14538647 -0.04241784  0.01873975  0.1276134  -0.10067918
  -0.00458205 -0.02371332  0.04790456  0.12722836]
 [ 0.0971857   0.15284241 -0.02402879  0.0009638   0.02076149 -0.03450648
  -0.2456776   0.24477154 -0.1434965  -0.01236785]
 [-0.03858757  0.28764756 -0.10519424  0.02912252  0.08519678 -0.05540321
  -0.08926859 -0.2572977  -0.07854595 -0.13785183]
 [-0.05739205  0.15549408 -0.10463485 -0.28476493 -0.21435582 -0.30441724
   0.04844342 -0.08777112 -0.08737863 -0.15238339]
 [ 0.04607235 -0.01036056 -0.03495188 -0.12618217 -0.02684148 -0.04707137
   0.03608212  0.06470241  0.00787072  0.05608   ]
 [-0.15696489  0.01677485 -0.0079117   0.12391616 -0.28887767  0.10180528
   0.07140373  0.19218685  0.12669009  0.03277003]
 [-0.05668775  0.23075318  0.16325892  0.06730162 -0.18616587  0.08614203
   0.1656025  -0.19114786  0.17537606  0.05973745]
 [ 0.21048498 -0.05755095 -0.02456237 -0.20523352 -0.05310245  0.15774727
  -0.03978506 -0.02925379  0.10627955  0.08842593]
 [ 0.01844708  0.01066935 -0.23481038 -0.23767511  0.32888236 -0.11197365
   0.09059534  0.07126102  0.00219133 -0.0959152 ]
 [-0.15627773  0.09456394 -0.22361527  0.06019825  0.18970202 -0.06558544
   0.05794003 -0.09474237  0.21241747  0.18246366]
 [ 0.10046791  0.18334373  0.03841803 -0.06409098  0.05963798  0.20525813
  -0.05903458 -0.2133317  -0.08351434  0.14383293]
 [-0.01773158 -0.03586333 -0.00260695 -0.15249378  0.21352656  0.02348318
   0.02812598 -0.12566867  0.11658871  0.06256375]
 [ 0.18005787  0.07250178 -0.25578358 -0.15852917 -0.44263874  0.19055237
   0.20644903 -0.08012555  0.22133979  0.18547546]
 [ 0.06551423  0.01521686 -0.24325693  0.2456818  -0.38437615  0.01894569
   0.04566078  0.04852863 -0.1191502   0.3354049 ]
 [ 0.24824446  0.26414227 -0.14206835  0.30443883 -0.41852523  0.00072443
   0.0038323   0.09649538  0.08468239  0.42353791]
 [-0.10239185  0.14947739 -0.26819747  0.19989296 -0.50782815 -0.06361709
  -0.07298768 -0.02291576  0.08947663 -0.08774059]
 [ 0.18123064  0.04922358 -0.16849892 -0.00932054 -0.42279291 -0.01940974
   0.15735974 -0.07635671 -0.20931329  0.23288155]
 [ 0.19823378 -0.08532926 -0.10406717 -0.03822333 -0.52241998 -0.03784908
   0.23868528 -0.14522198 -0.13545349  0.1948405 ]
 [ 0.0165613   0.14201461 -0.14264197  0.08150375 -0.14333057  0.09758395
   0.07691053  0.12140579  0.25291712  0.04575907]
 [-0.16675901 -0.2215261  -0.00227857 -0.22705142  0.39697829 -0.02165724
   0.13491963  0.02357972 -0.05265456 -0.1203368 ]
 [-0.39983397 -0.40745518  0.04174041 -0.12598136  0.52384691 -0.13276997
  -0.25955346  0.18119248 -0.11492166 -0.44493046]
 [ 0.15681268  0.19819245  0.0433279  -0.06920843  0.12072816  0.03982216
  -0.09030728 -0.06763033  0.00562269 -0.09992163]
 [ 0.06937008  0.046678   -0.24343065  0.12857601  0.05967775 -0.04592062
   0.19297176  0.00249244 -0.02200546 -0.12998359]
 [ 0.01432028  0.16293911  0.16234085 -0.04865005 -0.20207647 -0.02243067
  -0.02260387  0.08140203 -0.15110593 -0.0505193 ]
 [ 0.10237222 -0.0015443   0.01356529 -0.11764084 -0.0361055   0.04758363
  -0.11625573  0.07561717  0.02905148  0.00682419]
 [-0.14406632  0.17040154  0.12305065  0.04312799  0.14351287 -0.15424923
  -0.14927808 -0.14005695 -0.00086781  0.14507714]
 [ 0.16738482  0.22943473  0.09721776  0.11905724 -0.04843671 -0.25977988
  -0.08414209 -0.08593375 -0.11127545  0.14270513]
 [ 0.03386243 -0.1501017   0.08575213  0.19955049 -0.05483544 -0.01260667
  -0.09433925  0.03990153  0.12461546 -0.15619627]
 [ 0.0166113  -0.01044619  0.14881612 -0.10819333 -0.01459441  0.19175547
  -0.01793025  0.10596118  0.16000117 -0.39268973]
 [ 0.09335935 -0.27971115  0.11118187 -0.37845066  0.72259793 -0.16203685
  -0.19210691  0.26514759  0.17975439 -0.44454467]
 [-0.29700908 -0.21355911  0.09874243 -0.1008622   0.59584348 -0.22144587
  -0.22248495  0.20702783  0.37593781 -0.37359954]
 [ 0.14941807 -0.08222245 -0.0369431   0.08894737  0.43779531 -0.19453717
  -0.16388633 -0.03829076  0.05188724 -0.19778922]
 [-0.2947564  -0.18836349  0.28104129 -0.01611369 -0.04785434  0.07809666
   0.11397097  0.1825706  -0.00874424 -0.10642099]
 [ 0.13412952  0.02113586  0.23311829 -0.21380141 -0.05336535  0.0982463
   0.11593528  0.15998489  0.08596829 -0.07434429]
 [ 0.14715276  0.0993056  -0.10613751 -0.09882646 -0.23160156  0.20611849
   0.07585653 -0.19944993 -0.11399896  0.02662382]
 [-0.1345579   0.16051885 -0.2291589  -0.03466908 -0.43815574  0.0887696
   0.19925049  0.07821435  0.01356248  0.10069816]
 [ 0.03942212  0.09195995 -0.00872019  0.06876417 -0.11565543  0.16477103
  -0.28847659 -0.05787239 -0.0392601  -0.13890414]
 [ 0.0252326   0.0118581   0.19956109 -0.14541346 -0.11797816 -0.19311208
   0.13837814 -0.20157034  0.01581799  0.16399648]
 [ 0.04092232  0.25452516  0.38011565  0.21753617 -0.00522602  0.03808797
   0.11390171 -0.08542365  0.1424599  -0.00420177]
 [ 0.01253575  0.01137177  0.05338751  0.06538459 -0.05732427 -0.12365706
   0.07763859 -0.13956677  0.06115925  0.08527782]
 [-0.0415418   0.21557116  0.27225224 -0.10230655 -0.1166357  -0.02667122
  -0.01607628  0.09038415 -0.2453336   0.03278013]
 [-0.08888136  0.00182238  0.20528586 -0.03534543 -0.13159166 -0.12227342
  -0.16395978 -0.13871728 -0.21748471  0.02217498]
 [ 0.08641258 -0.29656091  0.09275586  0.06880655  0.04777475  0.14342154
   0.17262864  0.03646324 -0.10371777  0.16247859]]
final_inputs_run [[-1.38109496]
 [-1.41635654]
 [-1.47452839]
 ..., 
 [-0.25751112]
 [-0.00341534]
 [ 0.38984149]]
final_outputs_run [[-1.38109496]
 [-1.41635654]
 [-1.47452839]
 ..., 
 [-0.25751112]
 [-0.00341534]
 [ 0.38984149]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
15442          0  
15443          0  
15444          0  
15445          0  
15446          0  
15447          0  
15448          0  
15449          0  
15450          0  
15451          0  
15452          0  
15453          0  
15454          0  
15455          0  
15456          0  
15457          0  
15458          0  
15459          0  
15460          0  
15461          0  
15462          0  
15463          0  
15464          0  
...          ...  
16845          0  
16846          0  
16847          0  
16848          0  
16849          0  
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final_inputs_run [[ 0.77262872]
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 ..., 
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final_outputs_run [[ 0.77262872]
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 ..., 
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Progress: 2.8% ... Training loss: 0.404 ... Validation loss: 0.672[ 0.20266059]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
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15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
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Progress: 2.8% ... Training loss: 0.402 ... Validation loss: 0.669[ 0.70294235]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
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final_inputs_run [[-1.31070335]
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 ..., 
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final_outputs_run [[-1.31070335]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
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15458         0         1             1    ...          0      0      0   
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15460         0         1             1    ...          0      0      0   
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15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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[1440 rows x 56 columns]
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    2.12784233e-01   1.80832965e-01]
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   -8.33335470e-02   1.43075149e-01]
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   -4.44690542e-01   1.90839914e-01   2.06841974e-01  -8.04819490e-02
    2.21157633e-01   1.86333866e-01]
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   -1.19332630e-01   3.36202545e-01]
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   -4.19575294e-01   8.91667849e-04   4.07037632e-03   9.62868197e-02
    8.45736959e-02   4.24032763e-01]
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   -5.11282175e-01  -6.30692899e-02  -7.21729192e-02  -2.36461079e-02
    8.91022792e-02  -8.61170649e-02]
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   -2.09620526e-01   2.34224641e-01]
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   -1.35645713e-01   1.95685963e-01]
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   -2.21830053e-02  -1.29251180e-01]
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   -1.51133421e-01  -5.03743399e-02]
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   -3.28075772e-02   4.70909868e-02  -1.16968895e-01   7.62722417e-02
    2.93869275e-02   5.41809537e-03]
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    1.42616501e-01  -1.54109797e-01  -1.49077308e-01  -1.40235843e-01
   -9.63059519e-04   1.45479367e-01]
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   -5.04446586e-02  -2.59490602e-01  -8.36881547e-02  -8.63321384e-02
   -1.11474244e-01   1.43613877e-01]
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   -5.50647233e-02  -1.25860644e-02  -9.42922551e-02   3.98582573e-02
    1.24598065e-01  -1.56069895e-01]
 [  1.62243086e-02  -1.09064229e-02   1.49202350e-01  -1.08584737e-01
   -1.30021630e-02   1.91503176e-01  -1.82834677e-02   1.06276579e-01
    1.60165384e-01  -3.93367743e-01]
 [  9.24105650e-02  -2.80728128e-01   1.11983759e-01  -3.79217648e-01
    7.25279779e-01  -1.62586288e-01  -1.93039390e-01   2.65886851e-01
    1.80177218e-01  -4.45931859e-01]
 [ -2.97823584e-01  -2.14692797e-01   9.97964284e-02  -1.01842472e-01
    5.98580554e-01  -2.21999997e-01  -2.23331477e-01   2.07783407e-01
    3.76312547e-01  -3.75217464e-01]
 [  1.48506840e-01  -8.32858537e-02  -3.59957775e-02   8.80413038e-02
    4.41078510e-01  -1.95052270e-01  -1.64684025e-01  -3.75950095e-02
    5.22648239e-02  -1.99287087e-01]
 [ -2.94890713e-01  -1.88587908e-01   2.81238452e-01  -1.62920939e-02
   -4.72817958e-02   7.79979771e-02   1.13820595e-01   1.82692113e-01
   -8.67654290e-03  -1.06709357e-01]
 [  1.34478407e-01   2.16023382e-02   2.32711319e-01  -2.13435257e-01
   -5.48811158e-02   9.84690048e-02   1.16281460e-01   1.59679663e-01
    8.58011444e-02  -7.36515459e-02]
 [  1.47301048e-01   9.94776516e-02  -1.06291557e-01  -9.86770547e-02
   -2.32201217e-01   2.06203578e-01   7.59807148e-02  -1.99565548e-01
   -1.14059083e-01   2.68780498e-02]
 [ -1.34492751e-01   1.60618698e-01  -2.29253663e-01  -3.45847189e-02
   -4.38471478e-01   8.88154809e-02   1.99310040e-01   7.81617758e-02
    1.35382505e-02   1.00833704e-01]
 [  3.97002358e-02   9.22951644e-02  -8.98372026e-03   6.90416779e-02
   -1.16749091e-01   1.64921202e-01  -2.88349073e-01  -5.80543162e-02
   -3.93352533e-02  -1.38376253e-01]
 [  2.39522881e-02   1.03203254e-02   2.01014852e-01  -1.46714694e-01
   -1.13220791e-01  -1.93917897e-01   1.37258037e-01  -2.00537510e-01
    1.63499765e-02   1.61788095e-01]
 [  3.99348873e-02   2.53235600e-01   3.81187065e-01   2.16474594e-01
   -2.03071871e-03   3.74235331e-02   1.12935557e-01  -8.45471411e-02
    1.42920171e-01  -5.90240588e-03]
 [  1.23322559e-02   1.10528544e-02   5.38100582e-02   6.49868569e-02
   -5.68868527e-02  -1.23881638e-01   7.73085874e-02  -1.39319380e-01
    6.12782628e-02   8.47368794e-02]
 [ -4.18376345e-02   2.15108801e-01   2.72859727e-01  -1.02822616e-01
   -1.15288725e-01  -2.68995417e-02  -1.65494022e-02   9.07698164e-02
   -2.45117192e-01   3.22021550e-02]
 [ -8.88699469e-02   1.79297962e-03   2.05315200e-01  -3.53621117e-02
   -1.31817581e-01  -1.22285782e-01  -1.63949218e-01  -1.38688450e-01
   -2.17461593e-01   2.21997154e-02]
 [  8.66107156e-02  -2.96246753e-01   9.25631778e-02   6.90382327e-02
    4.67170949e-02   1.43568873e-01   1.72819512e-01   3.62857429e-02
   -1.03794077e-01   1.62885064e-01]]
final_inputs_run [[ 0.85526008]
 [ 0.63536295]
 [ 0.68657501]
 ..., 
 [ 0.69842886]
 [ 0.28502945]
 [ 0.23764976]]
final_outputs_run [[ 0.85526008]
 [ 0.63536295]
 [ 0.68657501]
 ..., 
 [ 0.69842886]
 [ 0.28502945]
 [ 0.23764976]]
Progress: 2.8% ... Training loss: 0.400 ... Validation loss: 0.665[ 2.03851392]
[-0.0357564]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
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    1.22594346e-01   3.95227222e-02  -9.07303392e-02  -6.72354485e-02
    5.83572682e-03  -1.00769722e-01]
 [  6.99311525e-02   4.73740143e-02  -2.44083294e-01   1.29170995e-01
    5.74478857e-02  -4.56090627e-02   1.93468294e-01   2.05044322e-03
   -2.22424251e-02  -1.28989330e-01]
 [  1.45145955e-02   1.63190150e-01   1.62294854e-01  -4.85566790e-02
   -2.02851890e-01  -2.23694962e-02  -2.24661795e-02   8.12494704e-02
   -1.51168571e-01  -5.02551585e-02]
 [  1.01584062e-01  -2.30701342e-03   1.43949928e-02  -1.18346256e-01
   -3.33387187e-02   4.71717380e-02  -1.16827576e-01   7.61466185e-02
    2.93222813e-02   5.66069292e-03]
 [ -1.43657375e-01   1.70950811e-01   1.22643649e-01   4.35702583e-02
    1.41588256e-01  -1.53981518e-01  -1.48846610e-01  -1.40417679e-01
   -1.07647938e-03   1.45888786e-01]
 [  1.68006661e-01   2.30144456e-01   9.67278594e-02   1.19592923e-01
   -5.07971502e-02  -2.59462085e-01  -8.36261442e-02  -8.63876054e-02
   -1.11502717e-01   1.43747576e-01]
 [  3.42024671e-02  -1.49712233e-01   8.54762488e-02   1.99873806e-01
   -5.60975208e-02  -1.24216269e-02  -9.40584835e-02   3.96394548e-02
    1.24485613e-01  -1.55594021e-01]
 [  1.62209298e-02  -1.09162298e-02   1.49212408e-01  -1.08590565e-01
   -1.29744133e-02   1.91500481e-01  -1.82886299e-02   1.06282627e-01
    1.60167604e-01  -3.93380155e-01]
 [  9.18195282e-02  -2.81374727e-01   1.12537995e-01  -3.79704719e-01
    7.27172665e-01  -1.62903554e-01  -1.93520396e-01   2.66313805e-01
    1.80418581e-01  -4.46829041e-01]
 [ -2.98891578e-01  -2.16251976e-01   1.01155372e-01  -1.03218597e-01
    6.03101459e-01  -2.22702133e-01  -2.24578069e-01   2.08927695e-01
    3.76892664e-01  -3.77251923e-01]
 [  1.48441200e-01  -8.33568354e-02  -3.59228346e-02   8.79731676e-02
    4.41343498e-01  -1.95090759e-01  -1.64733400e-01  -3.75442639e-02
    5.22921203e-02  -1.99400698e-01]
 [ -2.95313929e-01  -1.89129719e-01   2.81717130e-01  -1.67469541e-02
   -4.55215006e-02   7.77303964e-02   1.13419961e-01   1.83041419e-01
   -8.48020123e-03  -1.07493912e-01]
 [  1.34566171e-01   2.17010020e-02   2.32620776e-01  -2.13350272e-01
   -5.52154425e-02   9.85183486e-02   1.16352426e-01   1.59612717e-01
    8.57657264e-02  -7.35205584e-02]
 [  1.47281102e-01   9.94554180e-02  -1.06270378e-01  -9.86955903e-02
   -2.32125988e-01   2.06192256e-01   7.59644470e-02  -1.99550379e-01
   -1.14051204e-01   2.68450626e-02]
 [ -1.34189244e-01   1.61018171e-01  -2.29603203e-01  -3.42599560e-02
   -4.39858861e-01   8.90080181e-02   1.99598310e-01   7.78925458e-02
    1.33968158e-02   1.01442612e-01]
 [  3.98922578e-02   9.25291729e-02  -9.12034103e-03   6.92283097e-02
   -1.17078638e-01   1.65011088e-01  -2.88242279e-01  -5.81736629e-02
   -3.93997470e-02  -1.38098567e-01]
 [  2.40150521e-02   1.03779937e-02   2.00986996e-01  -1.46685070e-01
   -1.13069436e-01  -1.93913942e-01   1.37278234e-01  -2.00568319e-01
    1.63330205e-02   1.61870541e-01]
 [  3.96196683e-02   2.52679921e-01   3.81648577e-01   2.15991279e-01
   -4.62424708e-04   3.71759555e-02   1.12465549e-01  -8.41403661e-02
    1.43115278e-01  -6.57960304e-03]
 [  1.26870699e-02   1.14358405e-02   5.35363787e-02   6.53072546e-02
   -5.81415764e-02  -1.23714005e-01   7.75572277e-02  -1.39587845e-01
    6.11568970e-02   8.53404884e-02]
 [ -4.15086888e-02   2.15518053e-01   2.72471472e-01  -1.02445686e-01
   -1.16433377e-01  -2.67052381e-02  -1.62317969e-02   9.04895624e-02
   -2.45270970e-01   3.28597976e-02]
 [ -8.94582894e-02   9.19950905e-04   2.06185804e-01  -3.61226062e-02
   -1.29687216e-01  -1.22665097e-01  -1.64559877e-01  -1.38061965e-01
   -2.17127309e-01   2.10867362e-02]
 [  8.67558989e-02  -2.96185938e-01   9.25343618e-02   6.90822716e-02
    4.62933969e-02   1.43589726e-01   1.72827475e-01   3.62481048e-02
   -1.03807984e-01   1.62932473e-01]]
final_inputs_run [[ 0.86914632]
 [ 0.65376111]
 [ 0.70439216]
 ..., 
 [ 0.71709835]
 [ 0.30374624]
 [ 0.24758915]]
final_outputs_run [[ 0.86914632]
 [ 0.65376111]
 [ 0.70439216]
 ..., 
 [ 0.71709835]
 [ 0.30374624]
 [ 0.24758915]]
Progress: 2.9% ... Training loss: 0.399 ... Validation loss: 0.663[ 1.20489896]
[ 0.07607379]
[ 0.58622692]
[-0.62292201]
[ 0.12398902]
[-0.4903748]
[-0.58190946]
[ 0.0461407]
[-0.52124675]
[-0.03807853]
[-0.65977403]
[-0.70064106]
[-0.6974126]
[-0.7096384]
[ 0.12096208]
[ 0.35313682]
[-0.4766345]
[ 0.14040432]
[ 0.17591721]
[ 0.37534427]
[-0.66259752]
[ 0.72976592]
[ 0.3978517]
[ 0.33784874]
[ 0.00259256]
[-0.42303393]
[-0.61085412]
[-0.71555427]
[ 0.02445594]
[-0.47888097]
[-0.24918514]
[ 0.40003245]
[ 0.52143827]
[-0.0457797]
[ 0.66214692]
[ 0.33026411]
[ 0.08027673]
[ 1.09392063]
[ 0.56956872]
[-0.56772087]
[-0.59883607]
[-0.63036998]
[-0.83039105]
[ 1.10870218]
[ 2.39356801]
[-0.66852806]
[ 0.09917959]
[-0.54671701]
[ 0.10689647]
[-0.42704803]
[-0.44166765]
[ 0.25176109]
[ 0.84188162]
[-0.04332689]
[-0.29534438]
[-0.17533088]
[-0.5326651]
[ 0.74853112]
[-0.41229848]
[ 0.05350891]
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[-0.84409133]
[-0.18059178]
[-0.35280658]
[-0.0006885]
[-0.9224955]
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[-0.33884207]
[ 0.54343165]
[ 0.07527104]
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[ 1.18832314]
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[ 0.08510328]
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[ 0.2408286]
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[ 0.94723308]
[ 0.99202521]
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[-0.24498384]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
15426          0          0          1          0          0          0   
15427          0          0          0          1          0          0   
15428          0          0          0          1          0          0   
15429          0          0          0          1          0          0   
15430          0          0          0          1          0          0   
15431          0          0          0          1          0          0   
15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
12             1  
13             1  
14             1  
15             1  
16             1  
17             1  
18             1  
19             1  
20             1  
21             1  
22             1  
23             1  
24             0  
25             0  
26             0  
27             0  
28             0  
29             0  
...          ...  
15405          0  
15406          0  
15407          0  
15408          0  
15409          0  
15410          0  
15411          0  
15412          0  
15413          0  
15414          0  
15415          0  
15416          0  
15417          0  
15418          0  
15419          0  
15420          0  
15421          0  
15422          0  
15423          0  
15424          0  
15425          0  
15426          0  
15427          0  
15428          0  
15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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    4.49303422e-02   1.43787236e-01   1.73085769e-01   3.59591520e-02
   -1.03955575e-01   1.63516816e-01]]
final_inputs_run [[ 0.85417369]
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 ..., 
 [ 0.70128718]
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final_outputs_run [[ 0.85417369]
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 ..., 
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Progress: 2.9% ... Training loss: 0.398 ... Validation loss: 0.660[-0.39789848]
[ 0.11777908]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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 [  4.59791699e-02  -1.04891273e-02  -3.47283833e-02  -1.26321553e-01
   -2.71314981e-02  -4.71811614e-02   3.58197014e-02   6.48498224e-02
    7.96865574e-03   5.58812648e-02]
 [ -1.55230113e-01   1.88089145e-02  -9.59522308e-03   1.25630309e-01
   -2.95525640e-01   1.02821585e-01   7.28888690e-02   1.90876651e-01
    1.25943391e-01   3.59180642e-02]
 [ -5.63205784e-02   2.31087643e-01   1.62860151e-01   6.76990239e-02
   -1.87760523e-01   8.62547485e-02   1.65785999e-01  -1.91350305e-01
    1.75282537e-01   6.05272511e-02]
 [  2.09129601e-01  -5.91432287e-02  -2.30762564e-02  -2.06355808e-01
   -4.91262668e-02   1.56890079e-01  -4.11118401e-02  -2.80836586e-02
    1.06999273e-01   8.61744443e-02]
 [  1.90827442e-02   1.14182106e-02  -2.35357272e-01  -2.36993471e-01
    3.25960474e-01  -1.11582903e-01   9.10442725e-02   7.07746643e-02
    1.90978030e-03  -9.46601169e-02]
 [ -1.56013887e-01   9.45803317e-02  -2.23520762e-01   6.01870341e-02
    1.88246034e-01  -6.55681277e-02   5.79237625e-02  -9.47951360e-02
    2.12381751e-01   1.82383773e-01]
 [  1.00134133e-01   1.83013539e-01   3.87714306e-02  -6.44339744e-02
    6.08507146e-02   2.05060464e-01  -5.92908431e-02  -2.13084876e-01
   -8.33927453e-02   1.43317586e-01]
 [ -1.72531362e-02  -3.53315851e-02  -3.10721632e-03  -1.52034308e-01
    2.11560794e-01   2.37486559e-02   2.85103921e-02  -1.26050174e-01
    1.16402500e-01   6.34053314e-02]
 [  1.81074698e-01   7.36254978e-02  -2.56776492e-01  -1.57661510e-01
   -4.46596486e-01   1.91098514e-01   2.07201874e-01  -8.08329921e-02
    2.20994516e-01   1.87099376e-01]
 [  6.73530833e-02   1.73665671e-02  -2.45205351e-01   2.47561270e-01
   -3.91325039e-01   2.00004560e-02   4.71970916e-02   4.71233471e-02
   -1.19909461e-01   3.38546335e-01]
 [  2.49859426e-01   2.65922839e-01  -1.43686976e-01   3.05981793e-01
   -4.24409981e-01   1.61390553e-03   5.12745462e-03   9.53149956e-02
    8.40409216e-02   4.26158434e-01]
 [ -9.95821048e-02   1.52679203e-01  -2.71139289e-01   2.02719703e-01
   -5.17920247e-01  -6.20166789e-02  -7.06291451e-02  -2.51042677e-02
    8.83332875e-02  -8.29387915e-02]
 [  1.83226058e-01   5.14990272e-02  -1.70606097e-01  -7.31946934e-03
   -4.29978925e-01  -1.83002674e-02   1.58985377e-01  -7.78745336e-02
   -2.10106656e-01   2.36274525e-01]
 [  2.00417499e-01  -8.28734424e-02  -1.06348575e-01  -3.61049919e-02
   -5.30412336e-01  -3.66285957e-02   2.40438915e-01  -1.46880011e-01
   -1.36328419e-01   1.98490609e-01]
 [  1.79989035e-02   1.43665220e-01  -1.44154734e-01   8.29128195e-02
   -1.48792422e-01   9.84184450e-02   7.80705578e-02   1.20337177e-01
    2.52351800e-01   4.81772060e-02]
 [ -1.68027257e-01  -2.22939408e-01  -9.11382756e-04  -2.28333329e-01
    4.01424944e-01  -2.24122254e-02   1.33830669e-01   2.45569794e-02
   -5.21569526e-02  -1.22593227e-01]
 [ -4.02857268e-01  -4.11666844e-01   4.55096123e-02  -1.29542305e-01
    5.36859284e-01  -1.34773823e-01  -2.62530964e-01   1.83920219e-01
   -1.13505177e-01  -4.50717510e-01]
 [  1.56053797e-01   1.97283689e-01   4.42088929e-02  -7.00500136e-02
    1.23757485e-01   3.93405706e-02  -9.10027341e-02  -6.69897911e-02
    5.96898096e-03  -1.01316478e-01]
 [  7.00635442e-02   4.75530484e-02  -2.44210214e-01   1.29306228e-01
    5.68958570e-02  -4.55461192e-02   1.93563562e-01   1.95520362e-03
   -2.22908041e-02  -1.28774057e-01]
 [  1.44618938e-02   1.63084867e-01   1.62395404e-01  -4.86349749e-02
   -2.02490565e-01  -2.24228505e-02  -2.25503065e-02   8.13324401e-02
   -1.51129703e-01  -5.03664611e-02]
 [  1.01766876e-01  -2.07591113e-03   1.42215047e-02  -1.18182405e-01
   -3.39871660e-02   4.72756743e-02  -1.16657140e-01   7.59931014e-02
    2.92406095e-02   5.98971001e-03]
 [ -1.43571963e-01   1.71117638e-01   1.22528709e-01   4.37334842e-02
    1.41069773e-01  -1.53924694e-01  -1.48732867e-01  -1.40523068e-01
   -1.13251930e-03   1.46091599e-01]
 [  1.68176369e-01   2.30436229e-01   9.66704142e-02   1.19719926e-01
   -5.17279943e-02  -2.59406684e-01  -8.34144399e-02  -8.65785363e-02
   -1.11594022e-01   1.44177914e-01]
 [  3.45359572e-02  -1.49248808e-01   8.50554562e-02   2.00336495e-01
   -5.80009208e-02  -1.21774119e-02  -9.36262294e-02   3.92870659e-02
    1.24267434e-01  -1.54730201e-01]
 [  1.59254347e-02  -1.12267400e-02   1.49573237e-01  -1.08860458e-01
   -1.18868411e-02   1.91328912e-01  -1.85333424e-02   1.06501187e-01
    1.60282906e-01  -3.93798674e-01]
 [  9.04746725e-02  -2.82847240e-01   1.13866139e-01  -3.80770378e-01
    7.30757559e-01  -1.63655990e-01  -1.94700783e-01   2.67367207e-01
    1.81028048e-01  -4.48891359e-01]
 [ -3.00192355e-01  -2.17965846e-01   1.02770717e-01  -1.04600231e-01
    6.08220604e-01  -2.23523037e-01  -2.26017856e-01   2.10179732e-01
    3.77590641e-01  -3.79662421e-01]
 [  1.47938996e-01  -8.39814566e-02  -3.53118195e-02   8.74164556e-02
    4.43304542e-01  -1.95385798e-01  -1.65187440e-01  -3.71137282e-02
    5.25264705e-02  -2.00329379e-01]
 [ -2.95182877e-01  -1.88962165e-01   2.81565724e-01  -1.65967567e-02
   -4.61299509e-02   7.78172658e-02   1.13556785e-01   1.82912208e-01
   -8.54969977e-03  -1.07253590e-01]
 [  1.34505195e-01   2.16387893e-02   2.32660360e-01  -2.13418013e-01
   -5.49705264e-02   9.84864600e-02   1.16318868e-01   1.59656520e-01
    8.57806337e-02  -7.36055222e-02]
 [  1.47262701e-01   9.94565482e-02  -1.06266352e-01  -9.87138388e-02
   -2.32048236e-01   2.06182610e-01   7.59498423e-02  -1.99538447e-01
   -1.14044835e-01   2.68214456e-02]
 [ -1.33740008e-01   1.61519448e-01  -2.30085136e-01  -3.38266465e-02
   -4.41634811e-01   8.92612306e-02   1.99956028e-01   7.75466923e-02
    1.32119654e-02   1.02210004e-01]
 [  4.06446635e-02   9.33669716e-02  -9.97247400e-03   6.99109626e-02
   -1.19787429e-01   1.65396788e-01  -2.87675408e-01  -5.87334771e-02
   -3.96861368e-02  -1.36815808e-01]
 [  2.42176630e-02   1.07702519e-02   2.00787492e-01  -1.46428266e-01
   -1.15114779e-01  -1.93820085e-01   1.37484090e-01  -2.00757057e-01
    1.62388007e-02   1.62528738e-01]
 [  4.13866045e-02   2.54786743e-01   3.79815787e-01   2.17865354e-01
   -7.53369590e-03   3.81916598e-02   1.13965229e-01  -8.55756068e-02
    1.42382909e-01  -3.45646333e-03]
 [  1.26981819e-02   1.14916800e-02   5.37045121e-02   6.54043781e-02
   -5.90905323e-02  -1.23710813e-01   7.74893272e-02  -1.39541336e-01
    6.11979886e-02   8.53806653e-02]
 [ -4.21044980e-02   2.14772257e-01   2.73163502e-01  -1.02987445e-01
   -1.14284714e-01  -2.70806433e-02  -1.68774925e-02   9.10341259e-02
   -2.44951149e-01   3.19117411e-02]
 [ -8.86744256e-02   1.70878582e-03   2.05510687e-01  -3.54418890e-02
   -1.32602266e-01  -1.22271710e-01  -1.63933562e-01  -1.38585518e-01
   -2.17441929e-01   2.23285866e-02]
 [  8.86140323e-02  -2.94212028e-01   9.05204126e-02   7.09213394e-02
    3.97110750e-02   1.44622756e-01   1.74269598e-01   3.48646441e-02
   -1.04555453e-01   1.65973342e-01]]
final_inputs_run [[-1.42991705]
 [-1.46766973]
 [-1.52587172]
 ..., 
 [-0.28374806]
 [-0.02498115]
 [ 0.37187942]]
final_outputs_run [[-1.42991705]
 [-1.46766973]
 [-1.52587172]
 ..., 
 [-0.28374806]
 [-0.02498115]
 [ 0.37187942]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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Progress: 2.9% ... Training loss: 0.402 ... Validation loss: 0.671[ 0.99568449]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
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26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
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15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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15434          0          0          0          1          0          0   

       weekday_6  
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1              1  
2              1  
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4              1  
5              1  
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...          ...  
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[15435 rows x 56 columns]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15454         0         1             1    ...          0      0      0   
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15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
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16846         0         1             0    ...          0      0      0   
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16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
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16855         0         1             0    ...          0      0      0   
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16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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15435          0  
15436          0  
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[1440 rows x 56 columns]
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   -8.32880973e-02   1.42884946e-01]
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   -3.92655748e-01   2.02000901e-02   4.75053477e-02   4.68580415e-02
   -1.20047194e-01   3.39145664e-01]
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   -4.26066793e-01   1.82435127e-03   5.41771369e-03   9.50691701e-02
    8.39032005e-02   4.26812171e-01]
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   -5.20374174e-01  -6.16145465e-02  -7.00347163e-02  -2.56185163e-02
    8.80718638e-02  -8.17493060e-02]
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   -4.30939147e-01  -1.81801157e-02   1.59175030e-01  -7.80338748e-02
   -2.10189621e-01   2.36667212e-01]
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   -5.31736170e-01  -3.64248232e-02   2.40749755e-01  -1.47151156e-01
   -1.36469516e-01   1.99104925e-01]
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   -1.13162540e-01  -4.52186011e-01]
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   -2.22633484e-02  -1.28853364e-01]
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   -1.50995871e-01  -5.09417952e-02]
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   -3.17163681e-02   4.69121063e-02  -1.17184141e-01   7.64342087e-02
    2.94750209e-02   4.93755809e-03]
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   -1.17572720e-03   1.46306098e-01]
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   -5.20562002e-02  -2.59374429e-01  -8.33389599e-02  -8.66201631e-02
   -1.11621535e-01   1.44318302e-01]
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   -5.61824539e-02  -1.24907977e-02  -9.40522983e-02   3.96775862e-02
    1.24475468e-01  -1.55605350e-01]
 [  1.56780062e-02  -1.15046172e-02   1.49837479e-01  -1.09099326e-01
   -1.09085954e-02   1.91171862e-01  -1.87690671e-02   1.06698314e-01
    1.60385560e-01  -3.94222322e-01]
 [  9.01637541e-02  -2.83218746e-01   1.14227933e-01  -3.81097742e-01
    7.31795420e-01  -1.63814592e-01  -1.94996610e-01   2.67613398e-01
    1.81150055e-01  -4.49421969e-01]
 [ -3.01208578e-01  -2.19214301e-01   1.03860883e-01  -1.05662406e-01
    6.12150510e-01  -2.24108323e-01  -2.26950619e-01   2.10991781e-01
    3.78002415e-01  -3.81450685e-01]
 [  1.47909287e-01  -8.40152897e-02  -3.52836841e-02   8.73877689e-02
    4.43414398e-01  -1.95403099e-01  -1.65212175e-01  -3.70921391e-02
    5.25377372e-02  -2.00378355e-01]
 [ -2.95349107e-01  -1.89153780e-01   2.81744790e-01  -1.67680725e-02
   -4.55013115e-02   7.77183820e-02   1.13415879e-01   1.83035129e-01
   -8.48519054e-03  -1.07538972e-01]
 [  1.34210223e-01   2.12990829e-02   2.32993878e-01  -2.13735883e-01
   -5.38288089e-02   9.83006353e-02   1.16051610e-01   1.59888510e-01
    8.58969251e-02  -7.41438379e-02]
 [  1.47292003e-01   9.94887632e-02  -1.06296124e-01  -9.86861354e-02
   -2.32155523e-01   2.06199628e-01   7.59737858e-02  -1.99558296e-01
   -1.14055654e-01   2.68695923e-02]
 [ -1.33763455e-01   1.61502208e-01  -2.30071513e-01  -3.38470715e-02
   -4.41585740e-01   8.92491841e-02   1.99937460e-01   7.75618574e-02
    1.32200901e-02   1.02174749e-01]
 [  3.99608250e-02   9.26191899e-02  -9.28236163e-03   6.92902226e-02
   -1.17328887e-01   1.64987290e-01  -2.88254288e-01  -5.82446865e-02
   -3.94257116e-02  -1.37921729e-01]
 [  2.40114037e-02   1.04655867e-02   2.01124910e-01  -1.46737296e-01
   -1.14114136e-01  -1.93972193e-01   1.37227627e-01  -2.00536353e-01
    1.63415398e-02   1.62080282e-01]
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   -6.45510338e-03   3.79509880e-02   1.13629091e-01  -8.52956554e-02
    1.42527689e-01  -4.06314067e-03]
 [  1.20111065e-02   1.07176690e-02   5.44534210e-02   6.47403966e-02
   -5.66782855e-02  -1.24110718e-01   7.68448629e-02  -1.39012979e-01
    6.14637191e-02   8.42333032e-02]
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   -1.15519278e-01  -2.68681063e-02  -1.66081538e-02   9.08369455e-02
   -2.45054536e-01   3.24550136e-02]
 [ -8.83740735e-02   1.99455378e-03   2.05216679e-01  -3.51858809e-02
   -1.33410098e-01  -1.22116397e-01  -1.63746509e-01  -1.38748055e-01
   -2.17528239e-01   2.28089744e-02]
 [  8.84661001e-02  -2.94439930e-01   9.07017423e-02   7.08034379e-02
    4.02538095e-02   1.44533178e-01   1.74109395e-01   3.49808875e-02
   -1.04492854e-01   1.65740185e-01]]
final_inputs_run [[ 0.81047641]
 [ 0.59248147]
 [ 0.6414308 ]
 ..., 
 [ 0.65974195]
 [ 0.24089012]
 [ 0.18939474]]
final_outputs_run [[ 0.81047641]
 [ 0.59248147]
 [ 0.6414308 ]
 ..., 
 [ 0.65974195]
 [ 0.24089012]
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Progress: 2.9% ... Training loss: 0.397 ... Validation loss: 0.663[ 1.58329983]
[-0.74411498]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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final_inputs_run [[-1.39866416]
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final_outputs_run [[-1.39866416]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15454         0         1             1    ...          0      0      0   
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15456         0         1             1    ...          0      0      0   
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15458         0         1             1    ...          0      0      0   
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15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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15436          0  
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[1440 rows x 56 columns]
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 [ -9.80560523e-02   1.54448679e-01  -2.72720632e-01   2.04288459e-01
   -5.23492347e-01  -6.11424461e-02  -6.93190654e-02  -2.62754252e-02
    8.77348821e-02  -8.02644457e-02]
 [  1.83993449e-01   5.23628180e-02  -1.71387008e-01  -6.57507509e-03
   -4.32849866e-01  -1.78764082e-02   1.59607116e-01  -7.84208972e-02
   -2.10392766e-01   2.37549439e-01]
 [  2.00830722e-01  -8.24106865e-02  -1.06734749e-01  -3.57116440e-02
   -5.32022135e-01  -3.64195754e-02   2.40766394e-01  -1.47165540e-01
   -1.36474366e-01   1.99142692e-01]
 [  1.84414701e-02   1.44194002e-01  -1.44626819e-01   8.33685673e-02
   -1.50471330e-01   9.86828179e-02   7.84474506e-02   1.20009321e-01
    2.52183089e-01   4.89404411e-02]
 [ -1.68466664e-01  -2.23521317e-01  -4.68646571e-04  -2.28782311e-01
    4.03342974e-01  -2.26536543e-02   1.33457422e-01   2.49000003e-02
   -5.19813096e-02  -1.23320633e-01]
 [ -4.04485618e-01  -4.13679225e-01   4.72966052e-02  -1.31250608e-01
    5.43303879e-01  -1.35747337e-01  -2.64028898e-01   1.85201585e-01
   -1.12833824e-01  -4.53512387e-01]
 [  1.55831016e-01   1.97004930e-01   4.44690614e-02  -7.03032711e-02
    1.24582823e-01   3.91956793e-02  -9.12132559e-02  -6.68057123e-02
    6.06189664e-03  -1.01735699e-01]
 [  6.99481331e-02   4.74319824e-02  -2.44089890e-01   1.29203440e-01
    5.72526466e-02  -4.56236613e-02   1.93453405e-01   2.03691663e-03
   -2.22458813e-02  -1.28925270e-01]
 [  1.44658397e-02   1.63130311e-01   1.62475728e-01  -4.86599673e-02
   -2.02553563e-01  -2.24418776e-02  -2.25368714e-02   8.13046097e-02
   -1.51135140e-01  -5.03806465e-02]
 [  1.00921959e-01  -3.03424468e-03   1.51439743e-02  -1.19017664e-01
   -3.05989940e-02   4.67391463e-02  -1.17439530e-01   7.66567162e-02
    2.96004643e-02   4.47348434e-03]
 [ -1.43232975e-01   1.71519420e-01   1.22176794e-01   4.40743173e-02
    1.39719837e-01  -1.53715843e-01  -1.48426270e-01  -1.40799902e-01
   -1.27236932e-03   1.46681072e-01]
 [  1.68486613e-01   2.30922003e-01   9.63586346e-02   1.20077995e-01
   -5.33249943e-02  -2.59204377e-01  -8.30533594e-02  -8.68691362e-02
   -1.11752264e-01   1.44885566e-01]
 [  3.39226742e-02  -1.49889344e-01   8.57507641e-02   1.99720674e-01
   -5.55728701e-02  -1.25759481e-02  -9.42049582e-02   3.98064203e-02
    1.24551487e-01  -1.55829594e-01]
 [  1.54866146e-02  -1.17564648e-02   1.50047564e-01  -1.09302550e-01
   -1.01025226e-02   1.91043769e-01  -1.89576274e-02   1.06854565e-01
    1.60473453e-01  -3.94537403e-01]
 [  8.97022763e-02  -2.83792066e-01   1.14826383e-01  -3.81617614e-01
    7.33079051e-01  -1.64087814e-01  -1.95447696e-01   2.68005193e-01
    1.81360764e-01  -4.50244143e-01]
 [ -3.01322656e-01  -2.19469148e-01   1.04053899e-01  -1.05824930e-01
    6.12489956e-01  -2.24222660e-01  -2.27122161e-01   2.11142744e-01
    3.78110617e-01  -3.81758488e-01]
 [  1.48280623e-01  -8.35758521e-02  -3.57102233e-02   8.78005652e-02
    4.41925317e-01  -1.95173201e-01  -1.64879599e-01  -3.73973246e-02
    5.23723984e-02  -1.99705579e-01]
 [ -2.95646687e-01  -1.89587788e-01   2.82120592e-01  -1.71519913e-02
   -4.40030085e-02   7.74928898e-02   1.13086536e-01   1.83310165e-01
   -8.32744376e-03  -1.08194223e-01]
 [  1.34352400e-01   2.14767318e-02   2.32855021e-01  -2.13623033e-01
   -5.44026196e-02   9.83855198e-02   1.16176729e-01   1.59790802e-01
    8.58376532e-02  -7.39304907e-02]
 [  1.47137339e-01   9.93025997e-02  -1.06118760e-01  -9.88635888e-02
   -2.31618902e-01   2.06103518e-01   7.58332189e-02  -1.99434019e-01
   -1.13989706e-01   2.65883020e-02]
 [ -1.33642671e-01   1.61632432e-01  -2.30200235e-01  -3.37229248e-02
   -4.42044878e-01   8.93203235e-02   2.00041956e-01   7.74708360e-02
    1.31710085e-02   1.02385832e-01]
 [  3.98380836e-02   9.24451155e-02  -9.11679397e-03   6.91319507e-02
   -1.16573769e-01   1.64865079e-01  -2.88484160e-01  -5.80530546e-02
   -3.93176903e-02  -1.38261832e-01]
 [  2.44313803e-02   1.09903976e-02   2.00668523e-01  -1.46292292e-01
   -1.15520598e-01  -1.93731665e-01   1.37590122e-01  -2.00870828e-01
    1.61816978e-02   1.62825849e-01]
 [  4.05459138e-02   2.53610437e-01   3.80945838e-01   2.16878334e-01
   -4.56542572e-03   3.75796025e-02   1.13074354e-01  -8.48092612e-02
    1.42801145e-01  -5.08317870e-03]
 [  1.21345938e-02   1.08488647e-02   5.43175139e-02   6.48651365e-02
   -5.72892956e-02  -1.24039741e-01   7.69696601e-02  -1.39110447e-01
    6.14041012e-02   8.44385759e-02]
 [ -4.15116246e-02   2.15366207e-01   2.72732296e-01  -1.02504664e-01
   -1.16613328e-01  -2.67713911e-02  -1.64307688e-02   9.06706159e-02
   -2.45112729e-01   3.28757330e-02]
 [ -8.74945078e-02   3.02459867e-03   2.04372556e-01  -3.43106031e-02
   -1.36846760e-01  -1.21629376e-01  -1.63007615e-01  -1.39424728e-01
   -2.17878024e-01   2.43832569e-02]
 [  8.83757311e-02  -2.94482398e-01   9.08573501e-02   7.06393648e-02
    4.06315790e-02   1.44462303e-01   1.73989802e-01   3.50860987e-02
   -1.04422302e-01   1.65506697e-01]]
final_inputs_run [[ 0.80080748]
 [ 0.58667746]
 [ 0.63743262]
 ..., 
 [ 0.64813239]
 [ 0.22895659]
 [ 0.17065535]]
final_outputs_run [[ 0.80080748]
 [ 0.58667746]
 [ 0.63743262]
 ..., 
 [ 0.64813239]
 [ 0.22895659]
 [ 0.17065535]]
Progress: 2.9% ... Training loss: 0.398 ... Validation loss: 0.663[ 0.80381894]
[ 0.50128789]
[ 0.25070344]
[ 0.83605832]
[ 0.0584643]
[-0.58719834]
[-0.18737276]
[-0.16974493]
[ 0.98134949]
[-0.10079887]
[-0.007609]
[ 0.08303185]
[-1.03200205]
[-0.03692109]
[-0.47307342]
[ 0.34624427]
[-0.51930757]
[-0.16458721]
[-0.52500632]
[-0.17643233]
[-0.86156711]
[ 0.28968909]
[ 0.86886471]
[ 1.72386674]
[ 0.15360644]
[ 0.15723877]
[-0.3300225]
[-0.34463872]
[ 0.31777019]
[-0.08308012]
[ 1.00251808]
[ 0.41859092]
[ 0.199651]
[-0.57990564]
[-0.49342939]
[ 0.69616548]
[ 1.99064548]
[-0.11805209]
[ 1.16370616]
[ 0.28157128]
[-0.92100283]
[ 1.06865283]
[ 0.88588194]
[ 0.10513125]
[-0.33799643]
[ 0.00109469]
[-0.10193224]
[-0.28914865]
[-1.10415678]
[-0.23452415]
[-0.19898474]
[ 0.66284488]
[ 0.39054874]
[ 0.48891224]
[ 0.11775202]
[ 0.57976231]
[ 0.26443316]
[-0.22266611]
[-0.57990564]
[-1.00404641]
[ 0.60078253]
[-0.53844965]
[ 1.42050815]
[ 0.88069568]
[ 0.55023521]
[ 0.15529746]
[ 1.85984499]
[-0.23973342]
[-0.22556388]
[-0.28255056]
[-0.47704712]
[-1.10949018]
[-0.83226877]
[-0.13618162]
[ 0.41410056]
[ 0.1605988]
[ 1.08894634]
[-0.77739055]
[ 0.95289436]
[ 0.43335133]
[-0.6640096]
[-0.10971551]
[-0.233129]
[-0.14572954]
[ 0.61557051]
[ 1.349585]
[ 0.85350645]
[ 0.15875184]
[-0.05854652]
[-0.2804645]
[ 0.63659842]
[ 0.22879937]
[-0.15382514]
[-0.42948873]
[-0.40096052]
[ 0.60174528]
[-0.57504387]
[-0.67353447]
[-0.77795062]
[ 0.17219815]
[-0.2661183]
[-0.32339217]
[-0.2887645]
[-0.15321228]
[ 0.33851174]
[-0.32153233]
[-0.87681745]
[ 0.336218]
[-0.25884387]
[ 0.16794281]
[-0.36722241]
[ 0.2780587]
[-0.62729953]
[-0.27772826]
[-0.01836231]
[ 0.15782933]
[-0.90460098]
[ 0.08769488]
[ 0.05858215]
[ 0.47807232]
[ 0.29753266]
[-0.69580674]
[-0.11439022]
[-0.12524703]
[-0.94966953]
[-0.09222546]
[-0.36008904]
[-0.96383201]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
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15419          0          0          1          0          0          0   
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15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
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15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
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15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
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15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
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16854   1        0 -0.711414  1.932159  -1.553844         0         0   
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   -4.29970378e-02   7.73472611e-02   1.12864652e-01   1.83503074e-01
   -8.22703748e-03  -1.08631677e-01]
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    8.58159048e-02  -7.38343627e-02]
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   -2.32306157e-01   2.06202888e-01   7.59947466e-02  -1.99574942e-01
   -1.14064619e-01   2.69110905e-02]
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   -4.44141508e-01   8.96246886e-02   2.00504496e-01   7.70568540e-02
    1.29530929e-02   1.03326198e-01]
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   -1.11708438e-01   1.64090135e-01  -2.89597971e-01  -5.70364828e-02
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   -1.17369517e-01  -1.93501792e-01   1.37999825e-01  -2.01210730e-01
    1.59931991e-02   1.63680737e-01]
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   -8.23328974e-03   3.82287201e-02   1.14026135e-01  -8.56535087e-02
    1.42348727e-01  -3.20281094e-03]
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    6.15034218e-02   8.39982782e-02]
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    4.29383501e-02   1.44060672e-01   1.73359800e-01   3.55707797e-02
   -1.04137846e-01   1.64415886e-01]]
final_inputs_run [[ 0.81448642]
 [ 0.60783545]
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 ..., 
 [ 0.66274748]
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final_outputs_run [[ 0.81448642]
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 ..., 
 [ 0.66274748]
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Progress: 2.9% ... Training loss: 0.396 ... Validation loss: 0.659[ 0.24248661]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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14            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
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15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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6              0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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1              1  
2              1  
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4              1  
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...          ...  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.74793784e-01  -2.22616373e-01   1.52394120e-01  -1.77415590e-01
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    1.47939589e-01  -1.17730610e-01  -1.79403808e-01   2.87145575e-02
   -2.44311002e-01   2.60186734e-02]
 [ -1.31445251e-01   7.62816842e-02  -1.09504477e-02  -1.24120652e-01
   -1.29714378e-01  -1.64800686e-02   6.81297095e-02   5.81213529e-02
   -1.87475368e-01   1.70444341e-01]
 [  2.54024436e-01  -2.15499305e-01  -8.67502985e-02   7.77100491e-02
    1.57294819e-01   4.17850142e-02  -5.67398066e-02  -6.09518853e-02
    2.54196600e-01   2.41098424e-02]
 [ -9.75561028e-02   1.42765004e-01  -3.98520474e-02   1.63486288e-02
    1.35497751e-01  -1.02111751e-01  -6.64891850e-03  -2.18657829e-02
    4.88377460e-02   1.23311779e-01]
 [  9.67433834e-02   1.52133358e-01  -2.30905439e-02   1.35510488e-04
    2.24150990e-02  -3.48871287e-02  -2.46278277e-01   2.45314332e-01
   -1.43220223e-01  -1.33328991e-02]
 [ -3.87278394e-02   2.87179428e-01  -1.04296850e-01   2.84225665e-02
    8.60696350e-02  -5.56757316e-02  -8.97817679e-02  -2.56775347e-01
   -7.82693762e-02  -1.38399994e-01]
 [ -5.66756734e-02   1.55805627e-01  -1.05087854e-01  -2.84405976e-01
   -2.15466620e-01  -3.04164539e-01   4.85994272e-02  -8.80127926e-02
   -8.74614990e-02  -1.51407278e-01]
 [  4.40638211e-02  -1.27497348e-02  -3.24836131e-02  -1.28405483e-01
   -1.97752332e-02  -4.83753478e-02   3.37455521e-02   6.65312459e-02
    8.89133206e-03   5.22927464e-02]
 [ -1.54725650e-01   1.93728126e-02  -9.94984294e-03   1.25983658e-01
   -2.96658655e-01   1.02936495e-01   7.31709065e-02   1.90605312e-01
    1.25864216e-01   3.66560601e-02]
 [ -5.57384473e-02   2.31747557e-01   1.62373872e-01   6.82851454e-02
   -1.89977752e-01   8.66085329e-02   1.66282321e-01  -1.91782172e-01
    1.75049792e-01   6.16134902e-02]
 [  2.09032237e-01  -5.91714840e-02  -2.30427423e-02  -2.06441673e-01
   -4.88365842e-02   1.56777415e-01  -4.14085149e-02  -2.79527955e-02
    1.07090850e-01   8.60009870e-02]
 [  1.98711231e-02   1.21968591e-02  -2.36021651e-01  -2.36240079e-01
    3.22753301e-01  -1.11187045e-01   9.16425888e-02   7.02233600e-02
    1.62831108e-03  -9.33357272e-02]
 [ -1.55675020e-01   9.49890541e-02  -2.23861156e-01   6.06074228e-02
    1.86942480e-01  -6.53534287e-02   5.82181377e-02  -9.50665154e-02
    2.12244398e-01   1.82945153e-01]
 [  9.89129315e-02   1.81654449e-01   4.00019981e-02  -6.56519471e-02
    6.54288882e-02   2.04368218e-01  -6.02860377e-02  -2.12174417e-01
   -8.29155879e-02   1.41340838e-01]
 [ -1.70683436e-02  -3.51652745e-02  -3.26296204e-03  -1.51861164e-01
    2.10746835e-01   2.38416625e-02   2.86424279e-02  -1.26168243e-01
    1.16346193e-01   6.36978402e-02]
 [  1.82150140e-01   7.48403052e-02  -2.57856083e-01  -1.56658839e-01
   -4.50394028e-01   1.91719936e-01   2.08075209e-01  -8.15998490e-02
    2.20605889e-01   1.88902111e-01]
 [  6.87888834e-02   1.90627502e-02  -2.46695356e-01   2.49016851e-01
   -3.96912147e-01   2.08163453e-02   4.83907188e-02   4.60941855e-02
   -1.20470945e-01   3.40990735e-01]
 [  2.50869542e-01   2.66978573e-01  -1.44620361e-01   3.06907653e-01
   -4.28080444e-01   2.11867468e-03   5.86167284e-03   9.46841714e-02
    8.37017261e-02   4.27738018e-01]
 [ -9.68678909e-02   1.55859876e-01  -2.73933266e-01   2.05511599e-01
   -5.27792454e-01  -6.04303119e-02  -6.82893856e-02  -2.72003521e-02
    8.72494461e-02  -7.81932351e-02]
 [  1.84216804e-01   5.26218514e-02  -1.71624967e-01  -6.35869892e-03
   -4.33630485e-01  -1.77461476e-02   1.59796681e-01  -7.85864536e-02
   -2.10482354e-01   2.37928923e-01]
 [  2.01445018e-01  -8.16929756e-02  -1.07384557e-01  -3.50972524e-02
   -5.34470585e-01  -3.60962947e-02   2.41288840e-01  -1.47629280e-01
   -1.36714830e-01   2.00196253e-01]
 [  1.85637520e-02   1.44363718e-01  -1.44762646e-01   8.34988777e-02
   -1.50940012e-01   9.87563708e-02   7.85334629e-02   1.19927900e-01
    2.52140221e-01   4.91736325e-02]
 [ -1.70288193e-01  -2.25599866e-01   1.40871335e-03  -2.30599180e-01
    4.10134171e-01  -2.36915300e-02   1.31953153e-01   2.62457079e-02
   -5.12883060e-02  -1.26403526e-01]
 [ -4.04942800e-01  -4.14343473e-01   4.79451820e-02  -1.31861162e-01
    5.45696811e-01  -1.36064167e-01  -2.64602505e-01   1.85628968e-01
   -1.12566809e-01  -4.54493081e-01]
 [  1.55179744e-01   1.96260686e-01   4.51417952e-02  -7.09507035e-02
    1.26974979e-01   3.88403496e-02  -9.17527197e-02  -6.63218312e-02
    6.32082598e-03  -1.02807817e-01]
 [  7.04228881e-02   4.80238403e-02  -2.44648330e-01   1.29717524e-01
    5.52556865e-02  -4.53470566e-02   1.93887839e-01   1.64884469e-03
   -2.24561943e-02  -1.28041834e-01]
 [  1.47029913e-02   1.63424876e-01   1.62297779e-01  -4.84534696e-02
   -2.03627184e-01  -2.22976693e-02  -2.23086111e-02   8.11353085e-02
   -1.51242584e-01  -4.99399706e-02]
 [  9.98770569e-02  -4.16013367e-03   1.62060659e-02  -1.20031585e-01
   -2.67233065e-02   4.61285558e-02  -1.18321087e-01   7.74523676e-02
    3.00275407e-02   2.69927687e-03]
 [ -1.43868963e-01   1.70706361e-01   1.22997003e-01   4.33713851e-02
    1.42451258e-01  -1.54094438e-01  -1.48981900e-01  -1.40258737e-01
   -9.80070907e-04   1.45514021e-01]
 [  1.68610422e-01   2.31013660e-01   9.62746403e-02   1.20176340e-01
   -5.37271095e-02  -2.59162113e-01  -8.29749214e-02  -8.69315937e-02
   -1.11782260e-01   1.45053142e-01]
 [  3.36943141e-02  -1.50066773e-01   8.60159309e-02   1.99501135e-01
   -5.47742196e-02  -1.27123532e-02  -9.43961808e-02   3.99650191e-02
    1.24643148e-01  -1.56229786e-01]
 [  1.49139376e-02  -1.25003736e-02   1.50712617e-01  -1.09984536e-01
   -7.45732861e-03   1.90632524e-01  -1.95706003e-02   1.07369064e-01
    1.60759753e-01  -3.95665083e-01]
 [  8.84914237e-02  -2.85041766e-01   1.15999848e-01  -3.82644309e-01
    7.36869243e-01  -1.64768337e-01  -1.96537545e-01   2.68880335e-01
    1.81854149e-01  -4.52149050e-01]
 [ -3.02202281e-01  -2.20729555e-01   1.05105936e-01  -1.06885731e-01
    6.16045589e-01  -2.24782212e-01  -2.28109440e-01   2.11970957e-01
    3.78530044e-01  -3.83486141e-01]
 [  1.47394629e-01  -8.46452502e-02  -3.47237734e-02   8.68532451e-02
    4.45229901e-01  -1.95634905e-01  -1.65697358e-01  -3.66651447e-02
    5.27664846e-02  -2.01216954e-01]
 [ -2.95848581e-01  -1.89912386e-01   2.82488775e-01  -1.74814572e-02
   -4.29615807e-02   7.73390154e-02   1.12851149e-01   1.83513004e-01
   -8.21391351e-03  -1.08672005e-01]
 [  1.34654254e-01   2.17813868e-02   2.32603058e-01  -2.13382429e-01
   -5.55907529e-02   9.85381796e-02   1.16417380e-01   1.59584160e-01
    8.57234078e-02  -7.34603910e-02]
 [  1.47262265e-01   9.94415804e-02  -1.06230779e-01  -9.87888584e-02
   -2.32080089e-01   2.06161617e-01   7.59347568e-02  -1.99517463e-01
   -1.14035671e-01   2.67840501e-02]
 [ -1.33129895e-01   1.62293714e-01  -2.30801429e-01  -3.31469312e-02
   -4.44290598e-01   8.96426798e-02   2.00530414e-01   7.70315011e-02
    1.29402741e-02   1.03388640e-01]
 [  3.82421895e-02   9.04275335e-02  -7.38765464e-03   6.74138284e-02
   -1.10014884e-01   1.63914920e-01  -2.89987250e-01  -5.66936810e-02
   -3.85928706e-02  -1.41127839e-01]
 [  2.54123053e-02   1.20284926e-02   1.99740050e-01  -1.45425519e-01
   -1.18858967e-01  -1.93274457e-01   1.38325534e-01  -2.01524037e-01
    1.58353352e-02   1.64365684e-01]
 [  3.99524129e-02   2.52866310e-01   3.81672518e-01   2.16195060e-01
   -2.30649510e-03   3.72144006e-02   1.12507449e-01  -8.43208284e-02
    1.43036687e-01  -6.13675348e-03]
 [  1.12150773e-02   9.70438264e-03   5.54532441e-02   6.38771240e-02
   -5.36688956e-02  -1.24589051e-01   7.61206226e-02  -1.38349182e-01
    6.17846257e-02   8.27722328e-02]
 [ -4.12597784e-02   2.15685915e-01   2.72738013e-01  -1.02361394e-01
   -1.17814121e-01  -2.66525844e-02  -1.63807854e-02   9.05568699e-02
   -2.45112849e-01   3.32742220e-02]
 [ -8.83327409e-02   2.00794724e-03   2.05318690e-01  -3.52212985e-02
   -1.34070565e-01  -1.22091609e-01  -1.63777481e-01  -1.38730394e-01
   -2.17508445e-01   2.29535330e-02]
 [  8.77009443e-02  -2.95116045e-01   9.15871031e-02   6.99232480e-02
    4.32593003e-02   1.44023175e-01   1.73278940e-01   3.56391177e-02
   -1.04098450e-01   1.64300165e-01]]
final_inputs_run [[-1.29518183]
 [-1.33366212]
 [-1.38806244]
 ..., 
 [-0.18554731]
 [ 0.08126947]
 [ 0.50662534]]
final_outputs_run [[-1.29518183]
 [-1.33366212]
 [-1.38806244]
 ..., 
 [-0.18554731]
 [ 0.08126947]
 [ 0.50662534]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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final_outputs_run [[ 0.89823772]
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Progress: 2.9% ... Training loss: 0.396 ... Validation loss: 0.656[-0.47537317]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
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27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
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15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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15433         0         1             0    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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    4.31720551e-02   1.43952113e-01   1.73154839e-01   3.57183483e-02
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final_inputs_run [[-1.31725776]
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 ..., 
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final_outputs_run [[-1.31725776]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
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15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
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16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
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...          ...  
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16869          0  
16870          0  
16871          0  
16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
self.weights_input_to_hidden [[ -3.73650524e-01  -2.21124201e-01   1.51170594e-01  -1.76114641e-01
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   -1.11920452e-01   1.45560560e-01]
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    1.24423431e-01  -1.55367885e-01]
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   -4.35465254e-02   7.74280577e-02   1.12982469e-01   1.83392008e-01
   -8.28067433e-03  -1.08429138e-01]
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    1.28586074e-02   1.03717205e-01]
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   -1.37025823e-01  -1.21668321e-01  -1.63129417e-01  -1.39336862e-01
   -2.17844715e-01   2.42564886e-02]
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    4.31720551e-02   1.43952113e-01   1.73154839e-01   3.57183483e-02
   -1.04047252e-01   1.64157103e-01]]
final_inputs_run [[ 0.86987212]
 [ 0.64293967]
 [ 0.68391903]
 ..., 
 [ 0.70474524]
 [ 0.2903193 ]
 [ 0.23555957]]
final_outputs_run [[ 0.86987212]
 [ 0.64293967]
 [ 0.68391903]
 ..., 
 [ 0.70474524]
 [ 0.2903193 ]
 [ 0.23555957]]
Progress: 2.9% ... Training loss: 0.394 ... Validation loss: 0.657[-0.12948796]
[-0.0210058]
[ 0.13397192]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
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15418   1        0  0.119512  0.014364  -0.211685         0         0   
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final_inputs_run [[-1.34101632]
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 ..., 
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final_outputs_run [[-1.34101632]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
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16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
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16855         0         1             0    ...          0      0      0   
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16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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15435          0  
15436          0  
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[1440 rows x 56 columns]
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    1.86756961e-01  -6.53249050e-02   5.82489538e-02  -9.51027331e-02
    2.12226964e-01   1.83006436e-01]
 [  9.90082812e-02   1.81755123e-01   3.99022848e-02  -6.55575067e-02
    6.51129621e-02   2.04418983e-01  -6.02098122e-02  -2.12247758e-01
   -8.29569890e-02   1.41480764e-01]
 [ -1.66689855e-02  -3.47104458e-02  -3.62082871e-03  -1.51508322e-01
    2.09381632e-01   2.40589000e-02   2.89498024e-02  -1.26459309e-01
    1.16188994e-01   6.43362060e-02]
 [  1.83081821e-01   7.59539478e-02  -2.58906405e-01  -1.55742621e-01
   -4.54041097e-01   1.92273641e-01   2.08853722e-01  -8.23486326e-02
    2.20220279e-01   1.90555194e-01]
 [  6.92840644e-02   1.96154327e-02  -2.47222328e-01   2.49492886e-01
   -3.98766588e-01   2.10923688e-02   4.87916829e-02   4.57283291e-02
   -1.20677547e-01   3.41794267e-01]
 [  2.51563034e-01   2.67784370e-01  -1.45375347e-01   3.07633428e-01
   -4.30778351e-01   2.52437643e-03   6.46408855e-03   9.41402452e-02
    8.34006408e-02   4.28909011e-01]
 [ -9.60051140e-02   1.56845440e-01  -2.74852667e-01   2.06376053e-01
   -5.30862040e-01  -5.99409557e-02  -6.75685372e-02  -2.78654229e-02
    8.69059702e-02  -7.67290715e-02]
 [  1.84436935e-01   5.28851163e-02  -1.71884901e-01  -6.11970518e-03
   -4.34458992e-01  -1.76095066e-02   1.59989414e-01  -7.87680472e-02
   -2.10582417e-01   2.38331967e-01]
 [  2.02125532e-01  -8.09044099e-02  -1.08123326e-01  -3.44079227e-02
   -5.36891800e-01  -3.57191561e-02   2.41847727e-01  -1.48160055e-01
   -1.37008677e-01   2.01355617e-01]
 [  1.91812695e-02   1.45057418e-01  -1.45424301e-01   8.41190130e-02
   -1.53295413e-01   9.91079095e-02   7.90456437e-02   1.19446722e-01
    2.51873083e-01   5.02327809e-02]
 [ -1.70048887e-01  -2.25387372e-01   1.26186754e-03  -2.30418390e-01
    4.09726914e-01  -2.35855140e-02   1.32115194e-01   2.61205923e-02
   -5.13614000e-02  -1.26130378e-01]
 [ -4.06660304e-01  -4.16304741e-01   4.97822039e-02  -1.33578638e-01
    5.52224656e-01  -1.37032125e-01  -2.66031441e-01   1.86932550e-01
   -1.11847920e-01  -4.57250603e-01]
 [  1.54371119e-01   1.95356554e-01   4.60695301e-02  -7.18042063e-02
    1.30101329e-01   3.83526876e-02  -9.24764567e-02  -6.56439988e-02
    6.69512870e-03  -1.04265181e-01]
 [  7.07755006e-02   4.84701916e-02  -2.45062527e-01   1.30102283e-01
    5.36771476e-02  -4.51338367e-02   1.94213353e-01   1.33388106e-03
   -2.26265026e-02  -1.27377023e-01]
 [  1.47152913e-02   1.63437874e-01   1.62402031e-01  -4.84682388e-02
   -2.03740037e-01  -2.23191930e-02  -2.23274272e-02   8.11505679e-02
   -1.51230498e-01  -4.99292634e-02]
 [  9.99211168e-02  -4.10091162e-03   1.62236398e-02  -1.19980452e-01
   -2.71042941e-02   4.61625903e-02  -1.18248980e-01   7.73895746e-02
    3.00007878e-02   2.83462603e-03]
 [ -1.44398722e-01   1.70132024e-01   1.23641703e-01   4.28895717e-02
    1.44066456e-01  -1.54378642e-01  -1.49392953e-01  -1.39857517e-01
   -7.71565584e-04   1.44730868e-01]
 [  1.69170790e-01   2.31703523e-01   9.57398096e-02   1.20716778e-01
   -5.60737355e-02  -2.58853942e-01  -8.24460066e-02  -8.74138476e-02
   -1.12050185e-01   1.46076808e-01]
 [  3.43507831e-02  -1.49283472e-01   8.53444643e-02   2.00209019e-01
   -5.75901702e-02  -1.23148401e-02  -9.37657097e-02   3.93922488e-02
    1.24332933e-01  -1.55045268e-01]
 [  1.47895614e-02  -1.26747637e-02   1.50937527e-01  -1.10113562e-01
   -6.81143806e-03   1.90507225e-01  -1.97510896e-02   1.07516787e-01
    1.60850965e-01  -3.95866898e-01]
 [  8.77582743e-02  -2.85842850e-01   1.16788690e-01  -3.83261901e-01
    7.38830060e-01  -1.65145655e-01  -1.97169886e-01   2.69434823e-01
    1.82181993e-01  -4.53236669e-01]
 [ -3.03727664e-01  -2.22768075e-01   1.06817104e-01  -1.08496411e-01
    6.22208933e-01  -2.25697885e-01  -2.29660666e-01   2.13347292e-01
    3.79281035e-01  -3.86337990e-01]
 [  1.47666642e-01  -8.43316861e-02  -3.49754931e-02   8.71098326e-02
    4.44066437e-01  -1.95465494e-01  -1.65464033e-01  -3.69009192e-02
    5.26439185e-02  -2.00785868e-01]
 [ -2.95759096e-01  -1.89797911e-01   2.82419965e-01  -1.73993849e-02
   -4.33289177e-02   7.73992338e-02   1.12932668e-01   1.83433716e-01
   -8.25766555e-03  -1.08521839e-01]
 [  1.34757767e-01   2.19036330e-02   2.32506730e-01  -2.13294026e-01
   -5.60195325e-02   9.85892963e-02   1.16499751e-01   1.59505652e-01
    8.56816172e-02  -7.32794211e-02]
 [  1.47820666e-01   1.00109545e-01  -1.06853242e-01  -9.82298037e-02
   -2.34358988e-01   2.06492084e-01   7.64363266e-02  -1.99977014e-01
   -1.14286022e-01   2.77811889e-02]
 [ -1.32630420e-01   1.62928731e-01  -2.31402910e-01  -3.26195947e-02
   -4.46381714e-01   8.99547962e-02   2.00989779e-01   7.66124491e-02
    1.27090695e-02   1.04332272e-01]
 [  3.76153254e-02   8.96693563e-02  -6.56776167e-03   6.68899688e-02
   -1.07798118e-01   1.63522045e-01  -2.90576098e-01  -5.61773902e-02
   -3.82799642e-02  -1.42125798e-01]
 [  2.56979587e-02   1.22610239e-02   1.99604002e-01  -1.45228674e-01
   -1.19856824e-01  -1.93139786e-01   1.38511657e-01  -2.01684039e-01
    1.57342741e-02   1.64720828e-01]
 [  4.08975958e-02   2.53959665e-01   3.80856305e-01   2.17132407e-01
   -6.18025134e-03   3.77910199e-02   1.13325036e-01  -8.50885069e-02
    1.42622996e-01  -4.44484129e-03]
 [  1.09021845e-02   9.30842419e-03   5.57953461e-02   6.34996993e-02
   -5.26053949e-02  -1.24788451e-01   7.57549276e-02  -1.38047797e-01
    6.19636054e-02   8.22704938e-02]
 [ -4.15323366e-02   2.15231705e-01   2.73166878e-01  -1.02732815e-01
   -1.16589399e-01  -2.68649334e-02  -1.67517440e-02   9.08695628e-02
   -2.44918918e-01   3.27090680e-02]
 [ -8.68086477e-02   4.01135850e-03   2.03614439e-01  -3.36084703e-02
   -1.40758673e-01  -1.21136941e-01  -1.62317547e-01  -1.40079354e-01
   -2.18245566e-01   2.58991332e-02]
 [  8.86088292e-02  -2.94030013e-01   9.05887777e-02   7.09334764e-02
    3.95075421e-02   1.44554595e-01   1.74037939e-01   3.49145748e-02
   -1.04484342e-01   1.65941560e-01]]
final_inputs_run [[ 0.85610698]
 [ 0.62633394]
 [ 0.66536598]
 ..., 
 [ 0.68339561]
 [ 0.26833077]
 [ 0.21272633]]
final_outputs_run [[ 0.85610698]
 [ 0.62633394]
 [ 0.66536598]
 ..., 
 [ 0.68339561]
 [ 0.26833077]
 [ 0.21272633]]
Progress: 2.9% ... Training loss: 0.393 ... Validation loss: 0.656[-0.03778265]
[ 0.80637853]
[ 0.17949334]
[-0.71465142]
[-0.47952602]
[ 0.18029956]
[-0.31289512]
[-0.57769153]
[ 0.42694485]
[ 0.55891795]
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[ 0.10178685]
[ 0.18362396]
[-0.35423044]
[ 0.0608466]
[ 0.12083969]
[ 0.11948369]
[ 0.15696109]
[ 0.1051441]
[-0.36360702]
[-0.05931059]
[ 0.13137277]
[-0.15534545]
[ 0.11400648]
[-0.83256185]
[ 0.18638546]
[-0.29616906]
[-0.28244014]
[-0.27569022]
[ 0.05936035]
[ 0.32494281]
[-0.96146219]
[-0.8425024]
[ 0.04886942]
[ 0.35904281]
[-0.6500442]
[-0.33226451]
[ 0.0061007]
[ 0.9049934]
[-0.16591498]
[ 0.12089149]
[ 0.12830713]
[-0.20538995]
[ 0.26781362]
[ 0.36221617]
[-0.09865971]
[ 0.21266722]
[ 0.26046463]
[ 0.66452239]
[ 0.09046578]
[ 0.10729041]
[-0.34365924]
[-0.63958237]
[-0.18643256]
[-0.28252738]
[ 1.02858154]
[ 0.40467441]
[-0.21538918]
[-0.45606837]
[ 0.68863913]
[ 0.45265103]
[ 1.39375925]
[ 0.04295681]
[ 1.60250705]
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[ 1.51238596]
[ 0.06202267]
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[ 0.1827738]
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[ 1.07114604]
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[ 1.1889319]
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[ 0.26996109]
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[ 0.13744204]
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[ 0.46313545]
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[ 0.30187806]
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[ 0.14341895]
[ 1.37148799]
[-0.1052247]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
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15441   1        0  0.534976 -1.177780  -0.211685         0         0   
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15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
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15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
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    1.24333535e-01  -1.55052459e-01]
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    1.60914991e-01  -3.96069648e-01]
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    1.82583652e-01  -4.54851153e-01]
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    6.22364042e-01  -2.25727094e-01  -2.29709271e-01   2.13389092e-01
    3.79305070e-01  -3.86434116e-01]
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    4.46590656e-01  -1.95856930e-01  -1.66091850e-01  -3.63455183e-02
    5.29484465e-02  -2.01960487e-01]
 [ -2.96110000e-01  -1.90282557e-01   2.82791325e-01  -1.77980333e-02
   -4.19041191e-02   7.71765763e-02   1.12618090e-01   1.83714240e-01
   -8.10876197e-03  -1.09155204e-01]
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    8.56037207e-02  -7.29703107e-02]
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   -2.35003804e-01   2.06589277e-01   7.65805118e-02  -2.00106147e-01
   -1.14356780e-01   2.80737945e-02]
 [ -1.32702672e-01   1.62839885e-01  -2.31319241e-01  -3.27004402e-02
   -4.46081068e-01   8.99097051e-02   2.00918375e-01   7.66746424e-02
    1.27433736e-02   1.04199067e-01]
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   -1.07811868e-01   1.63517739e-01  -2.90578035e-01  -5.61806729e-02
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   -1.22166984e-01  -1.92832002e-01   1.38957698e-01  -2.02093549e-01
    1.55195097e-02   1.65632160e-01]
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   -5.31301073e-03   3.76527486e-02   1.13147211e-01  -8.49451287e-02
    1.42692457e-01  -4.66064220e-03]
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   -5.01712401e-02  -1.25129235e-01   7.51742333e-02  -1.37539420e-01
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   -2.18342223e-01   2.63565274e-02]
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    3.80555837e-02   1.44758958e-01   1.74319386e-01   3.46480254e-02
   -1.04635144e-01   1.66542395e-01]]
final_inputs_run [[ 0.86049869]
 [ 0.63361291]
 [ 0.67392758]
 ..., 
 [ 0.68458263]
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final_outputs_run [[ 0.86049869]
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 ..., 
 [ 0.68458263]
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Progress: 2.9% ... Training loss: 0.392 ... Validation loss: 0.653[-0.04767066]
[-0.15701145]
[ 0.24458293]
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[ 0.10661177]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
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10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
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17            0         0             0    ...          0      0      0   
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19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
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15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
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15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
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       weekday_6  
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1              1  
2              1  
3              1  
4              1  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.72507286e-01  -2.19863273e-01   1.49977275e-01  -1.74726236e-01
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   -3.38400175e-01   2.68499395e-01   2.23529656e-02   6.89444428e-02
    1.55110339e-01   8.06805852e-02]
 [ -6.82638395e-02  -5.58664522e-02   7.36198066e-03   1.56744650e-01
   -3.41911122e-02  -2.86230603e-01  -6.40271913e-03  -3.40381492e-02
    1.21967556e-01   8.87458750e-02]
 [  2.67644637e-01   1.39493893e-01   4.80303485e-02   1.35196165e-01
   -2.86952196e-01  -5.00743211e-02   4.13435998e-02   9.47449325e-02
    4.23791605e-02   1.05636205e-01]
 [ -1.79393858e-01  -1.84923116e-02  -6.44540957e-02  -5.97486787e-02
    2.19605760e-01   6.86174082e-02  -4.13524908e-02   1.95774369e-01
   -6.71483083e-02   6.50391008e-02]
 [ -1.06371078e-01  -1.08916907e-01  -2.51664888e-02  -8.62651961e-02
   -1.56029166e-01  -7.76147197e-02   2.47328292e-01   1.09028979e-01
    2.07714696e-01  -5.31986624e-03]
 [ -1.21024272e-01   1.04545086e-01  -1.38637778e-01   7.88031259e-02
    1.42488420e-01  -1.17090068e-01  -1.78443650e-01   2.78378010e-02
   -2.44724759e-01   2.80275190e-02]
 [ -1.30537922e-01   7.75844028e-02  -1.18180462e-02  -1.23167860e-01
   -1.34285709e-01  -1.58720559e-02   6.90268427e-02   5.73163538e-02
   -1.87887625e-01   1.72236549e-01]
 [  2.53993822e-01  -2.15545712e-01  -8.67107918e-02   7.76759163e-02
    1.57426457e-01   4.17639423e-02  -5.67738340e-02  -6.09213892e-02
    2.54212577e-01   2.40519337e-02]
 [ -9.75529142e-02   1.42736328e-01  -3.97477247e-02   1.62387291e-02
    1.35400180e-01  -1.02174873e-01  -6.75029130e-03  -2.17770059e-02
    4.88698442e-02   1.23213141e-01]
 [  9.63701896e-02   1.51732048e-01  -2.25024276e-02  -3.22326900e-04
    2.36260181e-02  -3.51220530e-02  -2.46623935e-01   2.45634118e-01
   -1.43030601e-01  -1.38582062e-02]
 [ -3.84864808e-02   2.87529749e-01  -1.04373260e-01   2.84918591e-02
    8.48704837e-02  -5.55162387e-02  -8.95740178e-02  -2.56989343e-01
   -7.83729262e-02  -1.38002377e-01]
 [ -5.67429409e-02   1.55725649e-01  -1.04978766e-01  -2.84436625e-01
   -2.15154750e-01  -3.04173546e-01   4.85112810e-02  -8.79577581e-02
   -8.74392926e-02  -1.51257946e-01]
 [  4.39556157e-02  -1.28424006e-02  -3.23297708e-02  -1.28517546e-01
   -1.98118814e-02  -4.84218618e-02   3.37212791e-02   6.65847307e-02
    8.92346844e-03   5.21758736e-02]
 [ -1.52822514e-01   2.19038868e-02  -1.22991209e-02   1.28213330e-01
   -3.05033195e-01   1.04171079e-01   7.50517913e-02   1.88844726e-01
    1.24929762e-01   4.04391190e-02]
 [ -5.59923216e-02   2.31277371e-01   1.62788619e-01   6.79305274e-02
   -1.88670414e-01   8.64602311e-02   1.65820175e-01  -1.91474932e-01
    1.75189952e-01   6.11808744e-02]
 [  2.09295481e-01  -5.89847235e-02  -2.34061576e-02  -2.06045884e-01
   -5.02767834e-02   1.56844592e-01  -4.13330401e-02  -2.81068583e-02
    1.07072204e-01   8.64715521e-02]
 [  2.08263596e-02   1.32294632e-02  -2.36734691e-01  -2.35074404e-01
    3.18662643e-01  -1.10671940e-01   9.23332044e-02   6.95610161e-02
    1.30844706e-03  -9.16246404e-02]
 [ -1.55439095e-01   9.51848696e-02  -2.23956863e-01   6.07933442e-02
    1.86308673e-01  -6.52608264e-02   5.83525756e-02  -9.52014548e-02
    2.12187328e-01   1.83163134e-01]
 [  9.87626881e-02   1.81480289e-01   4.01652650e-02  -6.58090391e-02
    6.60169696e-02   2.04276137e-01  -6.04171714e-02  -2.12055337e-01
   -8.28525588e-02   1.41078432e-01]
 [ -1.62330999e-02  -3.41666256e-02  -4.12353726e-03  -1.51056719e-01
    2.07630761e-01   2.43219478e-02   2.93326312e-02  -1.26815689e-01
    1.16003841e-01   6.51329573e-02]
 [  1.83364390e-01   7.62429824e-02  -2.59184761e-01  -1.55521359e-01
   -4.55023200e-01   1.92405173e-01   2.09054093e-01  -8.25303044e-02
    2.20120558e-01   1.91003087e-01]
 [  6.94927975e-02   1.98431940e-02  -2.47378024e-01   2.49686010e-01
   -3.99731879e-01   2.12061763e-02   4.89638588e-02   4.55845802e-02
   -1.20761467e-01   3.42139950e-01]
 [  2.51866142e-01   2.68123128e-01  -1.45642265e-01   3.07895186e-01
   -4.31937343e-01   2.66650014e-03   6.67790653e-03   9.39474710e-02
    8.32995256e-02   4.29374686e-01]
 [ -9.46693635e-02   1.58422382e-01  -2.76311895e-01   2.07762639e-01
   -5.35880039e-01  -5.91532041e-02  -6.63999437e-02  -2.89361051e-02
    8.63317657e-02  -7.43747180e-02]
 [  1.85224288e-01   5.37981588e-02  -1.72697250e-01  -5.32621304e-03
   -4.37364006e-01  -1.71673023e-02   1.60645711e-01  -7.93752734e-02
   -2.10905221e-01   2.39683427e-01]
 [  2.02785232e-01  -8.01707298e-02  -1.08815918e-01  -3.37525425e-02
   -5.39175040e-01  -3.53522571e-02   2.42376971e-01  -1.48657405e-01
   -1.37279762e-01   2.02473455e-01]
 [  1.96248173e-02   1.45572665e-01  -1.45883366e-01   8.45677225e-02
   -1.55021972e-01   9.93671567e-02   7.94259528e-02   1.19109439e-01
    2.51696931e-01   5.09829820e-02]
 [ -1.69458075e-01  -2.24799583e-01   6.47932801e-04  -2.29888580e-01
    4.07912639e-01  -2.32534929e-02   1.32589419e-01   2.56886297e-02
   -5.15973850e-02  -1.25163864e-01]
 [ -4.06210937e-01  -4.15885167e-01   4.93871957e-02  -1.33255334e-01
    5.50649390e-01  -1.36774271e-01  -2.65677663e-01   1.86614687e-01
   -1.12007251e-01  -4.56505000e-01]
 [  1.54331657e-01   1.95331128e-01   4.61437004e-02  -7.18414738e-02
    1.30324854e-01   3.83275991e-02  -9.25186313e-02  -6.56202284e-02
    6.71148126e-03  -1.04312733e-01]
 [  7.09652929e-02   4.87781003e-02  -2.45295151e-01   1.30365570e-01
    5.29047737e-02  -4.50052191e-02   1.94436283e-01   1.13570913e-03
   -2.27320584e-02  -1.26994138e-01]
 [  1.45846544e-02   1.63323003e-01   1.62559286e-01  -4.86119961e-02
   -2.03335238e-01  -2.24142602e-02  -2.24238979e-02   8.12479285e-02
   -1.51174827e-01  -5.01560171e-02]
 [  9.91942589e-02  -4.95062877e-03   1.70711031e-02  -1.20731644e-01
   -2.41935849e-02   4.57061774e-02  -1.18936326e-01   7.79908805e-02
    3.03309856e-02   1.49793363e-03]
 [ -1.44249393e-01   1.70362401e-01   1.23482895e-01   4.30723722e-02
    1.43176970e-01  -1.54265384e-01  -1.49186212e-01  -1.40017036e-01
   -8.55190050e-04   1.45097457e-01]
 [  1.69023400e-01   2.31436760e-01   9.59495411e-02   1.20497417e-01
   -5.51769937e-02  -2.58964970e-01  -8.26481267e-02  -8.72229208e-02
   -1.11950077e-01   1.45722493e-01]
 [  3.47092861e-02  -1.48769901e-01   8.49316678e-02   2.00649376e-01
   -5.92713213e-02  -1.20712538e-02  -9.33811207e-02   3.90541804e-02
    1.24146288e-01  -1.54288094e-01]
 [  1.42447656e-02  -1.34013190e-02   1.51570180e-01  -1.10713119e-01
   -4.20084566e-03   1.90128982e-01  -2.03415007e-02   1.08038017e-01
    1.61140249e-01  -3.96881263e-01]
 [  8.55177919e-02  -2.88334682e-01   1.19058781e-01  -3.85243540e-01
    7.46443913e-01  -1.66425725e-01  -1.99167307e-01   2.71093364e-01
    1.83138136e-01  -4.56917894e-01]
 [ -3.04175137e-01  -2.23242254e-01   1.07275853e-01  -1.08904618e-01
    6.23528099e-01  -2.25910549e-01  -2.30064434e-01   2.13686142e-01
    3.79441236e-01  -3.87038487e-01]
 [  1.47137352e-01  -8.48417340e-02  -3.45145495e-02   8.66811638e-02
    4.45508909e-01  -1.95716692e-01  -1.65878555e-01  -3.65393576e-02
    5.28496189e-02  -2.01517126e-01]
 [ -2.95999243e-01  -1.90144553e-01   2.82696433e-01  -1.76824889e-02
   -4.22571299e-02   7.72495429e-02   1.12726748e-01   1.83630932e-01
   -8.15987477e-03  -1.08944032e-01]
 [  1.35095503e-01   2.22978933e-02   2.32179663e-01  -2.12975578e-01
   -5.74429669e-02   9.88007383e-02   1.16823814e-01   1.59217781e-01
    8.55177552e-02  -7.26445468e-02]
 [  1.47977482e-01   1.00302135e-01  -1.07033537e-01  -9.80642912e-02
   -2.34991674e-01   2.06589006e-01   7.65783788e-02  -2.00104896e-01
   -1.14355715e-01   2.80694933e-02]
 [ -1.32802953e-01   1.62735493e-01  -2.31206761e-01  -3.28065789e-02
   -4.45811439e-01   8.98495360e-02   2.00830241e-01   7.67546038e-02
    1.27865849e-02   1.04031794e-01]
 [  3.79631920e-02   9.01702635e-02  -6.93161700e-03   6.73400459e-02
   -1.09466442e-01   1.63789788e-01  -2.90223333e-01  -5.64820581e-02
   -3.84294211e-02  -1.41416914e-01]
 [  2.64148814e-02   1.31615205e-02   1.98876934e-01  -1.44477903e-01
   -1.23291668e-01  -1.92709599e-01   1.39096757e-01  -2.02243948e-01
    1.54117853e-02   1.66069609e-01]
 [  4.15358623e-02   2.54763441e-01   3.80047191e-01   2.17849401e-01
   -8.75030521e-03   3.81577207e-02   1.13904144e-01  -8.56322750e-02
    1.42321692e-01  -3.12766489e-03]
 [  1.03056278e-02   8.71672292e-03   5.64281415e-02   6.28864631e-02
   -5.05561391e-02  -1.25118771e-01   7.52333811e-02  -1.37594084e-01
    6.22094251e-02   8.13384828e-02]
 [ -4.25574440e-02   2.13965005e-01   2.74422619e-01  -1.03774413e-01
   -1.12972082e-01  -2.75135446e-02  -1.77696708e-02   9.16615643e-02
   -2.44395188e-01   3.08854747e-02]
 [ -8.63270413e-02   4.52447776e-03   2.03118633e-01  -3.31598076e-02
   -1.41876987e-01  -1.20917784e-01  -1.61964980e-01  -1.40398758e-01
   -2.18411943e-01   2.66500673e-02]
 [  8.90798792e-02  -2.93648647e-01   9.02350196e-02   7.13658993e-02
    3.78685556e-02   1.44812281e-01   1.74337369e-01   3.46374504e-02
   -1.04658998e-01   1.66731108e-01]]
final_inputs_run [[-1.36701585]
 [-1.40376091]
 [-1.46100308]
 ..., 
 [-0.25627011]
 [ 0.01083274]
 [ 0.44183277]]
final_outputs_run [[-1.36701585]
 [-1.40376091]
 [-1.46100308]
 ..., 
 [-0.25627011]
 [ 0.01083274]
 [ 0.44183277]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
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final_inputs_run [[ 0.84318101]
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 ..., 
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final_outputs_run [[ 0.84318101]
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 ..., 
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Progress: 3.0% ... Training loss: 0.392 ... Validation loss: 0.652[ 1.09279464]
[-0.05735863]
[-0.49368179]
[-0.62138237]
[ 0.14533119]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
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19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
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24            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15414         0         1             0    ...          0      0      0   
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15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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6              0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
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9              1  
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...          ...  
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[15435 rows x 56 columns]
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 [  9.81086714e-02   1.80707275e-01   4.08867650e-02  -6.64946190e-02
    6.85504154e-02   2.03882198e-01  -6.09599093e-02  -2.11536919e-01
   -8.25852051e-02   1.39936362e-01]
 [ -1.59190040e-02  -3.38078271e-02  -4.43440917e-03  -1.50749330e-01
    2.06449935e-01   2.44962865e-02   2.95916148e-02  -1.27049614e-01
    1.15881284e-01   6.56642460e-02]
 [  1.83521782e-01   7.64210456e-02  -2.59349252e-01  -1.55367941e-01
   -4.55573238e-01   1.92495598e-01   2.09172185e-01  -8.26461944e-02
    2.20066053e-01   1.91266698e-01]
 [  7.01839922e-02   2.07113022e-02  -2.48187913e-01   2.50460475e-01
   -4.02528126e-01   2.16338453e-02   4.96139060e-02   4.50130117e-02
   -1.21075714e-01   3.43450040e-01]
 [  2.52213038e-01   2.68505203e-01  -1.45980688e-01   3.08222072e-01
   -4.33082263e-01   2.86718303e-03   6.96504966e-03   9.36968222e-02
    8.31627850e-02   4.29922810e-01]
 [ -9.43834879e-02   1.58758491e-01  -2.76575927e-01   2.08026975e-01
   -5.36944159e-01  -5.89927953e-02  -6.61710796e-02  -2.91367777e-02
    8.62247009e-02  -7.38985367e-02]
 [  1.85519624e-01   5.41042513e-02  -1.72983564e-01  -5.05743242e-03
   -4.38485500e-01  -1.70143797e-02   1.60858806e-01  -7.95672917e-02
   -2.11008185e-01   2.40179202e-01]
 [  2.03110872e-01  -7.97922943e-02  -1.09164268e-01  -3.34257516e-02
   -5.40434535e-01  -3.51781820e-02   2.42653623e-01  -1.48910157e-01
   -1.37415132e-01   2.03044152e-01]
 [  2.00825255e-02   1.46059535e-01  -1.46271859e-01   8.49988263e-02
   -1.56742218e-01   9.96237114e-02   7.97992798e-02   1.18793634e-01
    2.51511364e-01   5.17554128e-02]
 [ -1.69632116e-01  -2.24987651e-01   8.42103065e-04  -2.30045449e-01
    4.08591886e-01  -2.33587834e-02   1.32456362e-01   2.58172128e-02
   -5.15299804e-02  -1.25454569e-01]
 [ -4.06451650e-01  -4.16215200e-01   4.97354161e-02  -1.33547614e-01
    5.51767288e-01  -1.36933124e-01  -2.65923946e-01   1.86860809e-01
   -1.11886102e-01  -4.56996347e-01]
 [  1.54171100e-01   1.95207262e-01   4.63141163e-02  -7.19940283e-02
    1.30877970e-01   3.82320874e-02  -9.26563770e-02  -6.55020565e-02
    6.77731923e-03  -1.04576518e-01]
 [  7.09860771e-02   4.88558765e-02  -2.45325115e-01   1.30408900e-01
    5.26560805e-02  -4.49743832e-02   1.94492998e-01   1.08744483e-03
   -2.27625630e-02  -1.26888574e-01]
 [  1.45405202e-02   1.63267590e-01   1.62609152e-01  -4.86606849e-02
   -2.03167418e-01  -2.24418671e-02  -2.24624559e-02   8.12840623e-02
   -1.51155642e-01  -5.02385864e-02]
 [  9.88471949e-02  -5.32686496e-03   1.74454171e-02  -1.21024842e-01
   -2.29652052e-02   4.55071892e-02  -1.19229155e-01   7.82388624e-02
    3.04734416e-02   9.87412575e-04]
 [ -1.44134432e-01   1.70511133e-01   1.23408634e-01   4.31382306e-02
    1.42906840e-01  -1.54239397e-01  -1.49127535e-01  -1.40084835e-01
   -8.84353237e-04   1.45233826e-01]
 [  1.68407444e-01   2.30771079e-01   9.66075502e-02   1.19860940e-01
   -5.27660974e-02  -2.59319340e-01  -8.31725135e-02  -8.67446271e-02
   -1.11690885e-01   1.44651684e-01]
 [  3.46542863e-02  -1.48830999e-01   8.49624250e-02   2.00593090e-01
   -5.89688234e-02  -1.21094656e-02  -9.34470285e-02   3.91181395e-02
    1.24179766e-01  -1.54400756e-01]
 [  1.39560433e-02  -1.37501547e-02   1.51893767e-01  -1.11014278e-01
   -3.05937443e-03   1.89953328e-01  -2.05963349e-02   1.08261638e-01
    1.61260665e-01  -3.97373445e-01]
 [  8.52614100e-02  -2.88628387e-01   1.19327867e-01  -3.85447141e-01
    7.47236949e-01  -1.66562796e-01  -1.99415115e-01   2.71300120e-01
    1.83257951e-01  -4.57341004e-01]
 [ -3.04693773e-01  -2.24055903e-01   1.08059430e-01  -1.09639817e-01
    6.25632523e-01  -2.26308778e-01  -2.30737416e-01   2.14275038e-01
    3.79778130e-01  -3.88286783e-01]
 [  1.46822390e-01  -8.52482635e-02  -3.41608681e-02   8.63228374e-02
    4.46759964e-01  -1.95897767e-01  -1.66200774e-01  -3.62658836e-02
    5.30049604e-02  -2.02100202e-01]
 [ -2.95959072e-01  -1.90093776e-01   2.82650325e-01  -1.76385415e-02
   -4.23970166e-02   7.72722720e-02   1.12764320e-01   1.83600015e-01
   -8.17751937e-03  -1.08872330e-01]
 [  1.35087385e-01   2.22741929e-02   2.32206463e-01  -2.13000362e-01
   -5.74136704e-02   9.87870471e-02   1.16807995e-01   1.59233969e-01
    8.55243990e-02  -7.26823909e-02]
 [  1.48188810e-01   1.00566223e-01  -1.07265731e-01  -9.78544835e-02
   -2.35827658e-01   2.06717937e-01   7.67721971e-02  -2.00279095e-01
   -1.14450608e-01   2.84610215e-02]
 [ -1.32939370e-01   1.62593869e-01  -2.31060405e-01  -3.29438719e-02
   -4.45393696e-01   8.97714532e-02   2.00716799e-01   7.68610275e-02
    1.28421966e-02   1.03801513e-01]
 [  3.79107697e-02   9.00765101e-02  -6.75145939e-03   6.72923235e-02
   -1.09184783e-01   1.63743598e-01  -2.90294280e-01  -5.64378529e-02
   -3.83941629e-02  -1.41450014e-01]
 [  2.64296945e-02   1.29750335e-02   1.99087175e-01  -1.44705461e-01
   -1.23125168e-01  -1.92773610e-01   1.38921683e-01  -2.02077636e-01
    1.55057378e-02   1.65769257e-01]
 [  4.20443996e-02   2.55352269e-01   3.79532327e-01   2.18334178e-01
   -1.06424225e-02   3.84379611e-02   1.14291275e-01  -8.59862643e-02
    1.42145059e-01  -2.28719164e-03]
 [  9.73726404e-03   8.03315787e-03   5.71345682e-02   6.22980511e-02
   -4.84345341e-02  -1.25432395e-01   7.46945723e-02  -1.37106802e-01
    6.24650174e-02   8.02965803e-02]
 [ -4.24451689e-02   2.14315515e-01   2.74247403e-01  -1.03525576e-01
   -1.13855673e-01  -2.74362074e-02  -1.76114009e-02   9.15089123e-02
   -2.44476010e-01   3.13175912e-02]
 [ -8.65798201e-02   4.21322864e-03   2.03347781e-01  -3.34101381e-02
   -1.40799281e-01  -1.21092548e-01  -1.62188829e-01  -1.40168719e-01
   -2.18305062e-01   2.61886019e-02]
 [  8.91044046e-02  -2.93664243e-01   9.03454480e-02   7.12583138e-02
    3.80424206e-02   1.44761879e-01   1.74228777e-01   3.47303233e-02
   -1.04598467e-01   1.66600223e-01]]
final_inputs_run [[-1.36818284]
 [-1.40649769]
 [-1.46214163]
 ..., 
 [-0.25719188]
 [ 0.01095536]
 [ 0.44692381]]
final_outputs_run [[-1.36818284]
 [-1.40649769]
 [-1.46214163]
 ..., 
 [-0.25719188]
 [ 0.01095536]
 [ 0.44692381]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
15442          0  
15443          0  
15444          0  
15445          0  
15446          0  
15447          0  
15448          0  
15449          0  
15450          0  
15451          0  
15452          0  
15453          0  
15454          0  
15455          0  
15456          0  
15457          0  
15458          0  
15459          0  
15460          0  
15461          0  
15462          0  
15463          0  
15464          0  
...          ...  
16845          0  
16846          0  
16847          0  
16848          0  
16849          0  
16850          0  
16851          0  
16852          0  
16853          0  
16854          0  
16855          0  
16856          0  
16857          0  
16858          0  
16859          0  
16860          0  
16861          0  
16862          0  
16863          0  
16864          0  
16865          0  
16866          0  
16867          0  
16868          0  
16869          0  
16870          0  
16871          0  
16872          0  
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[1440 rows x 56 columns]
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final_inputs_run [[ 0.85234669]
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 ..., 
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final_outputs_run [[ 0.85234669]
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 ..., 
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Progress: 3.0% ... Training loss: 0.390 ... Validation loss: 0.649[ 0.83916762]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
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16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
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15449         0         1             1    ...          0      1      0   
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16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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 [  4.37208346e-02  -1.31974935e-02  -3.19937208e-02  -1.28828731e-01
   -1.87043382e-02  -4.86123298e-02   3.33674662e-02   6.68932830e-02
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 [ -1.52554539e-01   2.20511987e-02  -1.24090849e-02   1.28188526e-01
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    2.12171614e-01   1.83222837e-01]
 [  9.80021004e-02   1.80613660e-01   4.10036106e-02  -6.65975654e-02
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   -8.25479874e-02   1.39777093e-01]
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    1.15779316e-01   6.60921204e-02]
 [  1.83813378e-01   7.67397620e-02  -2.59638819e-01  -1.55089269e-01
   -4.56610317e-01   1.92661010e-01   2.09403117e-01  -8.28586694e-02
    2.19958167e-01   1.91748776e-01]
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   -4.04675543e-01   2.19656524e-02   5.01016973e-02   4.45781378e-02
   -1.21313572e-01   3.44431542e-01]
 [  2.52495484e-01   2.68826289e-01  -1.46283736e-01   3.08486267e-01
   -4.34151595e-01   3.03155697e-03   7.20819676e-03   9.34778829e-02
    8.30446982e-02   4.30392667e-01]
 [ -9.41611287e-02   1.58998834e-01  -2.76801331e-01   2.08234954e-01
   -5.37717094e-01  -5.88652261e-02  -6.59809639e-02  -2.93083005e-02
    8.61392133e-02  -7.35147370e-02]
 [  1.85504544e-01   5.40846832e-02  -1.72968429e-01  -5.07457869e-03
   -4.38425375e-01  -1.70242879e-02   1.60843756e-01  -7.95537329e-02
   -2.11000995e-01   2.40151097e-01]
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   -5.42452198e-01  -3.48410117e-02   2.43153623e-01  -1.49362821e-01
   -1.37663255e-01   2.04066890e-01]
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   -1.12179787e-01  -4.55968005e-01]
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    6.93271459e-03  -1.05234694e-01]
 [  7.11073168e-02   4.89966425e-02  -2.45456535e-01   1.30530670e-01
    5.22017839e-02  -4.49031408e-02   1.94594416e-01   9.95355765e-04
   -2.28129602e-02  -1.26681529e-01]
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   -2.02613228e-01  -2.25490921e-02  -2.26049438e-02   8.14079730e-02
   -1.51084665e-01  -5.05235134e-02]
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   -2.15563467e-02   4.52751500e-02  -1.19555742e-01   7.85408392e-02
    3.06369872e-02   3.62021714e-04]
 [ -1.44295839e-01   1.70319256e-01   1.23565606e-01   4.29822995e-02
    1.43536040e-01  -1.54336024e-01  -1.49262065e-01  -1.39960778e-01
   -8.15670088e-04   1.44969043e-01]
 [  1.68652153e-01   2.31067644e-01   9.63530160e-02   1.20117168e-01
   -5.37681560e-02  -2.59202714e-01  -8.29403469e-02  -8.69503981e-02
   -1.11803495e-01   1.45095288e-01]
 [  3.53163819e-02  -1.48031637e-01   8.42713118e-02   2.01274520e-01
   -6.17009119e-02  -1.16944841e-02  -9.28266715e-02   3.85727270e-02
    1.23878795e-01  -1.53207097e-01]
 [  1.34222073e-02  -1.44418737e-02   1.52490666e-01  -1.11575889e-01
   -7.41748372e-04   1.89589794e-01  -2.11473553e-02   1.08745887e-01
    1.61527176e-01  -3.98301544e-01]
 [  8.51708296e-02  -2.88719888e-01   1.19446544e-01  -3.85556214e-01
    7.47539213e-01  -1.66623693e-01  -1.99489872e-01   2.71374157e-01
    1.83299278e-01  -4.57505340e-01]
 [ -3.04918145e-01  -2.24444096e-01   1.08430592e-01  -1.10001021e-01
    6.27045976e-01  -2.26489437e-01  -2.31102704e-01   2.14586956e-01
    3.79947953e-01  -3.88923490e-01]
 [  1.46623512e-01  -8.54725148e-02  -3.39546865e-02   8.61224000e-02
    4.47476377e-01  -1.96013443e-01  -1.66370159e-01  -3.61135536e-02
    5.30858372e-02  -2.02431751e-01]
 [ -2.96096616e-01  -1.90248338e-01   2.82835672e-01  -1.77857164e-02
   -4.18392492e-02   7.71833943e-02   1.12649227e-01   1.83698621e-01
   -8.12428597e-03  -1.09122985e-01]
 [  1.34800876e-01   2.19515057e-02   2.32514189e-01  -2.13296085e-01
   -5.63696533e-02   9.86187760e-02   1.16574522e-01   1.59450483e-01
    8.56361709e-02  -7.31804330e-02]
 [  1.48145468e-01   1.00532154e-01  -1.07229154e-01  -9.78893881e-02
   -2.35689090e-01   2.06691933e-01   7.67385914e-02  -2.00253121e-01
   -1.14433259e-01   2.83926247e-02]
 [ -1.32810461e-01   1.62778467e-01  -2.31210775e-01  -3.27960000e-02
   -4.45967394e-01   8.98615357e-02   2.00841213e-01   7.67507133e-02
    1.27797810e-02   1.04063656e-01]
 [  3.83949051e-02   9.06842592e-02  -7.31909164e-03   6.78272323e-02
   -1.11013503e-01   1.64039390e-01  -2.89875199e-01  -5.68336539e-02
   -3.86167450e-02  -1.40572871e-01]
 [  2.60754041e-02   1.24470751e-02   1.99613222e-01  -1.45179587e-01
   -1.21547557e-01  -1.93048296e-01   1.38526420e-01  -2.01710209e-01
    1.56888066e-02   1.64979602e-01]
 [  4.26330207e-02   2.56074294e-01   3.78911745e-01   2.18918437e-01
   -1.30485689e-02   3.87796127e-02   1.14828216e-01  -8.64686023e-02
    1.41894908e-01  -1.23741092e-03]
 [  1.00224347e-02   8.42836021e-03   5.68425394e-02   6.25625599e-02
   -4.95404248e-02  -1.25285247e-01   7.49400219e-02  -1.37332020e-01
    6.23398504e-02   8.08133826e-02]
 [ -4.22782073e-02   2.14497521e-01   2.74092278e-01  -1.03365887e-01
   -1.14563181e-01  -2.73329106e-02  -1.74399871e-02   9.13708115e-02
   -2.44557519e-01   3.16332381e-02]
 [ -8.66599080e-02   3.97327086e-03   2.03549185e-01  -3.35992078e-02
   -1.40073032e-01  -1.21212199e-01  -1.62401500e-01  -1.39969766e-01
   -2.18193181e-01   2.58683018e-02]
 [  8.96895979e-02  -2.93049032e-01   8.96375930e-02   7.18982202e-02
    3.59699785e-02   1.45100356e-01   1.74692365e-01   3.42526004e-02
   -1.04847479e-01   1.67591612e-01]]
final_inputs_run [[ 0.81872962]
 [ 0.60733613]
 [ 0.6485599 ]
 ..., 
 [ 0.65274521]
 [ 0.2243371 ]
 [ 0.14873272]]
final_outputs_run [[ 0.81872962]
 [ 0.60733613]
 [ 0.6485599 ]
 ..., 
 [ 0.65274521]
 [ 0.2243371 ]
 [ 0.14873272]]
Progress: 3.0% ... Training loss: 0.392 ... Validation loss: 0.652[-0.41633973]
[-0.11498422]
[ 0.20586241]
[ 0.08520331]
[-0.46289943]
[-0.2673132]
[-0.00047053]
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[ 1.70105935]
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[ 0.89681357]
[ 0.83127821]
[ 2.14276044]
[ 0.79751586]
[-0.26283388]
[-0.52129102]
[-0.31501591]
[ 1.2707598]
[ 0.13870604]
[-0.40622636]
[ 0.11262705]
[ 0.26686931]
[-0.15078616]
[ 0.41289401]
[-0.33756704]
[-0.66179407]
[-0.39887944]
[ 2.8863948]
[-0.15013471]
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[ 0.08862626]
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[ 0.54737581]
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[ 0.67898929]
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[ 0.34783649]
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[ 0.08891864]
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[ 0.20403329]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
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    1.31348735e-01   3.81405989e-02  -9.27897140e-02  -6.53857669e-02
    6.83743620e-03  -1.04829330e-01]
 [  7.12689818e-02   4.92092097e-02  -2.45647186e-01   1.30718779e-01
    5.14929351e-02  -4.48040900e-02   1.94754178e-01   8.55135677e-04
   -2.28862317e-02  -1.26376976e-01]
 [  1.45799085e-02   1.63329410e-01   1.62585213e-01  -4.86261146e-02
   -2.03440746e-01  -2.24317123e-02  -2.24191550e-02   8.12662094e-02
   -1.51169913e-01  -5.01910372e-02]
 [  9.81184312e-02  -6.19093795e-03   1.83303184e-02  -1.21816453e-01
   -1.97570625e-02   4.50422495e-02  -1.19927458e-01   7.88709150e-02
    3.08195166e-02  -3.14720564e-04]
 [ -1.44010423e-01   1.70659133e-01   1.23271040e-01   4.32587856e-02
    1.42509051e-01  -1.54165257e-01  -1.49006829e-01  -1.40184739e-01
   -9.36610539e-04   1.45453153e-01]
 [  1.67893971e-01   2.30105504e-01   9.71896014e-02   1.19341082e-01
   -5.06309291e-02  -2.59637114e-01  -8.36408159e-02  -8.63251547e-02
   -1.11468204e-01   1.43711347e-01]
 [  3.51678239e-02  -1.48212876e-01   8.44627537e-02   2.01098768e-01
   -6.10643684e-02  -1.17889562e-02  -9.29681670e-02   3.86891360e-02
    1.23944248e-01  -1.53479085e-01]
 [  1.29351038e-02  -1.50586577e-02   1.53095635e-01  -1.12070981e-01
    1.36826964e-03   1.89221263e-01  -2.17014913e-02   1.09200177e-01
    1.61792652e-01  -3.99160726e-01]
 [  8.43500868e-02  -2.89666295e-01   1.20320241e-01  -3.86298649e-01
    7.50182573e-01  -1.67095433e-01  -2.00227854e-01   2.72000784e-01
    1.83634624e-01  -4.58890723e-01]
 [ -3.06084160e-01  -2.25934906e-01   1.09717971e-01  -1.11201916e-01
    6.31593916e-01  -2.27222281e-01  -2.32249712e-01   2.15497986e-01
    3.80474217e-01  -3.91035221e-01]
 [  1.46327588e-01  -8.57882945e-02  -3.36404883e-02   8.58374942e-02
    4.48475359e-01  -1.96181626e-01  -1.66614888e-01  -3.58920799e-02
    5.32038336e-02  -2.02933002e-01]
 [ -2.95740175e-01  -1.89841080e-01   2.82443614e-01  -1.73956067e-02
   -4.31962771e-02   7.74089810e-02   1.12989149e-01   1.83412430e-01
   -8.28363165e-03  -1.08456368e-01]
 [  1.34912473e-01   2.20769901e-02   2.32393303e-01  -2.13183538e-01
   -5.67367546e-02   9.86848797e-02   1.16677690e-01   1.59364200e-01
    8.55860980e-02  -7.29789456e-02]
 [  1.48145468e-01   1.00532154e-01  -1.07229154e-01  -9.78893881e-02
   -2.35689090e-01   2.06691933e-01   7.67385914e-02  -2.00253121e-01
   -1.14433259e-01   2.83926247e-02]
 [ -1.32838466e-01   1.62747331e-01  -2.31178392e-01  -3.28277951e-02
   -4.45914295e-01   8.98465919e-02   2.00814001e-01   7.67739425e-02
    1.27923762e-02   1.04011923e-01]
 [  3.73054796e-02   8.92555787e-02  -6.04505591e-03   6.66849674e-02
   -1.06047603e-01   1.63340007e-01  -2.90993429e-01  -5.58534824e-02
   -3.80885475e-02  -1.42479710e-01]
 [  2.66303060e-02   1.29681229e-02   1.99105577e-01  -1.44671190e-01
   -1.23258035e-01  -1.92791664e-01   1.38898212e-01  -2.02035885e-01
    1.55099834e-02   1.65747169e-01]
 [  4.30010222e-02   2.56519066e-01   3.78560889e-01   2.19309100e-01
   -1.48513800e-02   3.89916915e-02   1.15124036e-01  -8.67512238e-02
    1.41749235e-01  -6.07853480e-04]
 [  9.96495058e-03   8.37380949e-03   5.69739376e-02   6.24850549e-02
   -4.96191562e-02  -1.25325457e-01   7.48572341e-02  -1.37272559e-01
    6.23729745e-02   8.07340085e-02]
 [ -4.28632798e-02   2.13535019e-01   2.74881531e-01  -1.04104557e-01
   -1.11851644e-01  -2.77896438e-02  -1.81524187e-02   9.19321750e-02
   -2.44215500e-01   3.03556706e-02]
 [ -8.70688984e-02   3.52349528e-03   2.03986843e-01  -3.40059467e-02
   -1.38560043e-01  -1.21429462e-01  -1.62718803e-01  -1.39677005e-01
   -2.18036130e-01   2.52536579e-02]
 [  9.01320913e-02  -2.92441971e-01   8.90795136e-02   7.25115181e-02
    3.40948354e-02   1.45383753e-01   1.75101364e-01   3.38623116e-02
   -1.05032494e-01   1.68549439e-01]]
final_inputs_run [[ 0.84331087]
 [ 0.64458572]
 [ 0.68927058]
 ..., 
 [ 0.68594097]
 [ 0.24828137]
 [ 0.16226958]]
final_outputs_run [[ 0.84331087]
 [ 0.64458572]
 [ 0.68927058]
 ..., 
 [ 0.68594097]
 [ 0.24828137]
 [ 0.16226958]]
Progress: 3.0% ... Training loss: 0.390 ... Validation loss: 0.646[-0.21311272]
[-0.2049551]
[ 0.16033142]
[-0.31440338]
[ 0.29818304]
[-0.56173494]
[ 0.01593345]
[ 1.5994782]
[-0.63096948]
[-0.58570291]
[ 0.01605759]
[-0.13837598]
[ 0.32562484]
[-0.59567725]
[ 1.21070004]
[-0.0036443]
[ 0.09655321]
[-1.05681291]
[-0.28796239]
[-0.18081451]
[-0.48910731]
[-0.23314159]
[-0.18319842]
[-0.36666619]
[ 2.47717054]
[ 0.12007727]
[ 0.24615634]
[-0.66247173]
[ 0.10387674]
[-0.6114877]
[ 0.4144175]
[-0.1850027]
[ 0.37371257]
[ 0.09965065]
[ 0.41310494]
[ 0.05577416]
[ 0.06311118]
[ 0.34272586]
[-0.70802979]
[ 1.13014188]
[-0.64902213]
[ 0.56242534]
[ 0.21810264]
[ 0.20874344]
[-0.42895651]
[-0.79668557]
[-0.64447987]
[-0.09717002]
[ 0.49806231]
[-0.2828174]
[-0.35414587]
[ 0.2959515]
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[-0.31818488]
[ 0.36514113]
[-0.15807155]
[-0.14425978]
[-0.05001437]
[ 0.33111976]
[-0.40435373]
[-0.22382901]
[ 0.39327346]
[ 0.18568983]
[-0.31826627]
[ 0.09910309]
[-0.75583324]
[ 0.96453654]
[-0.28086978]
[ 0.32111688]
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[ 1.21697839]
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[-0.08359595]
[ 1.13086713]
[-0.24650722]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
15426          0          0          1          0          0          0   
15427          0          0          0          1          0          0   
15428          0          0          0          1          0          0   
15429          0          0          0          1          0          0   
15430          0          0          0          1          0          0   
15431          0          0          0          1          0          0   
15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
12             1  
13             1  
14             1  
15             1  
16             1  
17             1  
18             1  
19             1  
20             1  
21             1  
22             1  
23             1  
24             0  
25             0  
26             0  
27             0  
28             0  
29             0  
...          ...  
15405          0  
15406          0  
15407          0  
15408          0  
15409          0  
15410          0  
15411          0  
15412          0  
15413          0  
15414          0  
15415          0  
15416          0  
15417          0  
15418          0  
15419          0  
15420          0  
15421          0  
15422          0  
15423          0  
15424          0  
15425          0  
15426          0  
15427          0  
15428          0  
15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
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   -4.79779871e-02  -1.25580990e-01   7.44945053e-02  -1.36933453e-01
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    3.57741256e-02   1.45153244e-01   1.74713180e-01   3.42248102e-02
   -1.04832018e-01   1.67799149e-01]]
final_inputs_run [[ 0.83955853]
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 ..., 
 [ 0.67593654]
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final_outputs_run [[ 0.83955853]
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 ..., 
 [ 0.67593654]
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Progress: 3.0% ... Training loss: 0.390 ... Validation loss: 0.646[ 0.19273176]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
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15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
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3              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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   -1.98996846e-02  -4.84705854e-02   3.34351933e-02   6.67645043e-02
    9.06435098e-03   5.21276812e-02]
 [ -1.52168451e-01   2.26324109e-02  -1.28471921e-02   1.28592037e-01
   -3.06648194e-01   1.04448457e-01   7.54060994e-02   1.88485316e-01
    1.24776354e-01   4.12937385e-02]
 [ -5.49770197e-02   2.32346542e-01   1.61794610e-01   6.87980922e-02
   -1.92138909e-01   8.70204659e-02   1.66629442e-01  -1.92235927e-01
    1.74778094e-01   6.29244234e-02]
 [  2.10154709e-01  -5.80478032e-02  -2.42985096e-02  -2.05072230e-01
   -5.31984137e-02   1.57305822e-01  -4.08128878e-02  -2.87074981e-02
    1.06792804e-01   8.77627715e-02]
 [  1.99015020e-02   1.20666375e-02  -2.35423251e-01  -2.35976442e-01
    3.21361188e-01  -1.11227699e-01   9.13752313e-02   7.03139080e-02
    1.75362236e-03  -9.30706610e-02]
 [ -1.55718855e-01   9.47814979e-02  -2.23602869e-01   6.04817669e-02
    1.86563433e-01  -6.54290535e-02   5.81172215e-02  -9.49760838e-02
    2.12310400e-01   1.82517687e-01]
 [  9.77352069e-02   1.80328014e-01   4.12535725e-02  -6.68342866e-02
    6.97032470e-02   2.03661061e-01  -6.12538316e-02  -2.11251250e-01
   -8.24373423e-02   1.39363776e-01]
 [ -1.61482598e-02  -3.40839610e-02  -4.17741538e-03  -1.50983047e-01
    2.07124423e-01   2.43516079e-02   2.93747426e-02  -1.26864867e-01
    1.15963763e-01   6.52536047e-02]
 [  1.84643760e-01   7.76835989e-02  -2.60509090e-01  -1.54276253e-01
   -4.59676699e-01   1.93143099e-01   2.10080013e-01  -8.34741207e-02
    2.19644024e-01   1.93148486e-01]
 [  7.14581732e-02   2.21618919e-02  -2.49546263e-01   2.51744849e-01
   -4.07443340e-01   2.23660045e-02   5.06811226e-02   4.40649569e-02
   -1.21592747e-01   3.45612163e-01]
 [  2.53462913e-01   2.69931275e-01  -1.47275530e-01   3.09436240e-01
   -4.37972291e-01   3.54078005e-03   7.99243353e-03   9.27925367e-02
    8.26811453e-02   4.32071858e-01]
 [ -9.28157292e-02   1.60630688e-01  -2.78281897e-01   2.09652089e-01
   -5.42657071e-01  -5.80851778e-02  -6.47799324e-02  -3.03696993e-02
    8.55947378e-02  -7.11033147e-02]
 [  1.86876618e-01   5.56634195e-02  -1.74418187e-01  -3.69385746e-03
   -4.43399226e-01  -1.62571168e-02   1.61987252e-01  -8.05799461e-02
   -2.11547043e-01   2.42482918e-01]
 [  2.04644489e-01  -7.80464345e-02  -1.10750389e-01  -3.18888724e-02
   -5.45858343e-01  -3.43205651e-02   2.43919515e-01  -1.50062475e-01
   -1.38034038e-01   2.05640410e-01]
 [  2.05097611e-02   1.46543693e-01  -1.46705657e-01   8.54089057e-02
   -1.58416146e-01   9.98674078e-02   8.01454322e-02   1.18486826e-01
    2.51342917e-01   5.25034784e-02]
 [ -1.69650972e-01  -2.25147403e-01   8.90857497e-04  -2.30111872e-01
    4.08518668e-01  -2.33919664e-02   1.32365288e-01   2.58542762e-02
   -5.15077174e-02  -1.25562964e-01]
 [ -4.06955622e-01  -4.17085461e-01   5.03470469e-02  -1.34181912e-01
    5.53598767e-01  -1.37213692e-01  -2.66423641e-01   1.87289382e-01
   -1.11694257e-01  -4.58027425e-01]
 [  1.54009468e-01   1.95013092e-01   4.65778453e-02  -7.22253481e-02
    1.31481009e-01   3.81160760e-02  -9.28356015e-02  -6.53449736e-02
    6.85626473e-03  -1.04917110e-01]
 [  7.09945786e-02   4.89180109e-02  -2.45395836e-01   1.30453625e-01
    5.25450135e-02  -4.49704597e-02   1.94507668e-01   1.06723303e-03
   -2.27686485e-02  -1.26800187e-01]
 [  1.43972708e-02   1.63157807e-01   1.62792170e-01  -4.87945275e-02
   -2.02900579e-01  -2.25295939e-02  -2.25391168e-02   8.13871554e-02
   -1.51104372e-01  -5.04614914e-02]
 [  9.84171569e-02  -5.84399227e-03   1.80405793e-02  -1.21533689e-01
   -2.09764341e-02   4.52218926e-02  -1.19654278e-01   7.86318264e-02
    3.06892004e-02   2.20629728e-04]
 [ -1.44385087e-01   1.70075879e-01   1.23861093e-01   4.27367142e-02
    1.44485351e-01  -1.54423076e-01  -1.49459774e-01  -1.39764688e-01
   -7.07552371e-04   1.44545831e-01]
 [  1.67668500e-01   2.29935203e-01   9.74582538e-02   1.19164950e-01
   -4.99509211e-02  -2.59782761e-01  -8.37925693e-02  -8.62026561e-02
   -1.11398943e-01   1.43439101e-01]
 [  3.53157720e-02  -1.47947460e-01   8.42434410e-02   2.01354713e-01
   -6.20020954e-02  -1.16732456e-02  -9.27404572e-02   3.85080945e-02
    1.23832417e-01  -1.52978486e-01]
 [  1.25899982e-02  -1.54897879e-02   1.53514790e-01  -1.12459252e-01
    2.87270479e-03   1.88982880e-01  -2.20774059e-02   1.09530172e-01
    1.61970395e-01  -3.99814368e-01]
 [  8.33935314e-02  -2.90674363e-01   1.21334801e-01  -3.87104381e-01
    7.53166223e-01  -1.67606352e-01  -2.01103601e-01   2.72738933e-01
    1.84036114e-01  -4.60493058e-01]
 [ -3.06518045e-01  -2.26362171e-01   1.10205555e-01  -1.11600940e-01
    6.32694945e-01  -2.27427396e-01  -2.32656528e-01   2.15806820e-01
    3.80673736e-01  -3.91723795e-01]
 [  1.45602492e-01  -8.66157401e-02  -3.28756996e-02   8.51117489e-02
    4.50959705e-01  -1.96563777e-01  -1.67229806e-01  -3.53669756e-02
    5.34850494e-02  -2.04182968e-01]
 [ -2.96099168e-01  -1.90374215e-01   2.82873050e-01  -1.78769052e-02
   -4.14926080e-02   7.71285176e-02   1.12596140e-01   1.83750927e-01
   -8.09515745e-03  -1.09251180e-01]
 [  1.35265786e-01   2.24977651e-02   2.32016272e-01  -2.12826393e-01
   -5.80968373e-02   9.88971482e-02   1.16988075e-01   1.59092843e-01
    8.54387539e-02  -7.23578796e-02]
 [  1.48078028e-01   1.00447361e-01  -1.07149399e-01  -9.79715522e-02
   -2.35405113e-01   2.06644766e-01   7.66681613e-02  -2.00187829e-01
   -1.14397778e-01   2.82468055e-02]
 [ -1.32640851e-01   1.62991044e-01  -2.31436369e-01  -3.26276107e-02
   -4.46806575e-01   8.99600791e-02   2.01014032e-01   7.65951943e-02
    1.26961586e-02   1.04418974e-01]
 [  3.72562010e-02   8.92427202e-02  -5.93609915e-03   6.65894099e-02
   -1.05831850e-01   1.63324638e-01  -2.91136926e-01  -5.57934715e-02
   -3.80409861e-02  -1.42698617e-01]
 [  2.61356132e-02   1.24054052e-02   1.99687777e-01  -1.45207789e-01
   -1.22300360e-01  -1.93103506e-01   1.38471735e-01  -2.01635349e-01
    1.57099277e-02   1.64887275e-01]
 [  4.35455773e-02   2.57171142e-01   3.78064660e-01   2.19862013e-01
   -1.70662183e-02   3.93006548e-02   1.15575403e-01  -8.71936774e-02
    1.41509524e-01   4.40433702e-04]
 [  9.80846055e-03   8.31690156e-03   5.71436900e-02   6.24670843e-02
   -4.94716269e-02  -1.25428348e-01   7.47670600e-02  -1.37189631e-01
    6.24290202e-02   8.06304669e-02]
 [ -4.25452944e-02   2.13837620e-01   2.74624909e-01  -1.03748893e-01
   -1.13589027e-01  -2.75876979e-02  -1.79263560e-02   9.17098571e-02
   -2.44323918e-01   3.09560387e-02]
 [ -8.59151034e-02   4.85863931e-03   2.02793886e-01  -3.28892270e-02
   -1.42912079e-01  -1.20775179e-01  -1.61752254e-01  -1.40551953e-01
   -2.18497394e-01   2.72227409e-02]
 [  8.88183152e-02  -2.94144817e-01   9.06387800e-02   7.09894547e-02
    3.97593251e-02   1.44570994e-01   1.73761767e-01   3.50551136e-02
   -1.04378448e-01   1.66009410e-01]]
final_inputs_run [[-1.35855769]
 [-1.39843724]
 [-1.45420519]
 ..., 
 [-0.25288556]
 [ 0.02046747]
 [ 0.46229759]]
final_outputs_run [[-1.35855769]
 [-1.39843724]
 [-1.45420519]
 ..., 
 [-0.25288556]
 [ 0.02046747]
 [ 0.46229759]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
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final_outputs_run [[ 0.8684704 ]
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Progress: 3.0% ... Training loss: 0.388 ... Validation loss: 0.645[ 0.54162332]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
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final_inputs_run [[-1.37017775]
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 ..., 
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final_outputs_run [[-1.37017775]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
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16852          1          0          0          0          0          0   
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16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
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...          ...  
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16874          0  

[1440 rows x 56 columns]
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   -4.11148064e-01   2.29258498e-02   5.15138394e-02   4.33188466e-02
   -1.22004892e-01   3.47295790e-01]
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   -4.38217878e-01   3.56827165e-03   8.03931371e-03   9.27532716e-02
    8.26567432e-02   4.32192802e-01]
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   -5.44423463e-01  -5.78035248e-02  -6.43634668e-02  -3.07461429e-02
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   -8.20391184e-04   1.44998783e-01]
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   -1.11494256e-01   1.43816607e-01]
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   -6.44978310e-02  -1.13191962e-02  -9.21804798e-02   3.80549400e-02
    1.23557924e-01  -1.51975173e-01]
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    3.15512062e-03   1.88914461e-01  -2.21660482e-02   1.09604464e-01
    1.62018161e-01  -3.99945136e-01]
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    7.57402113e-01  -1.68398764e-01  -2.02460327e-01   2.73831901e-01
    1.84683010e-01  -4.62675607e-01]
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    6.38735924e-01  -2.28383839e-01  -2.34407474e-01   2.17269649e-01
    3.81488280e-01  -3.94615986e-01]
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    4.52683374e-01  -1.96835190e-01  -1.67671885e-01  -3.49773170e-02
    5.37033125e-02  -2.05015608e-01]
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   -4.13557137e-02   7.71088061e-02   1.12566467e-01   1.83775154e-01
   -8.07967622e-03  -1.09309867e-01]
 [  1.35522343e-01   2.28161473e-02   2.31752763e-01  -2.12566383e-01
   -5.91570224e-02   9.90454049e-02   1.17221388e-01   1.58881106e-01
    8.53241928e-02  -7.18999626e-02]
 [  1.48156133e-01   1.00537845e-01  -1.07236735e-01  -9.78860225e-02
   -2.35711663e-01   2.06690253e-01   7.67337171e-02  -2.00251642e-01
   -1.14431223e-01   2.83870356e-02]
 [ -1.32297966e-01   1.63445090e-01  -2.31857449e-01  -3.22411149e-02
   -4.48317501e-01   9.01748821e-02   2.01348834e-01   7.62947370e-02
    1.25298954e-02   1.05095389e-01]
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   -1.08550380e-01   1.63793289e-01  -2.90499111e-01  -5.63889090e-02
   -3.83683064e-02  -1.41341707e-01]
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   -1.23184759e-01  -1.93014250e-01   1.38545090e-01  -2.01715274e-01
    1.56701174e-02   1.65218381e-01]
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   -1.30935438e-02   3.85565122e-02   1.14355462e-01  -8.62026431e-02
    1.42077691e-01  -1.48834117e-03]
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   -4.83926443e-02  -1.25616977e-01   7.43581000e-02  -1.36841902e-01
    6.25993401e-02   8.00395510e-02]
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   -1.16510842e-01  -2.71730295e-02  -1.74059347e-02   9.12217890e-02
   -2.44570514e-01   3.21705446e-02]
 [ -8.55458825e-02   5.32422152e-03   2.02400778e-01  -3.24615508e-02
   -1.44705170e-01  -1.20564727e-01  -1.61446775e-01  -1.40854173e-01
   -2.18646712e-01   2.79767584e-02]
 [  8.87755338e-02  -2.94145963e-01   9.06986158e-02   7.09479395e-02
    3.95219667e-02   1.44519134e-01   1.73627299e-01   3.51163372e-02
   -1.04326089e-01   1.65928011e-01]]
final_inputs_run [[ 0.87089746]
 [ 0.65226762]
 [ 0.69466236]
 ..., 
 [ 0.69929371]
 [ 0.26280656]
 [ 0.17424172]]
final_outputs_run [[ 0.87089746]
 [ 0.65226762]
 [ 0.69466236]
 ..., 
 [ 0.69929371]
 [ 0.26280656]
 [ 0.17424172]]
Progress: 3.0% ... Training loss: 0.386 ... Validation loss: 0.640[-0.13624819]
[ 0.75029345]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
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15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
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16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
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16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
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16874         0         1             0    ...          1      0      0   

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    8.49832252e-02  -6.85816828e-02]
 [  1.88210528e-01   5.71599578e-02  -1.75815078e-01  -2.35677194e-03
   -4.48272017e-01  -1.55185802e-02   1.63097399e-01  -8.15853783e-02
   -2.12084348e-01   2.44750847e-01]
 [  2.04912585e-01  -7.78050993e-02  -1.11019734e-01  -3.16493089e-02
   -5.47133962e-01  -3.41914358e-02   2.44109534e-01  -1.50254159e-01
   -1.38132123e-01   2.06091088e-01]
 [  2.10474042e-02   1.47168770e-01  -1.47274726e-01   8.59436759e-02
   -1.60468526e-01   1.00181821e-01   8.05922892e-02   1.18077262e-01
    2.51124699e-01   5.34212079e-02]
 [ -1.70528402e-01  -2.26184601e-01   1.83408897e-03  -2.30993037e-01
    4.11785737e-01  -2.38994115e-02   1.31629486e-01   2.65310437e-02
   -5.11344830e-02  -1.27043212e-01]
 [ -4.08262446e-01  -4.18717962e-01   5.18963524e-02  -1.35591786e-01
    5.58751069e-01  -1.38033510e-01  -2.67605693e-01   1.88428684e-01
   -1.11056648e-01  -4.60363225e-01]
 [  1.53728836e-01   1.94682699e-01   4.68941924e-02  -7.25490302e-02
    1.32633852e-01   3.79307928e-02  -9.31029370e-02  -6.51061743e-02
    6.99264193e-03  -1.05424627e-01]
 [  7.08677439e-02   4.87788175e-02  -2.45280037e-01   1.30328151e-01
    5.30009950e-02  -4.50382846e-02   1.94395940e-01   1.16447205e-03
   -2.27143053e-02  -1.26999691e-01]
 [  1.47033301e-02   1.63546696e-01   1.62469091e-01  -4.84631578e-02
   -2.04191046e-01  -2.23392620e-02  -2.22552303e-02   8.11287800e-02
   -1.51244182e-01  -4.98781729e-02]
 [  9.82332430e-02  -6.00056021e-03   1.81600465e-02  -1.21698619e-01
   -2.03875156e-02   4.51317440e-02  -1.19779585e-01   7.87410031e-02
    3.07526979e-02  -2.74728438e-05]
 [ -1.44497157e-01   1.70040499e-01   1.23960198e-01   4.26827076e-02
    1.44707028e-01  -1.54463304e-01  -1.49489779e-01  -1.39727271e-01
   -6.91621890e-04   1.44504271e-01]
 [  1.67998848e-01   2.30332133e-01   9.71660785e-02   1.19463043e-01
   -5.12531467e-02  -2.59608259e-01  -8.35026479e-02  -8.64644165e-02
   -1.11546424e-01   1.44028829e-01]
 [  3.60101334e-02  -1.46995861e-01   8.35221887e-02   2.02191297e-01
   -6.55301019e-02  -1.11709502e-02  -9.19536437e-02   3.78536002e-02
    1.23443495e-01  -1.51534003e-01]
 [  1.19198246e-02  -1.62260595e-02   1.54211147e-01  -1.13044128e-01
    5.11078661e-03   1.88600636e-01  -2.26244596e-02   1.10016840e-01
    1.62249705e-01  -4.00805186e-01]
 [  8.10138846e-02  -2.93551864e-01   1.24036730e-01  -3.89440552e-01
    7.60726508e-01  -1.69083532e-01  -2.03629585e-01   2.74806923e-01
    1.85260255e-01  -4.64647273e-01]
 [ -3.07823614e-01  -2.28262034e-01   1.11931163e-01  -1.13288346e-01
    6.38438248e-01  -2.28341679e-01  -2.34340477e-01   2.17207922e-01
    3.81453799e-01  -3.94477180e-01]
 [  1.44850633e-01  -8.74460507e-02  -3.20895658e-02   8.43399202e-02
    4.53533429e-01  -1.96971607e-01  -1.67897944e-01  -3.47675811e-02
    5.38189391e-02  -2.05458169e-01]
 [ -2.95693156e-01  -1.89909839e-01   2.82414748e-01  -1.74642236e-02
   -4.30382619e-02   7.73656665e-02   1.12947753e-01   1.83423450e-01
   -8.27343927e-03  -1.08575124e-01]
 [  1.35678369e-01   2.30035243e-02   2.31578405e-01  -2.12409588e-01
   -5.97727469e-02   9.91322545e-02   1.17350418e-01   1.58757632e-01
    8.52558410e-02  -7.16492706e-02]
 [  1.48236236e-01   1.00654748e-01  -1.07298468e-01  -9.78091360e-02
   -2.36089329e-01   2.06735558e-01   7.67876923e-02  -2.00317376e-01
   -1.14466706e-01   2.85156648e-02]
 [ -1.32373545e-01   1.63361800e-01  -2.31782566e-01  -3.23169949e-02
   -4.48021182e-01   9.01295149e-02   2.01285182e-01   7.63521257e-02
    1.25617998e-02   1.04976642e-01]
 [  3.89991423e-02   9.13444754e-02  -7.84734633e-03   6.84048053e-02
   -1.12456200e-01   1.64422913e-01  -2.89688535e-01  -5.71713313e-02
   -3.88073014e-02  -1.39614700e-01]
 [  2.59792875e-02   1.22162235e-02   2.00045790e-01  -1.45350801e-01
   -1.22072408e-01  -1.93231299e-01   1.38242186e-01  -2.01436853e-01
    1.58277019e-02   1.64671190e-01]
 [  4.31940205e-02   2.56471561e-01   3.78487555e-01   2.19240905e-01
   -1.57688609e-02   3.89682056e-02   1.14980284e-01  -8.67774899e-02
    1.41777546e-01  -2.36721803e-04]
 [  9.11103150e-03   7.43355338e-03   5.80508807e-02   6.16236758e-02
   -4.68959922e-02  -1.25882963e-01   7.40144788e-02  -1.36527191e-01
    6.27842162e-02   7.93354965e-02]
 [ -4.12161038e-02   2.15408093e-01   2.73276657e-01  -1.02326821e-01
   -1.19111125e-01  -2.68267528e-02  -1.68354800e-02   9.06919088e-02
   -2.44850398e-01   3.33632034e-02]
 [ -8.72407536e-02   3.28620030e-03   2.04497535e-01  -3.41757268e-02
   -1.38962705e-01  -1.21628239e-01  -1.63027560e-01  -1.39378542e-01
   -2.17783086e-01   2.49797785e-02]
 [  8.84592618e-02  -2.94515331e-01   9.09996325e-02   7.06708800e-02
    4.03626021e-02   1.44335529e-01   1.73348384e-01   3.53660648e-02
   -1.04178056e-01   1.65435893e-01]]
final_inputs_run [[ 0.88761602]
 [ 0.66462764]
 [ 0.70648859]
 ..., 
 [ 0.71039104]
 [ 0.27130094]
 [ 0.18579182]]
final_outputs_run [[ 0.88761602]
 [ 0.66462764]
 [ 0.70648859]
 ..., 
 [ 0.71039104]
 [ 0.27130094]
 [ 0.18579182]]
Progress: 3.0% ... Training loss: 0.385 ... Validation loss: 0.638[-0.04731616]
[-0.43518487]
[-0.86527552]
[ 1.58020772]
[ 0.04478439]
[ 0.53078369]
[-0.64260544]
[-0.08894638]
[ 0.28470914]
[-0.92478629]
[-0.23586513]
[ 0.2970705]
[ 0.09529884]
[-0.5291162]
[-0.60540548]
[ 0.33861619]
[-0.77746018]
[-0.25220159]
[-0.27539324]
[ 2.20790065]
[-0.32130463]
[ 0.06065649]
[-0.53061275]
[-0.58697161]
[ 0.73751379]
[-0.32214005]
[-0.36916719]
[ 0.63129746]
[ 0.30265098]
[-0.3285633]
[-0.61324422]
[ 0.60637117]
[ 0.0108]
[-0.6585957]
[ 0.10832242]
[-0.18074599]
[-0.51332425]
[ 2.03975437]
[-0.14805919]
[ 0.30652051]
[-0.18214241]
[ 0.10867789]
[ 0.10108527]
[ 0.53874986]
[-0.10261708]
[ 0.15806534]
[ 0.06880752]
[ 0.4838283]
[ 1.67794572]
[-0.22590633]
[-0.02582961]
[ 1.06678372]
[ 0.83340368]
[ 0.39207794]
[ 0.04584184]
[-1.02811755]
[-0.5396589]
[-0.12559826]
[-0.51872469]
[-0.37898797]
[-0.43155978]
[-0.3790553]
[-0.43186597]
[ 0.62671783]
[-0.13275622]
[ 0.248699]
[-0.02269976]
[-0.42917148]
[-0.09467007]
[-0.17451607]
[-0.57341709]
[-0.3699794]
[-0.43230312]
[-1.17421852]
[ 0.0189451]
[-0.95270547]
[-0.88060181]
[-0.24663408]
[ 1.15049529]
[-0.91964423]
[-0.68741037]
[-0.48558683]
[ 0.59673287]
[-0.41358008]
[ 0.47715052]
[-0.01501062]
[-0.01429974]
[-0.32809906]
[-0.29537408]
[-0.11771936]
[ 0.63713563]
[ 0.25259289]
[ 0.6864045]
[-0.44586931]
[ 0.03800384]
[-0.68514538]
[-0.14709386]
[ 1.95417858]
[-0.10075653]
[ 0.32616385]
[ 1.59291406]
[ 0.07321289]
[ 0.24825462]
[-0.51343681]
[-0.03354455]
[-0.4185292]
[ 0.10181302]
[ 0.4933243]
[ 0.09533408]
[-0.28217279]
[ 0.24035605]
[ 0.53194877]
[-0.42925196]
[-0.74739109]
[-0.04246508]
[-0.05034356]
[ 0.04830425]
[ 0.09752813]
[ 0.99255038]
[-0.15089054]
[-0.53603268]
[-0.16894343]
[-0.06104426]
[-0.55828996]
[-0.46996591]
[-0.02182194]
[-0.72873456]
[ 0.12744086]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
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15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
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    8.49932101e-02  -7.06430068e-02]
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   -2.35926208e-01   2.06709854e-01   7.67496220e-02  -2.00282280e-01
   -1.14447204e-01   2.84419336e-02]
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   -4.49163321e-01   9.02982410e-02   2.01542531e-01   7.61201100e-02
    1.24337753e-02   1.05509398e-01]
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    1.57517458e-02   1.65003427e-01]
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    3.96308291e-02   1.44458078e-01   1.73518128e-01   3.52172613e-02
   -1.04267337e-01   1.65779663e-01]]
final_inputs_run [[ 0.88561281]
 [ 0.65357233]
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 ..., 
 [ 0.70183457]
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final_outputs_run [[ 0.88561281]
 [ 0.65357233]
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 ..., 
 [ 0.70183457]
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Progress: 3.0% ... Training loss: 0.385 ... Validation loss: 0.637[ 0.33955136]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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6             0         0             1    ...          0      0      0   
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10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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14            0         0             0    ...          0      0      0   
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22            0         0             0    ...          0      1      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
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15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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6              0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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2              1  
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[15435 rows x 56 columns]
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   -1.88589910e-01   1.75311263e-01]
 [  2.53993822e-01  -2.15545712e-01  -8.67107918e-02   7.76759163e-02
    1.57426457e-01   4.17639423e-02  -5.67738340e-02  -6.09213892e-02
    2.54212577e-01   2.40519337e-02]
 [ -9.65624654e-02   1.43675498e-01  -4.03887889e-02   1.69265928e-02
    1.31353852e-01  -1.01752590e-01  -6.14766934e-03  -2.23230303e-02
    4.85687516e-02   1.24668148e-01]
 [  9.64313795e-02   1.51525265e-01  -2.20602730e-02  -6.11206091e-04
    2.40729357e-02  -3.52465826e-02  -2.46789064e-01   2.45893764e-01
   -1.42912487e-01  -1.41249259e-02]
 [ -3.99230323e-02   2.85984222e-01  -1.02646969e-01   2.69887927e-02
    8.99631428e-02  -5.64210659e-02  -9.09126726e-02  -2.55810123e-01
   -7.77087680e-02  -1.40427605e-01]
 [ -5.68179909e-02   1.55483909e-01  -1.04888038e-01  -2.84371282e-01
   -2.14104334e-01  -3.04256326e-01   4.80960525e-02  -8.77095860e-02
   -8.73107002e-02  -1.51042667e-01]
 [  4.29586410e-02  -1.41646132e-02  -3.08136261e-02  -1.29737815e-01
   -1.62233936e-02  -4.91817367e-02   3.20112903e-02   6.78891372e-02
    9.74977193e-03   4.99428015e-02]
 [ -1.51809978e-01   2.27992547e-02  -1.30800278e-02   1.28657984e-01
   -3.07874459e-01   1.04527402e-01   7.54179383e-02   1.88404342e-01
    1.24746677e-01   4.17474556e-02]
 [ -5.44431513e-02   2.32913742e-01   1.61133106e-01   6.93745997e-02
   -1.94475905e-01   8.73140343e-02   1.67000400e-01  -1.92601351e-01
    1.74581836e-01   6.40371707e-02]
 [  2.10284569e-01  -5.78302478e-02  -2.44922639e-02  -2.04964534e-01
   -5.41136139e-02   1.57417568e-01  -4.06268213e-02  -2.88243513e-02
    1.06717131e-01   8.81264904e-02]
 [  2.05328109e-02   1.26994714e-02  -2.35736953e-01  -2.35235015e-01
    3.18055907e-01  -1.10847993e-01   9.17451712e-02   6.99126820e-02
    1.60042746e-03  -9.18614419e-02]
 [ -1.55684077e-01   9.48784127e-02  -2.23622701e-01   6.05796858e-02
    1.85998714e-01  -6.54262121e-02   5.80600587e-02  -9.49702890e-02
    2.12327784e-01   1.82558650e-01]
 [  9.59282437e-02   1.78297907e-01   4.31566143e-02  -6.86572772e-02
    7.64120210e-02   2.02607139e-01  -6.27175481e-02  -2.09858753e-01
   -8.17002053e-02   1.36290594e-01]
 [ -1.59491965e-02  -3.38727305e-02  -4.36884002e-03  -1.50804131e-01
    2.06459522e-01   2.44451270e-02   2.95164381e-02  -1.27004788e-01
    1.15902260e-01   6.55503697e-02]
 [  1.85615184e-01   7.88202676e-02  -2.61578025e-01  -1.53301847e-01
   -4.63374195e-01   1.93713676e-01   2.10892358e-01  -8.42285518e-02
    2.19249896e-01   1.94834585e-01]
 [  7.31442418e-02   2.41932564e-02  -2.51391212e-01   2.53522350e-01
   -4.14125986e-01   2.33438760e-02   5.21535602e-02   4.27341291e-02
   -1.22321797e-01   3.48644360e-01]
 [  2.54421739e-01   2.71023748e-01  -1.48318696e-01   3.10388285e-01
   -4.41588182e-01   4.05236788e-03   8.77369791e-03   9.20951196e-02
    8.22991462e-02   4.33684426e-01]
 [ -9.07948533e-02   1.62997970e-01  -2.80383256e-01   2.11716115e-01
   -5.49993702e-01  -5.69420605e-02  -6.30235539e-02  -3.19755607e-02
    8.47257293e-02  -6.75460281e-02]
 [  1.88429192e-01   5.74191625e-02  -1.76056770e-01  -2.13340014e-03
   -4.49011697e-01  -1.53904364e-02   1.63269216e-01  -8.17581176e-02
   -2.12172638e-01   2.45123987e-01]
 [  2.05776079e-01  -7.67550873e-02  -1.11979430e-01  -3.07626137e-02
   -5.50386141e-01  -3.37261053e-02   2.44857047e-01  -1.50953071e-01
   -1.38519984e-01   2.07615003e-01]
 [  2.11119981e-02   1.47216700e-01  -1.47323682e-01   8.59868251e-02
   -1.60691525e-01   1.00208613e-01   8.06186208e-02   1.18051895e-01
    2.51109526e-01   5.35018116e-02]
 [ -1.70700462e-01  -2.26437973e-01   2.05458767e-03  -2.31197491e-01
    4.12450763e-01  -2.40022012e-02   1.31461867e-01   2.66912275e-02
   -5.10480299e-02  -1.27389590e-01]
 [ -4.09147087e-01  -4.19927243e-01   5.30754967e-02  -1.36674829e-01
    5.62625807e-01  -1.38586794e-01  -2.68487794e-01   1.89250800e-01
   -1.10603742e-01  -4.62235289e-01]
 [  1.53136488e-01   1.93945203e-01   4.76886594e-02  -7.32816733e-02
    1.35223466e-01   3.75203123e-02  -9.36981918e-02  -6.45648577e-02
    7.28207326e-03  -1.06616209e-01]
 [  7.11247597e-02   4.90664653e-02  -2.45566734e-01   1.30583966e-01
    5.20566642e-02  -4.49008926e-02   1.94604073e-01   9.69505776e-04
   -2.28212256e-02  -1.26573882e-01]
 [  1.48341787e-02   1.63757331e-01   1.62293004e-01  -4.82905220e-02
   -2.04894349e-01  -2.22502977e-02  -2.20993190e-02   8.09884240e-02
   -1.51322989e-01  -4.95691721e-02]
 [  9.79839131e-02  -6.23691640e-03   1.84480538e-02  -1.21953563e-01
   -1.94769693e-02   4.49840442e-02  -1.19994721e-01   7.89348839e-02
    3.08632297e-02  -4.67323627e-04]
 [ -1.44597099e-01   1.69901768e-01   1.24065953e-01   4.25608918e-02
    1.45173861e-01  -1.54531981e-01  -1.49592091e-01  -1.39633385e-01
   -6.40279575e-04   1.44287965e-01]
 [  1.67666861e-01   2.29936572e-01   9.73864370e-02   1.19180612e-01
   -4.99015498e-02  -2.59787211e-01  -8.37786317e-02  -8.62070701e-02
   -1.11413518e-01   1.43485200e-01]
 [  3.43296814e-02  -1.48874012e-01   8.53566129e-02   2.00451461e-01
   -5.89418840e-02  -1.21573840e-02  -9.33935938e-02   3.91510982e-02
    1.24155831e-01  -1.54280193e-01]
 [  1.12752903e-02  -1.69789649e-02   1.54910135e-01  -1.13706619e-01
    7.49434763e-03   1.88225275e-01  -2.31580739e-02   1.10493033e-01
    1.62520707e-01  -4.01827658e-01]
 [  8.04032417e-02  -2.94277880e-01   1.24692180e-01  -3.90003872e-01
    7.62725221e-01  -1.69379317e-01  -2.04233376e-01   2.75331109e-01
    1.85552698e-01  -4.65631071e-01]
 [ -3.08912711e-01  -2.29892795e-01   1.13366550e-01  -1.14624407e-01
    6.43328356e-01  -2.29037222e-01  -2.35678038e-01   2.18397505e-01
    3.82105222e-01  -3.96696779e-01]
 [  1.44336884e-01  -8.80293437e-02  -3.15790692e-02   8.38383845e-02
    4.55151440e-01  -1.97226619e-01  -1.68328557e-01  -3.43782579e-02
    5.40348958e-02  -2.06270286e-01]
 [ -2.95647986e-01  -1.89826802e-01   2.82373439e-01  -1.74133995e-02
   -4.31905741e-02   7.73952771e-02   1.13012881e-01   1.83380775e-01
   -8.30485483e-03  -1.08488864e-01]
 [  1.36325514e-01   2.37669414e-02   2.30929533e-01  -2.11806085e-01
   -6.22661795e-02   9.94998999e-02   1.17908396e-01   1.58251725e-01
    8.49699973e-02  -7.05692733e-02]
 [  1.48207993e-01   1.00607607e-01  -1.07231052e-01  -9.78604012e-02
   -2.35996487e-01   2.06717562e-01   7.67526358e-02  -2.00285440e-01
   -1.14449112e-01   2.84436121e-02]
 [ -1.31744248e-01   1.64197085e-01  -2.32552283e-01  -3.16189156e-02
   -4.50799946e-01   9.05257445e-02   2.01896341e-01   7.58053406e-02
    1.22545134e-02   1.06232641e-01]
 [  3.97247313e-02   9.22295462e-02  -8.62712204e-03   6.91004389e-02
   -1.14786330e-01   1.64854774e-01  -2.89112750e-01  -5.77024425e-02
   -3.91244035e-02  -1.38316548e-01]
 [  2.60145067e-02   1.21792025e-02   2.00098943e-01  -1.45467812e-01
   -1.21942162e-01  -1.93265700e-01   1.38069077e-01  -2.01317513e-01
    1.58965111e-02   1.64522417e-01]
 [  4.19873473e-02   2.54854764e-01   3.79860002e-01   2.17862750e-01
   -1.09999449e-02   3.81996359e-02   1.13731871e-01  -8.56666024e-02
    1.42394791e-01  -2.46140159e-03]
 [  9.09024608e-03   7.51170868e-03   5.80573982e-02   6.16445622e-02
   -4.73583428e-02  -1.25869350e-01   7.40572598e-02  -1.36557429e-01
    6.27661514e-02   7.93998490e-02]
 [ -4.25998673e-02   2.13621606e-01   2.74966386e-01  -1.03793925e-01
   -1.13687541e-01  -2.76234125e-02  -1.81581411e-02   9.18954039e-02
   -2.44186412e-01   3.09370492e-02]
 [ -8.70628752e-02   3.53009285e-03   2.04307454e-01  -3.40333341e-02
   -1.39581331e-01  -1.21563779e-01  -1.62882764e-01  -1.39516258e-01
   -2.17852313e-01   2.53159692e-02]
 [  8.82656540e-02  -2.94689948e-01   9.12235346e-02   7.04581540e-02
    4.12662703e-02   1.44214041e-01   1.73138205e-01   3.55641764e-02
   -1.04073965e-01   1.65085956e-01]]
final_inputs_run [[-1.29845258]
 [-1.34034522]
 [-1.39259547]
 ..., 
 [-0.20487258]
 [ 0.07629052]
 [ 0.53893583]]
final_outputs_run [[-1.29845258]
 [-1.34034522]
 [-1.39259547]
 ..., 
 [-0.20487258]
 [ 0.07629052]
 [ 0.53893583]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
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final_outputs_run [[ 0.94730424]
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 ..., 
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Progress: 3.0% ... Training loss: 0.387 ... Validation loss: 0.637[-0.49726536]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
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26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
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15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
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15427   1        0 -0.192085  1.310171  -0.821460         0         0   
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15429   1        0 -0.192085  1.310171  -1.553844         0         0   
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15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
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       weekday_6  
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[15435 rows x 56 columns]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
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16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
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16855         0         1             0    ...          0      0      0   
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16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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[1440 rows x 56 columns]
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   -1.11355605e-01   1.43265350e-01]
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    1.24001704e-01  -1.53669005e-01]
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    3.82266394e-01  -3.97236189e-01]
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   -4.31030737e-02   7.73815597e-02   1.12991981e-01   1.83400949e-01
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   -2.44514475e-01   3.22311602e-02]
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   -1.38274024e-01  -1.21730835e-01  -1.63169413e-01  -1.39247198e-01
   -2.17698560e-01   2.48058639e-02]
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    4.08777843e-02   1.44337914e-01   1.73276537e-01   3.54776639e-02
   -1.04148665e-01   1.65403096e-01]]
final_inputs_run [[ 0.93415915]
 [ 0.69671788]
 [ 0.7320297 ]
 ..., 
 [ 0.74676001]
 [ 0.30679068]
 [ 0.22411578]]
final_outputs_run [[ 0.93415915]
 [ 0.69671788]
 [ 0.7320297 ]
 ..., 
 [ 0.74676001]
 [ 0.30679068]
 [ 0.22411578]]
Progress: 3.0% ... Training loss: 0.385 ... Validation loss: 0.634[ 0.14152106]
[-0.34366614]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
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final_inputs_run [[-1.28524895]
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 ..., 
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final_outputs_run [[-1.28524895]
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 ..., 
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
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16854          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
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...          ...  
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16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
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 [ -1.55120617e-01   9.55671895e-02  -2.24251619e-01   6.11801606e-02
    1.83803690e-01  -6.50813825e-02   5.85366370e-02  -9.54435655e-02
    2.12060377e-01   1.83532027e-01]
 [  9.62776298e-02   1.78681888e-01   4.27447624e-02  -6.82998739e-02
    7.49864741e-02   2.02812905e-01  -6.24251572e-02  -2.10144480e-01
   -8.18500933e-02   1.36905116e-01]
 [ -1.59120235e-02  -3.38294570e-02  -4.38084405e-03  -1.50795661e-01
    2.06262127e-01   2.44621990e-02   2.95332029e-02  -1.27016239e-01
    1.15888198e-01   6.56034206e-02]
 [  1.86271770e-01   7.95360389e-02  -2.62281214e-01  -1.52732286e-01
   -4.65743105e-01   1.94069036e-01   2.11375759e-01  -8.47026257e-02
    2.18999564e-01   1.95927588e-01]
 [  7.39486083e-02   2.51626777e-02  -2.52289988e-01   2.54350053e-01
   -4.17405133e-01   2.37940679e-02   5.28260586e-02   4.20886529e-02
   -1.22681441e-01   3.50069489e-01]
 [  2.55266130e-01   2.71984564e-01  -1.49277747e-01   3.11249645e-01
   -4.44686010e-01   4.54100311e-03   9.49834445e-03   9.14024831e-02
    8.19195398e-02   4.35149205e-01]
 [ -9.01730925e-02   1.63734570e-01  -2.81122205e-01   2.12379689e-01
   -5.52365235e-01  -5.65648279e-02  -6.24716320e-02  -3.24974679e-02
    8.44344622e-02  -6.64027026e-02]
 [  1.88723166e-01   5.77884046e-02  -1.76411613e-01  -1.81810034e-03
   -4.50110301e-01  -1.52172382e-02   1.63526206e-01  -8.20048536e-02
   -2.12311721e-01   2.45664738e-01]
 [  2.06805496e-01  -7.55400171e-02  -1.13104519e-01  -2.97055474e-02
   -5.54287256e-01  -3.31397777e-02   2.45731262e-01  -1.51789928e-01
   -1.38986770e-01   2.09451098e-01]
 [  2.20788704e-02   1.48369942e-01  -1.48436957e-01   8.69805038e-02
   -1.64509838e-01   1.00778507e-01   8.14590020e-02   1.17267221e-01
    2.50659704e-01   5.52189573e-02]
 [ -1.71372709e-01  -2.27260687e-01   2.82721052e-03  -2.31883325e-01
    4.15238226e-01  -2.43895597e-02   1.30902023e-01   2.72523053e-02
   -5.07400869e-02  -1.28624393e-01]
 [ -4.09481589e-01  -4.20366503e-01   5.35370518e-02  -1.37069723e-01
    5.64029236e-01  -1.38804740e-01  -2.68839161e-01   1.89600126e-01
   -1.10409778e-01  -4.62944723e-01]
 [  1.52635242e-01   1.93310382e-01   4.83031391e-02  -7.38341084e-02
    1.37297901e-01   3.71977395e-02  -9.41678960e-02  -6.41220457e-02
    7.53131126e-03  -1.07581655e-01]
 [  7.14545861e-02   4.94936021e-02  -2.45939729e-01   1.30886216e-01
    5.08169524e-02  -4.47265602e-02   1.94894927e-01   6.81687909e-04
   -2.29804144e-02  -1.26000689e-01]
 [  1.43429914e-02   1.63186914e-01   1.62827305e-01  -4.87577244e-02
   -2.03084897e-01  -2.25360579e-02  -2.25057730e-02   8.13714871e-02
   -1.51098823e-01  -5.03668590e-02]
 [  9.74309040e-02  -6.88618126e-03   1.92128363e-02  -1.22611733e-01
   -1.70955074e-02   4.46466083e-02  -1.20477789e-01   7.94127470e-02
    3.11325978e-02  -1.46931212e-03]
 [ -1.44126495e-01   1.70546718e-01   1.23462644e-01   4.31281333e-02
    1.43095805e-01  -1.54235309e-01  -1.49131465e-01  -1.40091480e-01
   -8.91491010e-04   1.45274382e-01]
 [  1.67553424e-01   2.29854645e-01   9.75888331e-02   1.19029785e-01
   -4.94672926e-02  -2.59871803e-01  -8.38426010e-02  -8.61158369e-02
   -1.11371802e-01   1.43280234e-01]
 [  3.41766610e-02  -1.49023865e-01   8.55518367e-02   2.00257859e-01
   -5.82833324e-02  -1.22418734e-02  -9.35365101e-02   3.92983308e-02
    1.24230191e-01  -1.54563858e-01]
 [  1.02888695e-02  -1.80698010e-02   1.56030980e-01  -1.14658345e-01
    1.15266058e-02   1.87628101e-01  -2.40495520e-02   1.11330966e-01
    1.62992391e-01  -4.03422081e-01]
 [  7.92605021e-02  -2.95702116e-01   1.26084762e-01  -3.91035708e-01
    7.66204748e-01  -1.70019296e-01  -2.05304305e-01   2.76302245e-01
    1.86145910e-01  -4.67502022e-01]
 [ -3.10813368e-01  -2.32484044e-01   1.15827553e-01  -1.16813175e-01
    6.51460031e-01  -2.30173577e-01  -2.37617180e-01   2.20186698e-01
    3.83096377e-01  -4.00406133e-01]
 [  1.44209765e-01  -8.81831073e-02  -3.14110812e-02   8.37133713e-02
    4.55624939e-01  -1.97281946e-01  -1.68440874e-01  -3.42763660e-02
    5.40953471e-02  -2.06492515e-01]
 [ -2.95631249e-01  -1.89853870e-01   2.82383805e-01  -1.74446606e-02
   -4.30630444e-02   7.73805147e-02   1.12984382e-01   1.83405438e-01
   -8.29041958e-03  -1.08536113e-01]
 [  1.36529804e-01   2.40283298e-02   2.30701042e-01  -2.11602911e-01
   -6.31583979e-02   9.96187208e-02   1.18089234e-01   1.58082321e-01
    8.48723985e-02  -7.01909603e-02]
 [  1.48646561e-01   1.01135150e-01  -1.07737344e-01  -9.74426861e-02
   -2.37826325e-01   2.06974245e-01   7.71222851e-02  -2.00644786e-01
   -1.14649576e-01   2.91851912e-02]
 [ -1.31746351e-01   1.64200321e-01  -2.32535822e-01  -3.16271190e-02
   -4.50880808e-01   9.05235651e-02   2.01892644e-01   7.58148533e-02
    1.22527424e-02   1.06225063e-01]
 [  3.84688628e-02   9.08695031e-02  -7.19083320e-03   6.79041723e-02
   -1.10301777e-01   1.64105937e-01  -2.90165363e-01  -5.67170958e-02
   -3.85448878e-02  -1.40382168e-01]
 [  2.57364714e-02   1.17806029e-02   2.00586128e-01  -1.45818356e-01
   -1.20763872e-01  -1.93418648e-01   1.37696107e-01  -2.00948064e-01
    1.61166911e-02   1.63805339e-01]
 [  4.23685912e-02   2.55330688e-01   3.79354920e-01   2.18283937e-01
   -1.29303720e-02   3.84518831e-02   1.14103409e-01  -8.60536957e-02
    1.42187751e-01  -1.69127993e-03]
 [  9.46457802e-03   7.85778427e-03   5.78022596e-02   6.18646947e-02
   -4.89079666e-02  -1.25729375e-01   7.42514038e-02  -1.36773468e-01
    6.26413893e-02   7.99467387e-02]
 [ -4.19258542e-02   2.14358060e-01   2.74352434e-01  -1.03046849e-01
   -1.16554203e-01  -2.72156226e-02  -1.76696178e-02   9.13605456e-02
   -2.44455911e-01   3.22516217e-02]
 [ -8.70961468e-02   3.31046847e-03   2.04535109e-01  -3.42681380e-02
   -1.38711174e-01  -1.21641428e-01  -1.63032263e-01  -1.39331888e-01
   -2.17752246e-01   2.50506625e-02]
 [  8.81029443e-02  -2.94921129e-01   9.15569298e-02   7.01902265e-02
    4.28173831e-02   1.44074878e-01   1.72841721e-01   3.58729137e-02
   -1.03927508e-01   1.64752333e-01]]
final_inputs_run [[ 0.96571466]
 [ 0.72845969]
 [ 0.76168907]
 ..., 
 [ 0.77766721]
 [ 0.33733408]
 [ 0.25475549]]
final_outputs_run [[ 0.96571466]
 [ 0.72845969]
 [ 0.76168907]
 ..., 
 [ 0.77766721]
 [ 0.33733408]
 [ 0.25475549]]
Progress: 3.1% ... Training loss: 0.388 ... Validation loss: 0.634[-0.49243012]
[-0.94483204]
[-0.40645208]
[ 0.25723025]
[-0.8532565]
[ 0.01635024]
[-0.20241782]
[-0.21034581]
[-0.17259078]
[ 0.74668635]
[ 0.03679671]
[-0.45096678]
[-1.1083326]
[-0.76037992]
[-0.14531274]
[-0.17931845]
[-0.30405694]
[ 0.77582754]
[ 0.22231713]
[ 0.09993864]
[-0.31254775]
[-0.58544596]
[ 0.16659077]
[-0.70154494]
[-0.20969927]
[-0.70202381]
[ 0.1017623]
[ 0.01251672]
[ 0.02420637]
[ 1.13648427]
[ 1.20815877]
[-0.41507576]
[-0.27218852]
[ 0.3163466]
[ 0.12529024]
[ 0.00764404]
[ 2.09083997]
[ 0.2167064]
[ 2.1068081]
[-0.1170196]
[ 0.13159637]
[-0.30555762]
[-0.44075925]
[ 0.25861689]
[-0.2996936]
[-0.19920167]
[-0.47694079]
[-0.70470424]
[-0.22957514]
[ 0.21790883]
[-0.40961586]
[-0.08304466]
[-0.23744298]
[ 0.5988583]
[-0.06559408]
[-0.24071001]
[ 1.8349648]
[-0.33928842]
[ 0.18929956]
[-0.61123198]
[ 0.26592132]
[-0.88156077]
[ 0.01853177]
[-0.20068521]
[-0.91755482]
[-0.83820747]
[-0.15507997]
[ 0.03039115]
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[-0.50743834]
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[-0.16128761]
[ 0.34252851]
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[ 0.14842392]
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[ 0.10140715]
[ 0.4671234]
[ 2.57332927]
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[ 2.20745913]
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[ 0.43678739]
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[ 0.82634524]
[ 0.02797054]
[-0.03772357]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
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15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
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15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
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15455   1        0 -0.503683 -0.659457   0.519881         0         0   
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    1.24107298e-01  -1.54133019e-01]
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    7.67792817e-01  -1.70291399e-01  -2.05787469e-01   2.76676752e-01
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    6.53467549e-01  -2.30483011e-01  -2.38073318e-01   2.20659965e-01
    3.83367612e-01  -4.01401816e-01]
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    4.54806004e-01  -1.97163595e-01  -1.68268700e-01  -3.44555661e-02
    5.39933746e-02  -2.06108063e-01]
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   -4.26824564e-02   7.73296756e-02   1.12906901e-01   1.83460857e-01
   -8.24894987e-03  -1.08684137e-01]
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   -6.59082235e-02   1.00012783e-01   1.18677527e-01   1.57517344e-01
    8.45488813e-02  -6.90031318e-02]
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   -2.38881003e-01   2.07133575e-01   7.73517062e-02  -2.00877099e-01
   -1.14779207e-01   2.96672434e-02]
 [ -1.31249239e-01   1.64954039e-01  -2.33278497e-01  -3.10181649e-02
   -4.53366186e-01   9.08767610e-02   2.02427108e-01   7.53225096e-02
    1.19527611e-02   1.07335842e-01]
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   -1.13189853e-01   1.64526564e-01  -2.89560131e-01  -5.73184460e-02
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    1.59660550e-02   1.64425156e-01]
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    1.42276801e-01  -2.01788246e-03]
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   -5.32972563e-02  -1.25133830e-01   7.51982258e-02  -1.37691939e-01
    6.21342821e-02   8.18989229e-02]
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 [  8.84229707e-02  -2.94568182e-01   9.11771651e-02   7.05058726e-02
    4.18134637e-02   1.44251116e-01   1.73113226e-01   3.56277029e-02
   -1.04070726e-01   1.65273810e-01]]
final_inputs_run [[ 0.91442399]
 [ 0.66166676]
 [ 0.69196094]
 ..., 
 [ 0.71747843]
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final_outputs_run [[ 0.91442399]
 [ 0.66166676]
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 ..., 
 [ 0.71747843]
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Progress: 3.1% ... Training loss: 0.382 ... Validation loss: 0.630[-0.15980566]
[ 1.16755023]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
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19            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
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24            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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6              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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1              1  
2              1  
3              1  
4              1  
5              1  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.69144002e-01  -2.17191827e-01   1.48549509e-01  -1.72329846e-01
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   -1.46876253e-01   1.59898428e-02]
 [  3.51917473e-01  -3.61852391e-03   9.04644707e-02  -1.73746957e-01
   -3.42007555e-01   2.68632481e-01   2.25564311e-02   6.87830724e-02
    1.54994189e-01   8.19212926e-02]
 [ -6.77061350e-02  -5.58755619e-02   8.23977826e-03   1.56421627e-01
   -3.43657951e-02  -2.86506375e-01  -8.15383545e-03  -3.29670077e-02
    1.22769746e-01   8.88082240e-02]
 [  2.67928168e-01   1.39180243e-01   4.82566043e-02   1.35248219e-01
   -2.89129329e-01  -4.99769646e-02   4.10295879e-02   9.48148544e-02
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 [ -1.78090865e-01  -1.66666362e-02  -6.55835444e-02  -5.80582891e-02
    2.11003528e-01   6.93228112e-02  -4.03527060e-02   1.94682586e-01
   -6.77242182e-02   6.74245043e-02]
 [ -1.06596894e-01  -1.10374956e-01  -2.21648399e-02  -8.79111044e-02
   -1.53490847e-01  -7.86545706e-02   2.44087269e-01   1.10977385e-01
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 [ -1.19056958e-01   1.06234139e-01  -1.39816100e-01   8.01524640e-02
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   -2.45095460e-01   3.08844966e-02]
 [ -1.29055182e-01   7.95877229e-02  -1.34151322e-02  -1.21530190e-01
   -1.41189621e-01  -1.49449051e-02   7.02435109e-02   5.61121443e-02
   -1.88524065e-01   1.75084306e-01]
 [  2.53993822e-01  -2.15545712e-01  -8.67107918e-02   7.76759163e-02
    1.57426457e-01   4.17639423e-02  -5.67738340e-02  -6.09213892e-02
    2.54212577e-01   2.40519337e-02]
 [ -9.61486395e-02   1.44160183e-01  -4.07135825e-02   1.72435254e-02
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    4.84193665e-02   1.25359162e-01]
 [  9.73461725e-02   1.52472721e-01  -2.28610284e-02   9.16781722e-05
    2.09060494e-02  -3.47817026e-02  -2.46116454e-01   2.45307717e-01
   -1.43257146e-01  -1.26945453e-02]
 [ -3.94906271e-02   2.86423978e-01  -1.02923957e-01   2.72621842e-02
    8.81959645e-02  -5.61838647e-02  -9.05848698e-02  -2.56087666e-01
   -7.78593676e-02  -1.39577466e-01]
 [ -5.64398640e-02   1.55820780e-01  -1.05096229e-01  -2.84066482e-01
   -2.14740188e-01  -3.04127310e-01   4.81456880e-02  -8.78461501e-02
   -8.73532608e-02  -1.50508000e-01]
 [  4.33660557e-02  -1.35676067e-02  -3.12152551e-02  -1.29268970e-01
   -1.87653151e-02  -4.88745676e-02   3.24603089e-02   6.74941552e-02
    9.50052967e-03   5.08346925e-02]
 [ -1.51243427e-01   2.34093759e-02  -1.35011176e-02   1.29013530e-01
   -3.08742004e-01   1.04730869e-01   7.55934781e-02   1.88156776e-01
    1.24657997e-01   4.24165930e-02]
 [ -5.43578311e-02   2.32953309e-01   1.61217907e-01   6.92868690e-02
   -1.94583368e-01   8.73318541e-02   1.67134846e-01  -1.92659677e-01
    1.74545048e-01   6.41565172e-02]
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    1.17105394e-03  -8.99616230e-02]
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    2.11913646e-01   1.84055140e-01]
 [  9.64048332e-02   1.78860714e-01   4.25724801e-02  -6.81437109e-02
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   -8.19136575e-02   1.37165900e-01]
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    1.15752869e-01   6.61095902e-02]
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   -4.68187330e-01   1.94441030e-01   2.11909797e-01  -8.52159057e-02
    2.18710379e-01   1.97055169e-01]
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   -4.19345188e-01   2.41034510e-02   5.32862709e-02   4.16647757e-02
   -1.22922602e-01   3.51002005e-01]
 [  2.55598917e-01   2.72353962e-01  -1.49632255e-01   3.11574470e-01
   -4.45893101e-01   4.69449399e-03   9.75691290e-03   9.11632348e-02
    8.17912498e-02   4.35659502e-01]
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   -5.56722883e-01  -5.58999067e-02  -6.14714947e-02  -3.34308536e-02
    8.39212032e-02  -6.43559181e-02]
 [  1.89779959e-01   5.90376747e-02  -1.77548475e-01  -7.72932375e-04
   -4.54186967e-01  -1.46318956e-02   1.64421910e-01  -8.28448361e-02
   -2.12781095e-01   2.47497812e-01]
 [  2.07234457e-01  -7.50126537e-02  -1.13591059e-01  -2.92692659e-02
   -5.56067266e-01  -3.29131855e-02   2.46113509e-01  -1.52144433e-01
   -1.39184838e-01   2.10225739e-01]
 [  2.23543671e-02   1.48664087e-01  -1.48746303e-01   8.72553907e-02
   -1.65595058e-01   1.00931085e-01   8.16896406e-02   1.17047567e-01
    2.50538781e-01   5.56935878e-02]
 [ -1.70155039e-01  -2.25943689e-01   1.52021024e-03  -2.30795033e-01
    4.11051021e-01  -2.36725210e-02   1.31907624e-01   2.63000415e-02
   -5.12837856e-02  -1.26538038e-01]
 [ -4.10221508e-01  -4.21311204e-01   5.44409502e-02  -1.37890595e-01
    5.66616706e-01  -1.39242326e-01  -2.69473816e-01   1.90228208e-01
   -1.10050759e-01  -4.64099837e-01]
 [  1.52559931e-01   1.93233776e-01   4.83828308e-02  -7.39041760e-02
    1.37545648e-01   3.71536562e-02  -9.42344400e-02  -6.40583452e-02
    7.56529404e-03  -1.07730005e-01]
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    5.00001007e-02  -4.46045616e-02   1.95052973e-01   5.20717164e-04
   -2.30744133e-02  -1.25648641e-01]
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   -2.03277185e-01  -2.25359339e-02  -2.24740672e-02   8.13651998e-02
   -1.51113606e-01  -5.03651093e-02]
 [  9.71595947e-02  -7.17976355e-03   1.94774623e-02  -1.22844454e-01
   -1.59664464e-02   4.44756007e-02  -1.20705997e-01   7.96339200e-02
    3.12693199e-02  -1.94505303e-03]
 [ -1.43922491e-01   1.70897012e-01   1.23231733e-01   4.33715611e-02
    1.42009270e-01  -1.54077640e-01  -1.48874772e-01  -1.40331981e-01
   -1.02137608e-03   1.45798884e-01]
 [  1.67226931e-01   2.29485328e-01   9.79369877e-02   1.18698928e-01
   -4.82167011e-02  -2.60051747e-01  -8.41128019e-02  -8.58414303e-02
   -1.11220489e-01   1.42704918e-01]
 [  3.41059406e-02  -1.49080431e-01   8.57006461e-02   2.00107309e-01
   -5.76654337e-02  -1.23371044e-02  -9.36760173e-02   3.93983542e-02
    1.24296165e-01  -1.54813885e-01]
 [  1.02728148e-02  -1.80680708e-02   1.56072025e-01  -1.14678096e-01
    1.14860908e-02   1.87625807e-01  -2.40470007e-02   1.11333793e-01
    1.62990295e-01  -4.03447636e-01]
 [  7.84382835e-02  -2.96778457e-01   1.27169357e-01  -3.91934189e-01
    7.69265532e-01  -1.70517384e-01  -2.06144336e-01   2.76987911e-01
    1.86597554e-01  -4.69117664e-01]
 [ -3.11734477e-01  -2.33650608e-01   1.16964074e-01  -1.17759191e-01
    6.54763853e-01  -2.30717453e-01  -2.38447825e-01   2.20988729e-01
    3.83566072e-01  -4.02106682e-01]
 [  1.44027294e-01  -8.84062112e-02  -3.12594134e-02   8.35368287e-02
    4.56344602e-01  -1.97381501e-01  -1.68635083e-01  -3.41123912e-02
    5.41791202e-02  -2.06776635e-01]
 [ -2.95693111e-01  -1.89930476e-01   2.82448565e-01  -1.75021071e-02
   -4.26858681e-02   7.73310024e-02   1.12910041e-01   1.83456297e-01
   -8.25023768e-03  -1.08678484e-01]
 [  1.37431040e-01   2.51200021e-02   2.29726143e-01  -2.10693442e-01
   -6.68380990e-02   1.00148208e-01   1.18888574e-01   1.57324152e-01
    8.44430092e-02  -6.85835634e-02]
 [  1.48990757e-01   1.01597172e-01  -1.08162044e-01  -9.70812815e-02
   -2.39332317e-01   2.07184377e-01   7.74268508e-02  -2.00945433e-01
   -1.14819228e-01   2.98344649e-02]
 [ -1.31082701e-01   1.65170308e-01  -2.33483811e-01  -3.08491507e-02
   -4.54029534e-01   9.09765324e-02   2.02577327e-01   7.51914357e-02
    1.18817251e-02   1.07639580e-01]
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   -1.15132786e-01   1.64849749e-01  -2.89108582e-01  -5.77477594e-02
   -3.91232434e-02  -1.38272478e-01]
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   -1.24339345e-01  -1.92958471e-01   1.38411557e-01  -2.01582646e-01
    1.57628319e-02   1.65249776e-01]
 [  4.21326394e-02   2.55141032e-01   3.79578998e-01   2.18072216e-01
   -1.26879465e-02   3.83579188e-02   1.13929038e-01  -8.58911662e-02
    1.42267364e-01  -1.96583357e-03]
 [  1.05912749e-02   9.16347141e-03   5.65845781e-02   6.30426668e-02
   -5.36281270e-02  -1.25147596e-01   7.51639994e-02  -1.37666466e-01
    6.21564831e-02   8.19750402e-02]
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   -1.17545912e-01  -2.72028147e-02  -1.76355141e-02   9.13071435e-02
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   -1.41491710e-01  -1.21209757e-01  -1.62412766e-01  -1.39938478e-01
   -2.18084078e-01   2.63520293e-02]
 [  8.88210212e-02  -2.94074283e-01   9.07366963e-02   7.08307768e-02
    4.12193286e-02   1.44471138e-01   1.73404057e-01   3.53551753e-02
   -1.04206864e-01   1.65859718e-01]]
final_inputs_run [[-1.37692996]
 [-1.42073742]
 [-1.47462749]
 ..., 
 [-0.27159543]
 [ 0.0100581 ]
 [ 0.47064227]]
final_outputs_run [[-1.37692996]
 [-1.42073742]
 [-1.47462749]
 ..., 
 [-0.27159543]
 [ 0.0100581 ]
 [ 0.47064227]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
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final_inputs_run [[ 0.88494593]
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 ..., 
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final_outputs_run [[ 0.88494593]
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 ..., 
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 [ 0.16917795]]
Progress: 3.1% ... Training loss: 0.381 ... Validation loss: 0.630[ 0.54738967]
[ 0.22421385]
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[ 0.18909043]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
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19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
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15412         0         1             0    ...          0      0      0   
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15414         0         1             0    ...          0      0      0   
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15416         0         1             0    ...          0      0      0   
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15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
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9              1  
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...          ...  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.66112047e-01  -2.13591289e-01   1.45246148e-01  -1.69254190e-01
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    2.12226292e-01   1.82805087e-01]
 [  9.62270064e-02   1.78637563e-01   4.27806679e-02  -6.83300256e-02
    7.51712348e-02   2.02789389e-01  -6.24728894e-02  -2.10109923e-01
   -8.18327013e-02   1.36843037e-01]
 [ -1.55574480e-02  -3.34085305e-02  -4.78092233e-03  -1.50455855e-01
    2.04769818e-01   2.46668763e-02   2.98453498e-02  -1.27310010e-01
    1.15728729e-01   6.62274987e-02]
 [  1.87532344e-01   8.09966075e-02  -2.63620355e-01  -1.51524912e-01
   -4.70470425e-01   1.94800751e-01   2.12438340e-01  -8.56962793e-02
    2.18454638e-01   1.98130436e-01]
 [  7.45226190e-02   2.58153675e-02  -2.52943437e-01   2.54912355e-01
   -4.19644805e-01   2.41052518e-02   5.33010393e-02   4.16630903e-02
   -1.22927662e-01   3.51071053e-01]
 [  2.55685661e-01   2.72454068e-01  -1.49725324e-01   3.11659783e-01
   -4.46212142e-01   4.74466326e-03   9.82632398e-03   9.10948475e-02
    8.17532639e-02   4.35807804e-01]
 [ -8.81242577e-02   1.66188330e-01  -2.83324495e-01   2.14511861e-01
   -5.60337624e-01  -5.53863617e-02  -6.06839031e-02  -3.41512647e-02
    8.35153259e-02  -6.27376942e-02]
 [  1.90460559e-01   5.97645725e-02  -1.78246499e-01  -1.34798751e-04
   -4.56717428e-01  -1.42671837e-02   1.64953017e-01  -8.33309722e-02
   -2.13053779e-01   2.48632495e-01]
 [  2.07622682e-01  -7.45553246e-02  -1.14022724e-01  -2.88740262e-02
   -5.57530938e-01  -3.26772893e-02   2.46451162e-01  -1.52453940e-01
   -1.39354349e-01   2.10919039e-01]
 [  2.23378983e-02   1.48631864e-01  -1.48719334e-01   8.72296956e-02
   -1.65516767e-01   1.00916953e-01   8.16690485e-02   1.17069049e-01
    2.50548240e-01   5.56539822e-02]
 [ -1.69890842e-01  -2.25661987e-01   1.26980512e-03  -2.30553167e-01
    4.10124968e-01  -2.35254199e-02   1.32099086e-01   2.61170420e-02
   -5.13895237e-02  -1.26137217e-01]
 [ -4.10125191e-01  -4.21270077e-01   5.43876751e-02  -1.37854608e-01
    5.66516847e-01  -1.39201101e-01  -2.69439244e-01   1.90209227e-01
   -1.10062690e-01  -4.63968200e-01]
 [  1.52455822e-01   1.93118125e-01   4.84944663e-02  -7.40020124e-02
    1.37913270e-01   3.70942563e-02  -9.43226037e-02  -6.39808831e-02
    7.60967664e-03  -1.07901736e-01]
 [  7.12954757e-02   4.92427984e-02  -2.45723853e-01   1.30667922e-01
    5.15120873e-02  -4.48508577e-02   1.94710833e-01   8.43603110e-04
   -2.28981139e-02  -1.26370453e-01]
 [  1.39341657e-02   1.62616718e-01   1.63418871e-01  -4.92396174e-02
   -2.01453068e-01  -2.28226685e-02  -2.28775909e-02   8.17236076e-02
   -1.50907221e-01  -5.11517916e-02]
 [  9.68319167e-02  -7.60188391e-03   1.98812658e-02  -1.23211613e-01
   -1.45387568e-02   4.42554392e-02  -1.21007600e-01   7.99200371e-02
    3.14303925e-02  -2.60242004e-03]
 [ -1.43579073e-01   1.71356982e-01   1.22859116e-01   4.37525610e-02
    1.40595887e-01  -1.53866607e-01  -1.48537011e-01  -1.40636288e-01
   -1.18972680e-03   1.46454895e-01]
 [  1.67223784e-01   2.29475982e-01   9.79675512e-02   1.18677065e-01
   -4.81936892e-02  -2.60070318e-01  -8.41305140e-02  -8.58279425e-02
   -1.11212004e-01   1.42696960e-01]
 [  3.44583712e-02  -1.48618019e-01   8.53139795e-02   2.00534152e-01
   -5.93773497e-02  -1.20973950e-02  -9.32928607e-02   3.90624995e-02
    1.24112568e-01  -1.54084518e-01]
 [  1.01553649e-02  -1.81960802e-02   1.56204165e-01  -1.14812017e-01
    1.19942993e-02   1.87548064e-01  -2.41641568e-02   1.11434510e-01
    1.63046549e-01  -4.03647363e-01]
 [  7.80087163e-02  -2.97272035e-01   1.27655089e-01  -3.92308101e-01
    7.70605139e-01  -1.70756967e-01  -2.06524963e-01   2.77305646e-01
    1.86789893e-01  -4.69833564e-01]
 [ -3.12033484e-01  -2.33978666e-01   1.17252931e-01  -1.17990741e-01
    6.55821542e-01  -2.30890077e-01  -2.38736270e-01   2.21218765e-01
    3.83698642e-01  -4.02627992e-01]
 [  1.44031451e-01  -8.83669488e-02  -3.12880291e-02   8.35746771e-02
    4.56019558e-01  -1.97366128e-01  -1.68627102e-01  -3.41309689e-02
    5.41796755e-02  -2.06704150e-01]
 [ -2.95287427e-01  -1.89396110e-01   2.81948621e-01  -1.70367074e-02
   -4.44462812e-02   7.75984638e-02   1.13301998e-01   1.83107607e-01
   -8.44369736e-03  -1.07880192e-01]
 [  1.37556221e-01   2.52699948e-02   2.29594984e-01  -2.10568241e-01
   -6.73316902e-02   1.00220962e-01   1.18998608e-01   1.57226208e-01
    8.43877384e-02  -6.83666034e-02]
 [  1.48951619e-01   1.01539748e-01  -1.08118574e-01  -9.71439218e-02
   -2.39292786e-01   2.07156827e-01   7.73959791e-02  -2.00922284e-01
   -1.14805222e-01   2.97654717e-02]
 [ -1.31150479e-01   1.65145042e-01  -2.33431546e-01  -3.09079016e-02
   -4.54155728e-01   9.09450231e-02   2.02525004e-01   7.52490003e-02
    1.19156886e-02   1.07553877e-01]
 [  3.98294629e-02   9.24527671e-02  -8.62565847e-03   6.92319531e-02
   -1.15477897e-01   1.64886137e-01  -2.89052847e-01  -5.77906850e-02
   -3.91282911e-02  -1.38188305e-01]
 [  2.67476010e-02   1.29965072e-02   1.99566250e-01  -1.44846465e-01
   -1.25433189e-01  -1.92853885e-01   1.38585070e-01  -2.01753231e-01
    1.56646412e-02   1.65669395e-01]
 [  4.32421176e-02   2.56505004e-01   3.78404963e-01   2.19224727e-01
   -1.72102169e-02   3.90170148e-02   1.14923225e-01  -8.67969879e-02
    1.41769058e-01   5.81069471e-05]
 [  1.06757828e-02   9.18589818e-03   5.65556205e-02   6.30313867e-02
   -5.37725150e-02  -1.25124141e-01   7.51752203e-02  -1.37673423e-01
    6.21581265e-02   8.21281513e-02]
 [ -4.15377645e-02   2.14775212e-01   2.74247629e-01  -1.02758170e-01
   -1.18936892e-01  -2.70536598e-02  -1.73964569e-02   9.10647619e-02
   -2.44560087e-01   3.30098195e-02]
 [ -8.65440312e-02   4.00629156e-03   2.03974170e-01  -3.36423436e-02
   -1.41143483e-01  -1.21302761e-01  -1.62581274e-01  -1.39814815e-01
   -2.17995943e-01   2.60958765e-02]
 [  8.93016997e-02  -2.93598701e-01   9.01675444e-02   7.12881814e-02
    3.91783720e-02   1.44717660e-01   1.73781691e-01   3.50353729e-02
   -1.04394138e-01   1.66690394e-01]]
final_inputs_run [[-1.4147713 ]
 [-1.45617061]
 [-1.51131216]
 ..., 
 [-0.32801069]
 [-0.04568641]
 [ 0.42346741]]
final_outputs_run [[-1.4147713 ]
 [-1.45617061]
 [-1.51131216]
 ..., 
 [-0.32801069]
 [-0.04568641]
 [ 0.42346741]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
15442          0  
15443          0  
15444          0  
15445          0  
15446          0  
15447          0  
15448          0  
15449          0  
15450          0  
15451          0  
15452          0  
15453          0  
15454          0  
15455          0  
15456          0  
15457          0  
15458          0  
15459          0  
15460          0  
15461          0  
15462          0  
15463          0  
15464          0  
...          ...  
16845          0  
16846          0  
16847          0  
16848          0  
16849          0  
16850          0  
16851          0  
16852          0  
16853          0  
16854          0  
16855          0  
16856          0  
16857          0  
16858          0  
16859          0  
16860          0  
16861          0  
16862          0  
16863          0  
16864          0  
16865          0  
16866          0  
16867          0  
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final_inputs_run [[ 0.84319897]
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final_outputs_run [[ 0.84319897]
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Progress: 3.1% ... Training loss: 0.384 ... Validation loss: 0.634[-0.02665731]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
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final_inputs_run [[-1.39646159]
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 ..., 
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final_outputs_run [[-1.39646159]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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15450          0          0          0          1          0          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
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16869          0          1          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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[1440 rows x 56 columns]
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   -2.26586888e-02  -4.83272912e-02   3.33321422e-02   6.66836594e-02
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   -8.16909908e-02   1.36280464e-01]
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   -4.71700506e-01   1.95004702e-01   2.12734569e-01  -8.59614388e-02
    2.18312882e-01   1.98735843e-01]
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   -4.20231951e-01   2.41820435e-02   5.34160664e-02   4.15729739e-02
   -1.22985249e-01   3.51325695e-01]
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   -4.47737188e-01   4.95846117e-03   1.01718449e-02   9.07944820e-02
    8.15905700e-02   4.36488861e-01]
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   -5.62661826e-01  -5.50291648e-02  -6.01375786e-02  -3.46247591e-02
    8.32581364e-02  -6.16649748e-02]
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   -4.59183883e-01  -1.38938781e-02   1.65504043e-01  -8.38180894e-02
   -2.13321603e-01   2.49739696e-01]
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   -5.59947375e-01  -3.22993139e-02   2.47009022e-01  -1.52952674e-01
   -1.39629511e-01   2.12047585e-01]
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   -1.09870330e-01  -4.64783460e-01]
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   -2.30794091e-02  -1.25643697e-01]
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   -1.50906948e-01  -5.11922029e-02]
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   -1.45546428e-02   4.42606867e-02  -1.21006912e-01   7.99140596e-02
    3.14304253e-02  -2.59104271e-03]
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    1.41594693e-01  -1.54058736e-01  -1.48780161e-01  -1.40414903e-01
   -1.06849421e-03   1.45997724e-01]
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   -4.82682626e-02  -2.60068072e-01  -8.41124117e-02  -8.58368414e-02
   -1.11220873e-01   1.42735200e-01]
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   -5.83109138e-02  -1.22558818e-02  -9.35229366e-02   3.92580992e-02
    1.24224322e-01  -1.54556750e-01]
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    1.25550335e-02   1.87461275e-01  -2.42923906e-02   1.11547546e-01
    1.63108377e-01  -4.03884984e-01]
 [  7.75044315e-02  -2.97879693e-01   1.28159663e-01  -3.92773024e-01
    7.72457289e-01  -1.71095891e-01  -2.07058549e-01   2.77709241e-01
    1.87047146e-01  -4.70775009e-01]
 [ -3.12721316e-01  -2.34929250e-01   1.18175879e-01  -1.18833338e-01
    6.58271565e-01  -2.31315827e-01  -2.39521428e-01   2.21886020e-01
    3.84051932e-01  -4.03988590e-01]
 [  1.43925694e-01  -8.85202640e-02  -3.11460617e-02   8.34515449e-02
    4.56442065e-01  -1.97431654e-01  -1.68727907e-01  -3.40401581e-02
    5.42290873e-02  -2.06913391e-01]
 [ -2.95480206e-01  -1.89631364e-01   2.82172683e-01  -1.72385212e-02
   -4.36771901e-02   7.74725015e-02   1.13122205e-01   1.83261005e-01
   -8.35468348e-03  -1.08245635e-01]
 [  1.37638694e-01   2.53645146e-02   2.29523822e-01  -2.10495592e-01
   -6.76498739e-02   1.00271038e-01   1.19070491e-01   1.57161719e-01
    8.43559254e-02  -6.82253822e-02]
 [  1.48811663e-01   1.01376490e-01  -1.07971787e-01  -9.73002247e-02
   -2.38748645e-01   2.07068111e-01   7.72684189e-02  -2.00813195e-01
   -1.14741690e-01   2.95281493e-02]
 [ -1.31106671e-01   1.65206870e-01  -2.33488535e-01  -3.08546934e-02
   -4.54344838e-01   9.09734186e-02   2.02570679e-01   7.52096488e-02
    1.18937073e-02   1.07645362e-01]
 [  4.00377385e-02   9.27178764e-02  -8.91245632e-03   6.94795822e-02
   -1.16219620e-01   1.65029744e-01  -2.88885720e-01  -5.79347603e-02
   -3.92182537e-02  -1.37851414e-01]
 [  2.74039109e-02   1.36968968e-02   1.98936717e-01  -1.44240904e-01
   -1.27751655e-01  -1.92501402e-01   1.39064392e-01  -2.02208499e-01
    1.54183278e-02   1.66705398e-01]
 [  4.28454312e-02   2.56089961e-01   3.78811806e-01   2.18845720e-01
   -1.59392215e-02   3.87775323e-02   1.14579769e-01  -8.65057117e-02
    1.41929406e-01  -6.34221156e-04]
 [  9.99645644e-03   8.48540719e-03   5.71727774e-02   6.24514437e-02
   -5.14564682e-02  -1.25510053e-01   7.46587918e-02  -1.37216408e-01
    6.23914638e-02   8.11188840e-02]
 [ -4.11978042e-02   2.15287208e-01   2.73904966e-01  -1.02399183e-01
   -1.20523636e-01  -2.68647724e-02  -1.70942330e-02   9.07672684e-02
   -2.44699671e-01   3.37234705e-02]
 [ -8.64937313e-02   3.89687085e-03   2.04132417e-01  -3.37739310e-02
   -1.41063802e-01  -1.21327152e-01  -1.62678127e-01  -1.39695807e-01
   -2.17950922e-01   2.60128029e-02]
 [  8.89590877e-02  -2.94005935e-01   9.06938663e-02   7.08721394e-02
    4.03769343e-02   1.44457606e-01   1.73341782e-01   3.53581137e-02
   -1.04192874e-01   1.65891290e-01]]
final_inputs_run [[ 0.85913128]
 [ 0.61110608]
 [ 0.6385115 ]
 ..., 
 [ 0.66147195]
 [ 0.21753011]
 [ 0.12424248]]
final_outputs_run [[ 0.85913128]
 [ 0.61110608]
 [ 0.6385115 ]
 ..., 
 [ 0.66147195]
 [ 0.21753011]
 [ 0.12424248]]
Progress: 3.1% ... Training loss: 0.381 ... Validation loss: 0.631[ 0.00903464]
[-0.69848975]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
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 [  7.17918765e-02   4.98438170e-02  -2.46251625e-01   1.31176896e-01
    4.96241469e-02  -4.45689079e-02   1.95149598e-01   4.54746388e-04
   -2.31117034e-02  -1.25503774e-01]
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   -2.03920924e-01  -2.24744408e-02  -2.23370330e-02   8.12609612e-02
   -1.51177422e-01  -5.00860109e-02]
 [  9.67298414e-02  -7.73155787e-03   1.99968610e-02  -1.23306620e-01
   -1.40883322e-02   4.41869458e-02  -1.21109007e-01   8.00010484e-02
    3.14794347e-02  -2.79251971e-03]
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    1.40575555e-01  -1.53888809e-01  -1.48564026e-01  -1.40601080e-01
   -1.16476094e-03   1.46439819e-01]
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   -4.84050418e-02  -2.60044201e-01  -8.40791140e-02  -8.58669024e-02
   -1.11237202e-01   1.42802947e-01]
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   -5.87720304e-02  -1.22083099e-02  -9.34287338e-02   3.91667849e-02
    1.24184840e-01  -1.54387201e-01]
 [  9.98324468e-03  -1.84191885e-02   1.56365238e-01  -1.14983849e-01
    1.27721910e-02   1.87431287e-01  -2.43383203e-02   1.11590228e-01
    1.63131229e-01  -4.03959926e-01]
 [  7.71817346e-02  -2.98341930e-01   1.28570980e-01  -3.92953727e-01
    7.73808979e-01  -1.71256321e-01  -2.07431374e-01   2.77971148e-01
    1.87222816e-01  -4.71197992e-01]
 [ -3.12782996e-01  -2.35010524e-01   1.18242846e-01  -1.18909745e-01
    6.58547946e-01  -2.31359705e-01  -2.39589368e-01   2.21942923e-01
    3.84083355e-01  -4.04120343e-01]
 [  1.43840807e-01  -8.85911792e-02  -3.10805664e-02   8.33924526e-02
    4.56727510e-01  -1.97473822e-01  -1.68798970e-01  -3.39874245e-02
    5.42604853e-02  -2.07039361e-01]
 [ -2.95466615e-01  -1.89600361e-01   2.82150249e-01  -1.72115925e-02
   -4.38013138e-02   7.74897325e-02   1.13145662e-01   1.83240104e-01
   -8.36735858e-03  -1.08190477e-01]
 [  1.37919607e-01   2.57006358e-02   2.29245416e-01  -2.10236185e-01
   -6.86462405e-02   1.00441395e-01   1.19316714e-01   1.56954757e-01
    8.42384530e-02  -6.77659213e-02]
 [  1.48699847e-01   1.01231482e-01  -1.07827062e-01  -9.74350537e-02
   -2.38266428e-01   2.06997800e-01   7.71558038e-02  -2.00709645e-01
   -1.14689182e-01   2.93123679e-02]
 [ -1.30778242e-01   1.65653726e-01  -2.33884223e-01  -3.04822576e-02
   -4.55717718e-01   9.11714908e-02   2.02893272e-01   7.49252408e-02
    1.17342325e-02   1.08297078e-01]
 [  4.06752423e-02   9.35453118e-02  -9.68276392e-03   7.02177462e-02
   -1.18662191e-01   1.65463138e-01  -2.88252117e-01  -5.84884949e-02
   -3.95323288e-02  -1.36734591e-01]
 [  2.70935627e-02   1.32173483e-02   1.99385855e-01  -1.44600358e-01
   -1.26127361e-01  -1.92741293e-01   1.38662516e-01  -2.01838647e-01
    1.56103360e-02   1.65996661e-01]
 [  4.36161574e-02   2.57083169e-01   3.78015601e-01   2.19743433e-01
   -1.90439671e-02   3.92558951e-02   1.15293177e-01  -8.71324967e-02
    1.41593474e-01   7.82155195e-04]
 [  1.06220323e-02   9.23580269e-03   5.66248366e-02   6.30862735e-02
   -5.40245872e-02  -1.25140844e-01   7.52163090e-02  -1.37706538e-01
    6.21294658e-02   8.22372865e-02]
 [ -4.12456759e-02   2.15259559e-01   2.73944421e-01  -1.02300294e-01
   -1.20934074e-01  -2.68718811e-02  -1.71579052e-02   9.07617007e-02
   -2.44664526e-01   3.38251061e-02]
 [ -8.57980675e-02   4.73886729e-03   2.03462403e-01  -3.30676069e-02
   -1.43435422e-01  -1.20925153e-01  -1.62094818e-01  -1.40213259e-01
   -2.18239941e-01   2.72478075e-02]
 [  8.88307803e-02  -2.94205916e-01   9.09082293e-02   7.06550930e-02
    4.11359779e-02   1.44340905e-01   1.73182324e-01   3.55085775e-02
   -1.04112119e-01   1.65568808e-01]]
final_inputs_run [[ 0.81644711]
 [ 0.56675107]
 [ 0.59444373]
 ..., 
 [ 0.62350064]
 [ 0.17961554]
 [ 0.08334955]]
final_outputs_run [[ 0.81644711]
 [ 0.56675107]
 [ 0.59444373]
 ..., 
 [ 0.62350064]
 [ 0.17961554]
 [ 0.08334955]]
Progress: 3.1% ... Training loss: 0.387 ... Validation loss: 0.639[-0.06084006]
[-0.07683849]
[ 0.28565527]
[-0.39037387]
[ 1.02476638]
[ 0.63112858]
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[ 0.18656531]
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[ 0.37138284]
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[ 0.20655506]
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[-0.07408213]
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[ 1.08656358]
[-0.40343185]
[ 0.25977912]
[-1.37023441]
[-0.30324344]
[ 0.56743484]
[ 0.760469]
[ 0.45693964]
[-0.10041941]
[ 0.08689425]
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[-0.05942082]
[-0.37438817]
[ 0.17988751]
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[ 1.92700975]
[ 1.18427006]
[-0.07298152]
[ 0.19358391]
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[ 1.12614109]
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[ 0.28709612]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
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21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
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26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
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15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
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15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
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15427          0          0          0          1          0          0   
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15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
12             1  
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...          ...  
15405          0  
15406          0  
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15426          0  
15427          0  
15428          0  
15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
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final_outputs_run [[-1.36943797]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
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   -5.43796435e-02  -1.25115352e-01   7.52789588e-02  -1.37773163e-01
    6.21035305e-02   8.23763965e-02]
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    4.07809770e-02   1.44382448e-01   1.73228397e-01   3.54464458e-02
   -1.04132923e-01   1.65735617e-01]]
final_inputs_run [[ 0.87949284]
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 ..., 
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final_outputs_run [[ 0.87949284]
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 ..., 
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Progress: 3.1% ... Training loss: 0.380 ... Validation loss: 0.631[-0.23552576]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
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15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
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15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
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[15435 rows x 56 columns]
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   -2.09528538e-02  -4.86035597e-02   3.28335831e-02   6.71141476e-02
    9.28899022e-03   5.17706214e-02]
 [ -1.51731739e-01   2.26764777e-02  -1.28955647e-02   1.28325590e-01
   -3.06489194e-01   1.04331464e-01   7.48581033e-02   1.88653576e-01
    1.24934241e-01   4.14832656e-02]
 [ -5.29539862e-02   2.34743862e-01   1.59522870e-01   7.09602860e-02
   -2.00453267e-01   8.82811700e-02   1.68495996e-01  -1.93923724e-01
    1.73837901e-01   6.69049412e-02]
 [  2.09811781e-01  -5.84115030e-02  -2.38740054e-02  -2.05458249e-01
   -5.20349983e-02   1.57053406e-01  -4.11938053e-02  -2.82703513e-02
    1.07089049e-01   8.70470604e-02]
 [  2.12573278e-02   1.35997170e-02  -2.36329323e-01  -2.34020703e-01
    3.12744268e-01  -1.10322459e-01   9.21956221e-02   6.92272519e-02
    1.31842445e-03  -8.99028657e-02]
 [ -1.55449308e-01   9.50894226e-02  -2.23750105e-01   6.07609292e-02
    1.84665798e-01  -6.53537448e-02   5.80960855e-02  -9.51265427e-02
    2.12250096e-01   1.82606087e-01]
 [  9.55479030e-02   1.77810972e-01   4.35285193e-02  -6.90557051e-02
    7.76786349e-02   2.02376806e-01  -6.30708661e-02  -2.09578192e-01
   -8.15401966e-02   1.35661256e-01]
 [ -1.53451666e-02  -3.32262270e-02  -4.92815721e-03  -1.50272841e-01
    2.03807556e-01   2.47626306e-02   2.99742629e-02  -1.27435125e-01
    1.15655297e-01   6.64698669e-02]
 [  1.88778297e-01   8.23910809e-02  -2.64865041e-01  -1.50362212e-01
   -4.74987356e-01   1.95500224e-01   2.13455704e-01  -8.65994192e-02
    2.17968500e-01   2.00223070e-01]
 [  7.49151078e-02   2.62668493e-02  -2.53355773e-01   2.55333054e-01
   -4.21288291e-01   2.43107275e-02   5.36137085e-02   4.13878110e-02
   -1.23080289e-01   3.51799795e-01]
 [  2.55995563e-01   2.72827825e-01  -1.49983319e-01   3.11948184e-01
   -4.47681173e-01   4.86823687e-03   1.00378164e-02   9.09086227e-02
    8.16584762e-02   4.36329471e-01]
 [ -8.68463688e-02   1.67768974e-01  -2.84740427e-01   2.15886343e-01
   -5.65371908e-01  -5.46366837e-02  -5.95179286e-02  -3.51539767e-02
    8.29608875e-02  -6.04473018e-02]
 [  1.91598145e-01   6.11419446e-02  -1.79477061e-01   1.06007032e-03
   -4.60911400e-01  -1.35951894e-02   1.65931670e-01  -8.42076292e-02
   -2.13538084e-01   2.50618457e-01]
 [  2.08766841e-01  -7.32680323e-02  -1.15179169e-01  -2.77726648e-02
   -5.61719496e-01  -3.20658006e-02   2.47393949e-01  -1.53287191e-01
   -1.39814547e-01   2.12857607e-01]
 [  2.36893541e-02   1.50253627e-01  -1.50167402e-01   8.86075217e-02
   -1.70913854e-01   1.01710193e-01   8.28407582e-02   1.16040611e-01
    2.49993617e-01   5.79942950e-02]
 [ -1.69589378e-01  -2.25436521e-01   9.71681616e-04  -2.30295219e-01
    4.09106531e-01  -2.33310175e-02   1.32315045e-01   2.59559488e-02
   -5.14856972e-02  -1.25736887e-01]
 [ -4.12548047e-01  -4.24182995e-01   5.70910445e-02  -1.40370367e-01
    5.76115663e-01  -1.40559727e-01  -2.71581822e-01   1.92116814e-01
   -1.09022408e-01  -4.68352879e-01]
 [  1.50862591e-01   1.91215580e-01   5.03328015e-02  -7.57623604e-02
    1.44197481e-01   3.60879795e-02  -9.58001500e-02  -6.27024514e-02
    8.30777962e-03  -1.10859045e-01]
 [  7.18974487e-02   5.00135339e-02  -2.46375385e-01   1.31323377e-01
    4.91142192e-02  -4.45129712e-02   1.95273922e-01   3.35669956e-04
   -2.31748945e-02  -1.25210018e-01]
 [  1.41293439e-02   1.62877508e-01   1.63366398e-01  -4.91020867e-02
   -2.02581034e-01  -2.27346580e-02  -2.26915925e-02   8.15482572e-02
   -1.51005854e-01  -5.08233988e-02]
 [  9.67426051e-02  -7.69407265e-03   1.99939624e-02  -1.23329657e-01
   -1.41297035e-02   4.41854951e-02  -1.21102247e-01   8.00039767e-02
    3.14815994e-02  -2.75145894e-03]
 [ -1.43030442e-01   1.72041658e-01   1.22339399e-01   4.43345498e-02
    1.38251538e-01  -1.53564229e-01  -1.48026119e-01  -1.41065716e-01
   -1.42219314e-03   1.47510294e-01]
 [  1.66418780e-01   2.28530560e-01   9.88418973e-02   1.17861519e-01
   -4.49857830e-02  -2.60490721e-01  -8.48831845e-02  -8.51811616e-02
   -1.10845622e-01   1.41296779e-01]
 [  3.44292118e-02  -1.48455809e-01   8.53333755e-02   2.00586043e-01
   -5.94923676e-02  -1.20936222e-02  -9.32618694e-02   3.90232055e-02
    1.24107010e-01  -1.54046729e-01]
 [  9.03022944e-03  -1.97220293e-02   1.57526967e-01  -1.16085462e-01
    1.68843189e-02   1.86747044e-01  -2.53586932e-02   1.12452411e-01
    1.63625663e-01  -4.05732046e-01]
 [  7.62618077e-02  -2.99404524e-01   1.29540560e-01  -3.93920513e-01
    7.77056740e-01  -1.71810729e-01  -2.08377637e-01   2.78737460e-01
    1.87645538e-01  -4.72743157e-01]
 [ -3.14049655e-01  -2.36968679e-01   1.20080870e-01  -1.20612322e-01
    6.64204251e-01  -2.32214007e-01  -2.41093087e-01   2.23198542e-01
    3.84713341e-01  -4.06862596e-01]
 [  1.42442399e-01  -9.03634511e-02  -2.95568576e-02   8.18742683e-02
    4.62093471e-01  -1.98307575e-01  -1.70132969e-01  -3.28550322e-02
    5.48900590e-02  -2.09598260e-01]
 [ -2.95342719e-01  -1.89480965e-01   2.81964827e-01  -1.70935248e-02
   -4.42797961e-02   7.75691007e-02   1.13258658e-01   1.83149428e-01
   -8.42059067e-03  -1.08009657e-01]
 [  1.37815000e-01   2.55476987e-02   2.29410944e-01  -2.10385856e-01
   -6.81889760e-02   1.00353259e-01   1.19181319e-01   1.57070164e-01
    8.43044190e-02  -6.80166256e-02]
 [  1.48227071e-01   1.00682829e-01  -1.07282400e-01  -9.79780547e-02
   -2.36607347e-01   2.06688084e-01   7.67124393e-02  -2.00323300e-01
   -1.14472917e-01   2.84380461e-02]
 [ -1.30334836e-01   1.66219481e-01  -2.34403941e-01  -3.00018572e-02
   -4.57677435e-01   9.14586281e-02   2.03305344e-01   7.45580413e-02
    1.15281211e-02   1.09137160e-01]
 [  4.08171142e-02   9.37275934e-02  -9.82149221e-03   7.04016891e-02
   -1.19627888e-01   1.65572565e-01  -2.88217845e-01  -5.85635599e-02
   -3.95624435e-02  -1.36344336e-01]
 [  2.63189612e-02   1.23221792e-02   2.00254626e-01  -1.45453101e-01
   -1.23642867e-01  -1.93230326e-01   1.37960979e-01  -2.01220040e-01
    1.59534728e-02   1.64587896e-01]
 [  4.32338045e-02   2.56430328e-01   3.78652882e-01   2.19102133e-01
   -1.73254812e-02   3.89351790e-02   1.14725199e-01  -8.67265180e-02
    1.41761415e-01  -3.80332933e-05]
 [  9.69905522e-03   8.08556592e-03   5.77882643e-02   6.19727026e-02
   -5.04707450e-02  -1.25732020e-01   7.42463345e-02  -1.36868636e-01
    6.25912028e-02   8.04214433e-02]
 [ -4.18957985e-02   2.14483150e-01   2.74535372e-01  -1.02960199e-01
   -1.18341042e-01  -2.72790017e-02  -1.77612490e-02   9.12463800e-02
   -2.44377449e-01   3.26796242e-02]
 [ -8.76756696e-02   2.24228161e-03   2.05811769e-01  -3.52916620e-02
   -1.35628655e-01  -1.22133284e-01  -1.64102901e-01  -1.38477281e-01
   -2.17252147e-01   2.36998393e-02]
 [  8.86018345e-02  -2.94865115e-01   9.13926973e-02   7.01427952e-02
    4.25650275e-02   1.44107012e-01   1.72750525e-01   3.58778175e-02
   -1.03897071e-01   1.64799799e-01]]
final_inputs_run [[-1.30453567]
 [-1.34441633]
 [-1.3973085 ]
 ..., 
 [-0.23314714]
 [ 0.05266527]
 [ 0.52928639]]
final_outputs_run [[-1.30453567]
 [-1.34441633]
 [-1.3973085 ]
 ..., 
 [-0.23314714]
 [ 0.05266527]
 [ 0.52928639]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
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Progress: 3.1% ... Training loss: 0.378 ... Validation loss: 0.627[-0.59592287]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
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15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
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15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
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15464         0         1             1    ...          0      0      0   
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16861         0         1             0    ...          0      0      0   
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16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
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16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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15436          0          0          0          1          0          0   
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...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16874          0          1          0          0          0          0   

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[1440 rows x 56 columns]
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   -1.43274674e-01  -1.26661137e-02]
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    2.17986082e-01   2.00157553e-01]
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   -4.22402791e-01   2.44851842e-02   5.38712662e-02   4.11482669e-02
   -1.23217297e-01   3.52300808e-01]
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   -4.47823579e-01   4.88008001e-03   1.00551771e-02   9.08947966e-02
    8.16496395e-02   4.36363250e-01]
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   -5.68656976e-01  -5.41720759e-02  -5.87891155e-02  -3.58312886e-02
    8.25843820e-02  -5.89771747e-02]
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   -2.13756613e-01   2.51424522e-01]
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   -5.62863557e-01  -3.18906804e-02   2.47656211e-01  -1.53532684e-01
   -1.39958081e-01   2.13407702e-01]
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   -1.08777672e-01  -4.69224395e-01]
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   -2.31526405e-02  -1.25283987e-01]
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   -1.51192685e-01  -5.00964466e-02]
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   -1.37634390e-02   4.41252210e-02  -1.21178106e-01   8.00648234e-02
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    1.38492164e-01  -1.53599833e-01  -1.48074536e-01  -1.41022782e-01
   -1.40154608e-03   1.47413678e-01]
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   -1.11066708e-01   1.42152513e-01]
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   -5.95212484e-02  -1.20887764e-02  -9.32547411e-02   3.90166576e-02
    1.24103308e-01  -1.54032627e-01]
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    1.75842501e-02   1.86626066e-01  -2.55459668e-02   1.12618840e-01
    1.63724398e-01  -4.06060831e-01]
 [  7.58892901e-02  -2.99842702e-01   1.29983740e-01  -3.94303454e-01
    7.78150125e-01  -1.71997541e-01  -2.08713801e-01   2.79054534e-01
    1.87809018e-01  -4.73320434e-01]
 [ -3.13968785e-01  -2.36873012e-01   1.20001139e-01  -1.20531504e-01
    6.63876339e-01  -2.32170959e-01  -2.41020537e-01   2.23131205e-01
    3.84676477e-01  -4.06722039e-01]
 [  1.42842046e-01  -8.98610709e-02  -3.00169951e-02   8.23047260e-02
    4.60353058e-01  -1.98049833e-01  -1.69764589e-01  -3.32038224e-02
    5.46920034e-02  -2.08875358e-01]
 [ -2.95262749e-01  -1.89376192e-01   2.81873251e-01  -1.70008577e-02
   -4.45991772e-02   7.76199923e-02   1.13346299e-01   1.83071345e-01
   -8.46690196e-03  -1.07865572e-01]
 [  1.38408409e-01   2.62512481e-02   2.28747506e-01  -2.09810137e-01
   -7.03327159e-02   1.00705204e-01   1.19685842e-01   1.56602738e-01
    8.40376338e-02  -6.70183062e-02]
 [  1.48372310e-01   1.00826312e-01  -1.07413579e-01  -9.78670176e-02
   -2.37177474e-01   2.06767483e-01   7.68250643e-02  -2.00432940e-01
   -1.14535171e-01   2.86572031e-02]
 [ -1.30248649e-01   1.66322686e-01  -2.34505192e-01  -2.99140802e-02
   -4.58012130e-01   9.15107801e-02   2.03381663e-01   7.44868319e-02
    1.14888854e-02   1.09293986e-01]
 [  4.17325541e-02   9.47898729e-02  -1.08369743e-02   7.12703227e-02
   -1.22846902e-01   1.66092891e-01  -2.87460254e-01  -5.92807147e-02
   -3.99651431e-02  -1.34865427e-01]
 [  2.66063782e-02   1.26833170e-02   1.99975944e-01  -1.45162599e-01
   -1.24536626e-01  -1.93089447e-01   1.38163494e-01  -2.01407312e-01
    1.58566051e-02   1.65086505e-01]
 [  4.40598175e-02   2.57469882e-01   3.77752620e-01   2.20006986e-01
   -2.07801217e-02   3.94277812e-02   1.15493088e-01  -8.74526639e-02
    1.41355640e-01   1.48779417e-03]
 [  1.00495226e-02   8.51185441e-03   5.74813922e-02   6.23193496e-02
   -5.23711520e-02  -1.25518138e-01   7.45727564e-02  -1.37154380e-01
    6.24076837e-02   8.11092959e-02]
 [ -4.16274025e-02   2.14878982e-01   2.74222964e-01  -1.02640966e-01
   -1.19790948e-01  -2.70931555e-02  -1.74261659e-02   9.09772006e-02
   -2.44547067e-01   3.32580674e-02]
 [ -8.77312167e-02   2.17584720e-03   2.05895028e-01  -3.53670619e-02
   -1.35428728e-01  -1.22174483e-01  -1.64160313e-01  -1.38427060e-01
   -2.17219845e-01   2.36032462e-02]
 [  8.83392784e-02  -2.95130750e-01   9.17005231e-02   6.98711665e-02
    4.36002397e-02   1.43948419e-01   1.72478788e-01   3.60932441e-02
   -1.03761395e-01   1.64343456e-01]]
final_inputs_run [[ 0.89899606]
 [ 0.6319467 ]
 [ 0.64922246]
 ..., 
 [ 0.70032892]
 [ 0.2633768 ]
 [ 0.17410263]]
final_outputs_run [[ 0.89899606]
 [ 0.6319467 ]
 [ 0.64922246]
 ..., 
 [ 0.70032892]
 [ 0.2633768 ]
 [ 0.17410263]]
Progress: 3.1% ... Training loss: 0.378 ... Validation loss: 0.629[ 0.49577332]
[-0.71038393]
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[ 0.36796894]
[ 0.08679321]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
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final_inputs_run [[-1.31342844]
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final_outputs_run [[-1.31342844]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
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15446          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
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16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
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[1440 rows x 56 columns]
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   -4.63383008e-01  -1.32194408e-02   1.66484820e-01  -8.47322015e-02
   -2.13834150e-01   2.51739372e-01]
 [  2.09489338e-01  -7.24774438e-02  -1.15927140e-01  -2.70706694e-02
   -5.64259558e-01  -3.16663256e-02   2.47985655e-01  -1.53831231e-01
   -1.40132916e-01   2.14142217e-01]
 [  2.39100966e-02   1.50515914e-01  -1.50421703e-01   8.88304810e-02
   -1.71788608e-01   1.01841650e-01   8.30314777e-02   1.15863982e-01
    2.49895484e-01   5.83936365e-02]
 [ -1.70072618e-01  -2.26028231e-01   1.54454075e-03  -2.30791298e-01
    4.10942718e-01  -2.36181059e-02   1.31896373e-01   2.63642965e-02
   -5.12575143e-02  -1.26602777e-01]
 [ -4.14740486e-01  -4.27309969e-01   6.00494773e-02  -1.43076047e-01
    5.86280641e-01  -1.42029959e-01  -2.73901788e-01   1.94267764e-01
   -1.07792223e-01  -4.72705125e-01]
 [  1.50541991e-01   1.90789833e-01   5.07090099e-02  -7.61249083e-02
    1.45492836e-01   3.58917441e-02  -9.61118119e-02  -6.24284996e-02
    8.46114904e-03  -1.11476780e-01]
 [  7.20407449e-02   5.01734552e-02  -2.46501788e-01   1.31461001e-01
    4.85392935e-02  -4.44379521e-02   1.95393975e-01   2.27063019e-04
   -2.32300441e-02  -1.24968852e-01]
 [  1.40140090e-02   1.62829743e-01   1.63615616e-01  -4.91533592e-02
   -2.02338275e-01  -2.28324546e-02  -2.27688067e-02   8.15670779e-02
   -1.50972211e-01  -5.09020366e-02]
 [  9.66075922e-02  -7.75621559e-03   2.01325255e-02  -1.23442233e-01
   -1.37862436e-02   4.41221483e-02  -1.21143731e-01   8.00567619e-02
    3.15226713e-02  -2.89736673e-03]
 [ -1.43022978e-01   1.72064261e-01   1.22347381e-01   4.43373507e-02
    1.38263222e-01  -1.53569268e-01  -1.48021832e-01  -1.41068531e-01
   -1.42763249e-03   1.47519365e-01]
 [  1.66363090e-01   2.28398903e-01   9.89644614e-02   1.17720063e-01
   -4.46926811e-02  -2.60602775e-01  -8.49669667e-02  -8.51077983e-02
   -1.10821354e-01   1.41111514e-01]
 [  3.46127214e-02  -1.48212937e-01   8.51747263e-02   2.00784761e-01
   -6.02886441e-02  -1.19736939e-02  -9.30763104e-02   3.88661714e-02
    1.24012860e-01  -1.53712790e-01]
 [  8.77817501e-03  -1.99777099e-02   1.57800468e-01  -1.16335247e-01
    1.77014905e-02   1.86598683e-01  -2.55929506e-02   1.12666337e-01
    1.63751997e-01  -4.06108496e-01]
 [  7.46716066e-02  -3.01359409e-01   1.31433395e-01  -3.95492352e-01
    7.82797617e-01  -1.72784083e-01  -2.10092789e-01   2.80193899e-01
    1.88493027e-01  -4.75666348e-01]
 [ -3.14596752e-01  -2.37676356e-01   1.20722218e-01  -1.21217423e-01
    6.66342350e-01  -2.32516872e-01  -2.41601542e-01   2.23649544e-01
    3.84955742e-01  -4.07877517e-01]
 [  1.42435012e-01  -9.03424167e-02  -2.95875188e-02   8.18905250e-02
    4.61815537e-01  -1.98280021e-01  -1.70100364e-01  -3.28825004e-02
    5.48695062e-02  -2.09577383e-01]
 [ -2.95524400e-01  -1.89738285e-01   2.82206038e-01  -1.73201714e-02
   -4.33964993e-02   7.74467397e-02   1.13076484e-01   1.83308292e-01
   -8.33175185e-03  -1.08402311e-01]
 [  1.38649213e-01   2.65259676e-02   2.28522695e-01  -2.09595142e-01
   -7.12121154e-02   1.00841662e-01   1.19885968e-01   1.56420398e-01
    8.39371132e-02  -6.66278835e-02]
 [  1.48403229e-01   1.00862873e-01  -1.07446453e-01  -9.78393693e-02
   -2.37277840e-01   2.06783013e-01   7.68486321e-02  -2.00454577e-01
   -1.14549239e-01   2.87088518e-02]
 [ -1.30155225e-01   1.66435202e-01  -2.34585808e-01  -2.98231913e-02
   -4.58490587e-01   9.15697301e-02   2.03468476e-01   7.44211635e-02
    1.14480618e-02   1.09456564e-01]
 [  4.19581833e-02   9.50123273e-02  -1.10425291e-02   7.15057478e-02
   -1.23479277e-01   1.66219659e-01  -2.87267941e-01  -5.94275625e-02
   -4.00343283e-02  -1.34462541e-01]
 [  2.60195017e-02   1.18953112e-02   2.00720070e-01  -1.45766976e-01
   -1.22624908e-01  -1.93488522e-01   1.37566483e-01  -2.00871584e-01
    1.61558328e-02   1.63917082e-01]
 [  4.43856222e-02   2.57807822e-01   3.77520222e-01   2.20296134e-01
   -2.20433396e-02   3.95751905e-02   1.15762716e-01  -8.76869580e-02
    1.41240751e-01   2.00254529e-03]
 [  8.16510292e-03   6.18733939e-03   5.97336469e-02   6.02906325e-02
   -4.44245487e-02  -1.26637148e-01   7.25711197e-02  -1.35452553e-01
    6.33765226e-02   7.76516524e-02]
 [ -4.17160801e-02   2.14650013e-01   2.74425418e-01  -1.02864825e-01
   -1.18851272e-01  -2.72246006e-02  -1.76070324e-02   9.11485883e-02
   -2.44448026e-01   3.30538619e-02]
 [ -8.80916726e-02   1.56854818e-03   2.06538460e-01  -3.59077949e-02
   -1.33748991e-01  -1.22438575e-01  -1.64549632e-01  -1.38021254e-01
   -2.16983159e-01   2.28291366e-02]
 [  8.78060468e-02  -2.95972209e-01   9.24624591e-02   6.92135762e-02
    4.58405348e-02   1.43549853e-01   1.71870229e-01   3.66232320e-02
   -1.03468214e-01   1.63155475e-01]]
final_inputs_run [[ 0.98567031]
 [ 0.72980355]
 [ 0.74688678]
 ..., 
 [ 0.7872396 ]
 [ 0.34614475]
 [ 0.2536246 ]]
final_outputs_run [[ 0.98567031]
 [ 0.72980355]
 [ 0.74688678]
 ..., 
 [ 0.7872396 ]
 [ 0.34614475]
 [ 0.2536246 ]]
Progress: 3.1% ... Training loss: 0.378 ... Validation loss: 0.624[-0.51786506]
[-0.00162246]
[-0.15978989]
[-0.19986638]
[-0.17981081]
[-0.204029]
[-0.818391]
[-0.28846606]
[-0.02642966]
[-0.39843849]
[ 0.61086136]
[-1.0066621]
[ 0.56977718]
[-0.80526146]
[-0.00110697]
[ 2.24986075]
[-0.5317171]
[ 0.01654251]
[ 0.06678453]
[-0.16058221]
[ 0.63415564]
[ 0.41588799]
[ 1.11771129]
[-0.30809392]
[ 1.36095981]
[-0.03286692]
[-0.35104764]
[-0.82420021]
[ 0.03169407]
[ 0.097449]
[-0.08173962]
[ 0.44168047]
[-0.5159099]
[ 1.11498695]
[-0.11954027]
[-0.96850665]
[ 0.75046855]
[ 0.09514341]
[-0.31283419]
[ 0.59907245]
[-0.20399853]
[-0.5870333]
[-0.24988721]
[-0.34107203]
[-0.06693273]
[-0.51151229]
[-0.38111344]
[ 0.52035791]
[ 0.48241831]
[-0.46783012]
[-1.13444595]
[ 0.54309567]
[-0.49397132]
[-0.49518849]
[ 0.26713002]
[-0.4034538]
[-0.3185163]
[ 0.13380968]
[-0.40738331]
[-0.24964511]
[ 0.86157131]
[-0.10944991]
[-0.52596427]
[-0.08046393]
[-0.6790173]
[ 0.667621]
[-0.33183228]
[ 1.05010022]
[-0.48940911]
[-0.05915742]
[ 2.2843041]
[ 0.32888958]
[-0.33840398]
[-0.91109735]
[-0.44440078]
[-1.00217809]
[-0.36214288]
[ 0.24060133]
[ 0.08765605]
[ 0.70384292]
[ 0.24726234]
[-0.20153843]
[ 0.1291581]
[-0.41172448]
[ 0.13986247]
[-0.02347779]
[-0.39189481]
[ 0.49655356]
[-0.8494038]
[ 0.0657112]
[-0.87398205]
[ 0.96302317]
[ 0.10487667]
[ 0.28264579]
[-0.59617171]
[-0.69924195]
[-0.49008656]
[-0.3600393]
[-0.73921127]
[ 0.86459517]
[-0.97961586]
[-0.19257986]
[ 0.56204592]
[ 1.55204344]
[-0.46038737]
[ 0.05608507]
[-0.39170109]
[-0.498535]
[-0.17925951]
[-0.08466491]
[-0.67135164]
[-0.91380809]
[-0.29629808]
[-0.54065373]
[ 1.35283278]
[-0.35724554]
[ 0.12389764]
[ 0.29307492]
[ 0.21546212]
[ 1.29385319]
[-0.71562825]
[ 0.54438444]
[ 0.13473818]
[ 0.17335404]
[ 0.23710974]
[-0.65593307]
[-0.35277259]
[-0.13173181]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
15426          0          0          1          0          0          0   
15427          0          0          0          1          0          0   
15428          0          0          0          1          0          0   
15429          0          0          0          1          0          0   
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15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
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15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
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16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
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    8.39664329e-02  -6.67359904e-02]
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   -2.37130210e-01   2.06755784e-01   7.68065690e-02  -2.00417845e-01
   -1.14528976e-01   2.86268366e-02]
 [ -1.29941014e-01   1.66691549e-01  -2.34832475e-01  -2.96068505e-02
   -4.59270831e-01   9.16932618e-02   2.03640771e-01   7.42474982e-02
    1.13469138e-02   1.09841049e-01]
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   -1.24680557e-01   1.66395443e-01  -2.87001716e-01  -5.96783728e-02
   -4.01776859e-02  -1.33972808e-01]
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   -1.26515081e-01  -1.92921054e-01   1.38397146e-01  -2.01687527e-01
    1.56913746e-02   1.65651158e-01]
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   -2.58764026e-02   4.00992899e-02   1.16574675e-01  -8.84953876e-02
    1.40796686e-01   3.69459818e-03]
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   -4.16342952e-02  -1.27048560e-01   7.18396650e-02  -1.34748622e-01
    6.37849519e-02   7.63307125e-02]
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 [ -8.79241763e-02   1.71293257e-03   2.06401046e-01  -3.57598558e-02
   -1.34226585e-01  -1.22363359e-01  -1.64438620e-01  -1.38114005e-01
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 [  8.69753730e-02  -2.96828641e-01   9.33399182e-02   6.83897520e-02
    4.91749982e-02   1.43049427e-01   1.71096740e-01   3.73161472e-02
   -1.03063695e-01   1.61650578e-01]]
final_inputs_run [[ 0.96793675]
 [ 0.71304834]
 [ 0.72977837]
 ..., 
 [ 0.76762294]
 [ 0.32210184]
 [ 0.22491116]]
final_outputs_run [[ 0.96793675]
 [ 0.71304834]
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 ..., 
 [ 0.76762294]
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 [ 0.22491116]]
Progress: 3.2% ... Training loss: 0.375 ... Validation loss: 0.620[ 0.29092729]
[ 0.47040391]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
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19            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
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15414         0         1             0    ...          0      0      0   
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15416         0         1             0    ...          0      0      0   
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15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
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15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
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...          ...  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.67482884e-01  -2.16659121e-01   1.48936352e-01  -1.71918105e-01
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   -1.43112736e-01  -1.48283142e-02   7.03043721e-02   5.60235753e-02
   -1.88539468e-01   1.75530652e-01]
 [  2.53993822e-01  -2.15545712e-01  -8.67107918e-02   7.76759163e-02
    1.57426457e-01   4.17639423e-02  -5.67738340e-02  -6.09213892e-02
    2.54212577e-01   2.40519337e-02]
 [ -9.71485457e-02   1.42904916e-01  -3.92971305e-02   1.59908804e-02
    1.33574483e-01  -1.02288220e-01  -6.92321549e-03  -2.16537381e-02
    4.89384681e-02   1.23472520e-01]
 [  9.81374132e-02   1.53042573e-01  -2.32720608e-02   5.10288194e-04
    1.82492974e-02  -3.44714866e-02  -2.45779070e-01   2.44981478e-01
   -1.43467297e-01  -1.18411476e-02]
 [ -3.98159439e-02   2.85840025e-01  -1.01815476e-01   2.63614330e-02
    8.92631548e-02  -5.65916965e-02  -9.12462162e-02  -2.55453000e-01
   -7.75060529e-02  -1.40358894e-01]
 [ -5.71953962e-02   1.54851157e-01  -1.04064256e-01  -2.84858958e-01
   -2.11237016e-01  -3.04427008e-01   4.71509784e-02  -8.69593072e-02
   -8.68132664e-02  -1.51513412e-01]
 [  4.52382802e-02  -1.14342779e-02  -3.31142209e-02  -1.27549671e-01
   -2.58113920e-02  -4.79423507e-02   3.38982909e-02   6.61514249e-02
    8.75325995e-03   5.38501841e-02]
 [ -1.52413241e-01   2.15718357e-02  -1.18241216e-02   1.27276328e-01
   -3.02268177e-01   1.03692744e-01   7.38052608e-02   1.89494866e-01
    1.25506580e-01   3.98167491e-02]
 [ -5.20268696e-02   2.35883019e-01   1.58541548e-01   7.18658892e-02
   -2.04264613e-01   8.88082956e-02   1.69291931e-01  -1.94719987e-01
    1.73381614e-01   6.85907016e-02]
 [  2.08602177e-01  -5.97553698e-02  -2.25218316e-02  -2.06597018e-01
   -4.80052903e-02   1.56336380e-01  -4.22568303e-02  -2.72713186e-02
    1.07676477e-01   8.48687539e-02]
 [  2.26362066e-02   1.50783943e-02  -2.37631417e-01  -2.32717331e-01
    3.06910774e-01  -1.09548791e-01   9.32972455e-02   6.81842401e-02
    7.37520498e-04  -8.75375660e-02]
 [ -1.55216463e-01   9.49460075e-02  -2.23586945e-01   6.08755520e-02
    1.83134783e-01  -6.53659852e-02   5.80154562e-02  -9.51395290e-02
    2.12282060e-01   1.82414815e-01]
 [  9.49035415e-02   1.77106213e-01   4.42419351e-02  -6.97119222e-02
    8.01058545e-02   2.02008826e-01  -6.35907580e-02  -2.09068569e-01
   -8.12518404e-02   1.34546827e-01]
 [ -1.48462683e-02  -3.26822841e-02  -5.44705645e-03  -1.49802638e-01
    2.01748219e-01   2.50405786e-02   3.03850907e-02  -1.27812713e-01
    1.15471650e-01   6.73269627e-02]
 [  1.90194795e-01   8.40974270e-02  -2.66466947e-01  -1.48944102e-01
   -4.80576966e-01   1.96326166e-01   2.14686163e-01  -8.77715843e-02
    2.17328908e-01   2.02746510e-01]
 [  7.58045814e-02   2.72726825e-02  -2.54285940e-01   2.56217279e-01
   -4.24769127e-01   2.47970579e-02   5.43318025e-02   4.07324679e-02
   -1.23460281e-01   3.53309854e-01]
 [  2.56860831e-01   2.73820581e-01  -1.50954659e-01   3.12810515e-01
   -4.51074674e-01   5.34944772e-03   1.07812858e-02   9.02196516e-02
    8.12791984e-02   4.37806147e-01]
 [ -8.37896435e-02   1.71492064e-01  -2.88303803e-01   2.19138473e-01
   -5.77276227e-01  -5.28330428e-02  -5.67482243e-02  -3.77071399e-02
    8.15483475e-02  -5.49023067e-02]
 [  1.93191219e-01   6.30211022e-02  -1.81213991e-01   2.70370515e-03
   -4.66895436e-01  -1.26727605e-02   1.67290840e-01  -8.55021671e-02
   -2.14259568e-01   2.53344698e-01]
 [  2.09959755e-01  -7.19406298e-02  -1.16433010e-01  -2.65998789e-02
   -5.66001493e-01  -3.13985964e-02   2.48382430e-01  -1.54201164e-01
   -1.40344874e-01   2.14934498e-01]
 [  2.43416044e-02   1.50997286e-01  -1.50865535e-01   8.92534979e-02
   -1.73517632e-01   1.02089351e-01   8.33938934e-02   1.15530569e-01
    2.49709467e-01   5.91038768e-02]
 [ -1.70183577e-01  -2.26215782e-01   1.70340930e-03  -2.30953252e-01
    4.11351185e-01  -2.37003973e-02   1.31772590e-01   2.64819628e-02
   -5.11943109e-02  -1.26870096e-01]
 [ -4.16314485e-01  -4.29450640e-01   6.20449698e-02  -1.44926667e-01
    5.92723904e-01  -1.43019038e-01  -2.75455574e-01   1.95728071e-01
   -1.06944429e-01  -4.75646029e-01]
 [  1.50564010e-01   1.90863376e-01   5.06900196e-02  -7.61114261e-02
    1.45380901e-01   3.58991901e-02  -9.60892148e-02  -6.24419777e-02
    8.45122761e-03  -1.11428723e-01]
 [  7.27217205e-02   5.10814744e-02  -2.47261900e-01   1.32193761e-01
    4.55903272e-02  -4.40379929e-02   1.95996445e-01  -3.86303264e-04
   -2.35717724e-02  -1.23688389e-01]
 [  1.42909645e-02   1.63180430e-01   1.63403244e-01  -4.89164885e-02
   -2.03563429e-01  -2.26664139e-02  -2.25060786e-02   8.13245969e-02
   -1.51093232e-01  -5.03593020e-02]
 [  9.60735275e-02  -8.39270200e-03   2.07683342e-02  -1.24005358e-01
   -1.16074951e-02   4.38030396e-02  -1.21561103e-01   8.05052574e-02
    3.17720302e-02  -3.87459811e-03]
 [ -1.43123011e-01   1.72061087e-01   1.22475820e-01   4.42775124e-02
    1.38435921e-01  -1.53620244e-01  -1.48063535e-01  -1.41021774e-01
   -1.39628541e-03   1.47396189e-01]
 [  1.66581684e-01   2.28712958e-01   9.87305673e-02   1.17986900e-01
   -4.56849999e-02  -2.60485107e-01  -8.47693799e-02  -8.53116684e-02
   -1.10925486e-01   1.41561879e-01]
 [  3.41430016e-02  -1.48701836e-01   8.56744595e-02   2.00284539e-01
   -5.83783776e-02  -1.22529002e-02  -9.34854951e-02   3.92518576e-02
    1.24230354e-01  -1.54538374e-01]
 [  8.76904551e-03  -2.00846899e-02   1.57845395e-01  -1.16402047e-01
    1.81155753e-02   1.86542045e-01  -2.56836532e-02   1.12748919e-01
    1.63798088e-01  -4.06259471e-01]
 [  7.29771573e-02  -3.03465578e-01   1.33451036e-01  -3.97057207e-01
    7.88565062e-01  -1.73779922e-01  -2.11771673e-01   2.81711111e-01
    1.89420573e-01  -4.78719542e-01]
 [ -3.14850814e-01  -2.38104054e-01   1.21069821e-01  -1.21547971e-01
    6.67087251e-01  -2.32631330e-01  -2.41901607e-01   2.23922438e-01
    3.85126818e-01  -4.08342498e-01]
 [  1.41876054e-01  -9.09188121e-02  -2.89822065e-02   8.13186917e-02
    4.63782897e-01  -1.98587104e-01  -1.70589331e-01  -3.24340171e-02
    5.51249757e-02  -2.10549761e-01]
 [ -2.95355325e-01  -1.89589706e-01   2.82050249e-01  -1.71879815e-02
   -4.39491919e-02   7.75308134e-02   1.13200127e-01   1.83190289e-01
   -8.39818943e-03  -1.08172778e-01]
 [  1.38759019e-01   2.66384642e-02   2.28439570e-01  -2.09521325e-01
   -7.15428250e-02   1.00895844e-01   1.19964395e-01   1.56351194e-01
    8.38955066e-02  -6.64684020e-02]
 [  1.48546558e-01   1.01024599e-01  -1.07602736e-01  -9.77188566e-02
   -2.37884204e-01   2.06860018e-01   7.69593282e-02  -2.00563595e-01
   -1.14610811e-01   2.89399597e-02]
 [ -1.29550740e-01   1.67176077e-01  -2.35278009e-01  -2.91966250e-02
   -4.60844696e-01   9.19325205e-02   2.03994909e-01   7.39214550e-02
    1.11657369e-02   1.10540084e-01]
 [  4.26156032e-02   9.58831294e-02  -1.18280813e-02   7.22198991e-02
   -1.26262862e-01   1.66635904e-01  -2.86597818e-01  -6.00013926e-02
   -4.03546577e-02  -1.33339400e-01]
 [  2.73545923e-02   1.33965520e-02   1.99305958e-01  -1.44475418e-01
   -1.27517246e-01  -1.92728454e-01   1.38617483e-01  -2.01892807e-01
    1.55846402e-02   1.66161024e-01]
 [  4.57381194e-02   2.59398061e-01   3.76080647e-01   2.21600413e-01
   -2.74527049e-02   4.03238649e-02   1.16838460e-01  -8.87747153e-02
    1.40649576e-01   4.48877062e-03]
 [  7.20928782e-03   4.99845335e-03   6.09486470e-02   5.93040398e-02
   -4.13017189e-02  -1.27168690e-01   7.16342471e-02  -1.34535005e-01
    6.39188101e-02   7.59391772e-02]
 [ -4.08298628e-02   2.15495724e-01   2.73762842e-01  -1.02113290e-01
   -1.22700547e-01  -2.68246062e-02  -1.70368858e-02   9.05482397e-02
   -2.44721798e-01   3.44136614e-02]
 [ -8.79327786e-02   1.63026367e-03   2.06525622e-01  -3.58345422e-02
   -1.34374090e-01  -1.22383126e-01  -1.64466320e-01  -1.38066708e-01
   -2.16986015e-01   2.29924444e-02]
 [  8.71739187e-02  -2.96603094e-01   9.31086883e-02   6.85661706e-02
    4.83954732e-02   1.43163836e-01   1.71248182e-01   3.71579136e-02
   -1.03123501e-01   1.61999066e-01]]
final_inputs_run [[-1.38589304]
 [-1.42479321]
 [-1.47835847]
 ..., 
 [-0.25442564]
 [ 0.03484267]
 [ 0.5013194 ]]
final_outputs_run [[-1.38589304]
 [-1.42479321]
 [-1.47835847]
 ..., 
 [-0.25442564]
 [ 0.03484267]
 [ 0.5013194 ]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
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 ..., 
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final_outputs_run [[ 0.94740712]
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 ..., 
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Progress: 3.2% ... Training loss: 0.374 ... Validation loss: 0.619[-0.00353164]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
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27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
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15414   1        0 -0.088219  0.325357   0.031898         0         0   
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15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
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15427   1        0 -0.192085  1.310171  -0.821460         0         0   
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15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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       weekday_6  
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[15435 rows x 56 columns]
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final_inputs_run [[-1.40961049]
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final_outputs_run [[-1.40961049]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
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15458         0         1             1    ...          0      0      0   
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15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
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16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
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15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
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16854          0          1          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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15435          0  
15436          0  
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[1440 rows x 56 columns]
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    1.24322037e-01  -1.54872323e-01]
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    1.89470667e-01  -4.78900311e-01]
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    3.85163322e-01  -4.08485671e-01]
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   -4.40299478e-02   7.75408442e-02   1.13215457e-01   1.83172310e-01
   -8.40586128e-03  -1.08143340e-01]
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   -1.33419680e-01  -1.22572128e-01  -1.64728779e-01  -1.37831857e-01
   -2.16854075e-01   2.24513692e-02]
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    4.97425436e-02   1.42958363e-01   1.70910065e-01   3.74676396e-02
   -1.02945084e-01   1.61303450e-01]]
final_inputs_run [[ 0.9191751 ]
 [ 0.65266696]
 [ 0.66553827]
 ..., 
 [ 0.71776675]
 [ 0.26807065]
 [ 0.17733144]]
final_outputs_run [[ 0.9191751 ]
 [ 0.65266696]
 [ 0.66553827]
 ..., 
 [ 0.71776675]
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Progress: 3.2% ... Training loss: 0.374 ... Validation loss: 0.621[-0.11931281]
[ 0.0691909]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
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final_inputs_run [[-1.41313908]
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 ..., 
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final_outputs_run [[-1.41313908]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
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15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
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15441          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
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[1440 rows x 56 columns]
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   -8.10900871e-02   1.33866111e-01]
 [ -1.46965152e-02  -3.25246408e-02  -5.63694000e-03  -1.49654546e-01
    2.01103792e-01   2.51360809e-02   3.05259706e-02  -1.27932268e-01
    1.15417364e-01   6.76189579e-02]
 [  1.90939883e-01   8.49681657e-02  -2.67231539e-01  -1.48231685e-01
   -4.83402694e-01   1.96770571e-01   2.15322216e-01  -8.83633469e-02
    2.17008652e-01   2.04007566e-01]
 [  7.68073057e-02   2.84994048e-02  -2.55442074e-01   2.57286117e-01
   -4.28716282e-01   2.53632249e-02   5.52305595e-02   3.99286985e-02
   -1.23910304e-01   3.55141476e-01]
 [  2.57705142e-01   2.74805167e-01  -1.51918378e-01   3.13664986e-01
   -4.54437698e-01   5.82869452e-03   1.15063397e-02   8.95681340e-02
    8.09105672e-02   4.39315516e-01]
 [ -8.30826658e-02   1.72322009e-01  -2.89071686e-01   2.19853535e-01
   -5.79920204e-01  -5.24405602e-02  -5.61439182e-02  -3.82587412e-02
    8.12543489e-02  -5.37001549e-02]
 [  1.94326790e-01   6.44001971e-02  -1.82467625e-01   3.86519184e-03
   -4.71334106e-01  -1.20086844e-02   1.68291786e-01  -8.64150247e-02
   -2.14762121e-01   2.55368802e-01]
 [  2.10035068e-01  -7.18641961e-02  -1.16499424e-01  -2.65365552e-02
   -5.66271381e-01  -3.13627683e-02   2.48434897e-01  -1.54250693e-01
   -1.40372817e-01   2.15047044e-01]
 [  2.53129325e-02   1.52178682e-01  -1.51954505e-01   9.02632214e-02
   -1.77465547e-01   1.02671082e-01   8.42425081e-02   1.14728325e-01
    2.49277196e-01   6.08630089e-02]
 [ -1.69907743e-01  -2.25968401e-01   1.46128780e-03  -2.30685228e-01
    4.10365159e-01  -2.35442176e-02   1.31998235e-01   2.62920106e-02
   -5.12955666e-02  -1.26470154e-01]
 [ -4.17336591e-01  -4.30757955e-01   6.33422568e-02  -1.46034640e-01
    5.96560503e-01  -1.43656123e-01  -2.76470801e-01   1.96641932e-01
   -1.06428360e-01  -4.77667702e-01]
 [  1.49935773e-01   1.90071772e-01   5.14303987e-02  -7.67903136e-02
    1.47989340e-01   3.55129490e-02  -9.66846301e-02  -6.19162610e-02
    8.74175540e-03  -1.12604821e-01]
 [  7.25548160e-02   5.08839533e-02  -2.47014305e-01   1.31980841e-01
    4.64152491e-02  -4.41565509e-02   1.95823598e-01  -2.35267652e-04
   -2.34832119e-02  -1.24002668e-01]
 [  1.40510197e-02   1.62910516e-01   1.63697448e-01  -4.91836962e-02
   -2.02591578e-01  -2.28102346e-02  -2.27097401e-02   8.15183732e-02
   -1.50984708e-01  -5.07957493e-02]
 [  9.55983397e-02  -8.89161989e-03   2.13064342e-02  -1.24412410e-01
   -9.51051205e-03   4.34959087e-02  -1.22060123e-01   8.09243633e-02
    3.20208454e-02  -4.79122411e-03]
 [ -1.43348568e-01   1.71966278e-01   1.22764258e-01   4.40855600e-02
    1.39059993e-01  -1.53756009e-01  -1.48262203e-01  -1.40851010e-01
   -1.28514018e-03   1.46981207e-01]
 [  1.67297550e-01   2.29571144e-01   9.81210913e-02   1.18638522e-01
   -4.85633360e-02  -2.60085603e-01  -8.41277015e-02  -8.58874767e-02
   -1.11245041e-01   1.42811970e-01]
 [  3.40966905e-02  -1.48786339e-01   8.57466692e-02   2.00219597e-01
   -5.81255765e-02  -1.22844525e-02  -9.35280351e-02   3.93068373e-02
    1.24259571e-01  -1.54625858e-01]
 [  8.44050359e-03  -2.04812271e-02   1.58139320e-01  -1.16713168e-01
    1.94395563e-02   1.86336598e-01  -2.59850827e-02   1.13015917e-01
    1.63937716e-01  -4.06751051e-01]
 [  7.17071922e-02  -3.05042949e-01   1.34841799e-01  -3.98288322e-01
    7.92789759e-01  -1.74507451e-01  -2.12961685e-01   2.82763285e-01
    1.89990013e-01  -4.80763540e-01]
 [ -3.15712973e-01  -2.39202266e-01   1.22090464e-01  -1.22433872e-01
    6.69936187e-01  -2.33153056e-01  -2.42706876e-01   2.24676273e-01
    3.85550018e-01  -4.09857094e-01]
 [  1.41062564e-01  -9.19848118e-02  -2.80543237e-02   8.04033008e-02
    4.67164463e-01  -1.99068479e-01  -1.71376513e-01  -3.17209522e-02
    5.55145528e-02  -2.12098177e-01]
 [ -2.95485852e-01  -1.89816439e-01   2.82214345e-01  -1.73821961e-02
   -4.30667381e-02   7.74043505e-02   1.13005937e-01   1.83348228e-01
   -8.29926524e-03  -1.08551301e-01]
 [  1.38907490e-01   2.67973796e-02   2.28319031e-01  -2.09402009e-01
   -7.20163897e-02   1.00976578e-01   1.20086988e-01   1.56250559e-01
    8.38375519e-02  -6.62407102e-02]
 [  1.48506106e-01   1.01002676e-01  -1.07533856e-01  -9.77785178e-02
   -2.37893780e-01   2.06831627e-01   7.69231631e-02  -2.00527320e-01
   -1.14593432e-01   2.88667722e-02]
 [ -1.29118658e-01   1.67816511e-01  -2.35882245e-01  -2.86537095e-02
   -4.62843870e-01   9.22392095e-02   2.04467495e-01   7.35132961e-02
    1.09363950e-02   1.11496655e-01]
 [  4.42442816e-02   9.78852406e-02  -1.37432619e-02   7.39750110e-02
   -1.32834525e-01   1.67677932e-01  -2.85070601e-01  -6.13652555e-02
   -4.11031560e-02  -1.30358658e-01]
 [  2.77141154e-02   1.36784140e-02   1.99162321e-01  -1.44222647e-01
   -1.28484024e-01  -1.92583627e-01   1.38777387e-01  -2.02058004e-01
    1.55070459e-02   1.66648523e-01]
 [  4.58190726e-02   2.59536582e-01   3.75989377e-01   2.21686062e-01
   -2.84916138e-02   4.03378563e-02   1.16918898e-01  -8.88690000e-02
    1.40586564e-01   4.86595422e-03]
 [  6.99754834e-03   4.55243527e-03   6.15136411e-02   5.89587889e-02
   -4.10347331e-02  -1.27418083e-01   7.11741958e-02  -1.34180041e-01
    6.41499404e-02   7.53572700e-02]
 [ -4.05992174e-02   2.15786568e-01   2.73544005e-01  -1.01896089e-01
   -1.23702654e-01  -2.66741383e-02  -1.68107118e-02   9.03564700e-02
   -2.44832188e-01   3.48111458e-02]
 [ -8.79794775e-02   1.62034659e-03   2.06568645e-01  -3.58637272e-02
   -1.34330527e-01  -1.22423118e-01  -1.64507926e-01  -1.38021011e-01
   -2.16957279e-01   2.29396303e-02]
 [  8.59367412e-02  -2.98038023e-01   9.45762822e-02   6.72687356e-02
    5.37586544e-02   1.42357865e-01   1.69943179e-01   3.83440557e-02
   -1.02456646e-01   1.59507263e-01]]
final_inputs_run [[ 0.93831026]
 [ 0.68995634]
 [ 0.70672894]
 ..., 
 [ 0.74575268]
 [ 0.28815971]
 [ 0.18470166]]
final_outputs_run [[ 0.93831026]
 [ 0.68995634]
 [ 0.70672894]
 ..., 
 [ 0.74575268]
 [ 0.28815971]
 [ 0.18470166]]
Progress: 3.2% ... Training loss: 0.373 ... Validation loss: 0.615[ 0.45745959]
[-0.24964426]
[ 0.39873986]
[-0.65636955]
[ 0.21777669]
[-0.22594042]
[-1.16536968]
[ 0.22906076]
[ 0.02565568]
[ 0.59532179]
[-0.24389336]
[ 0.27590294]
[-1.02605162]
[-1.13628904]
[-0.31229916]
[-0.59014566]
[ 0.10121101]
[ 1.04625807]
[ 1.00007648]
[-0.30425597]
[ 0.70200453]
[-0.07453544]
[-0.07188087]
[ 0.67802546]
[-0.21663505]
[-0.31486972]
[ 0.30460939]
[ 0.25717794]
[ 0.95121775]
[-0.05447513]
[ 0.27657616]
[ 0.7771965]
[-0.26620367]
[-0.36480557]
[-0.03370889]
[ 0.54088161]
[ 0.21800673]
[-0.03433854]
[-0.29061719]
[-0.22803069]
[ 0.15647582]
[-0.2787306]
[ 0.62042309]
[ 0.14281315]
[ 1.93281186]
[ 1.15820345]
[-0.45065453]
[-0.00201089]
[ 0.12205812]
[-1.00543619]
[ 0.33897485]
[-0.06216255]
[-0.43246336]
[-0.78205615]
[ 0.31576764]
[ 0.61322996]
[-0.7019795]
[-0.3347431]
[-0.39935425]
[ 0.12700445]
[ 0.90098526]
[-0.58173063]
[-0.37230971]
[-0.39615427]
[ 0.04210194]
[-0.16258015]
[-0.43590789]
[-0.54687336]
[-0.28377899]
[ 0.77558843]
[ 0.01154762]
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[ 0.76521355]
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[ 0.06831039]
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[-0.12490337]
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[-0.16961936]
[ 0.23538067]
[ 0.38955539]
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[ 0.27394032]
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[-0.47523001]
[ 0.64987049]
[ 0.30790608]
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[ 0.4498117]
[ 0.07535457]
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[ 2.12228567]
[ 0.55787575]
[-0.33456654]
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[ 0.14016791]
[ 0.83315619]
[-0.75170231]
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[ 0.1172373]
[ 0.02616926]
[ 0.31396516]
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[ 0.25034966]
[ 2.09401605]
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[ 0.24452214]
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[ 2.00561523]
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[ 0.50426857]
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[ 0.25041614]
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[ 0.16888768]
[ 0.01552318]
[-0.07949636]
[-0.75446504]
[-0.66206179]
[ 0.09203042]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
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15441   1        0  0.534976 -1.177780  -0.211685         0         0   
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15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
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15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
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15461   1        0 -0.295951 -1.125947   1.374057         0         0   
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    1.96263413e-02   1.86307838e-01  -2.60268299e-02   1.13057118e-01
    1.63956493e-01  -4.06800989e-01]
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    7.95156175e-01  -1.74904797e-01  -2.13676872e-01   2.83330889e-01
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    6.73046052e-01  -2.33684576e-01  -2.43606614e-01   2.25444209e-01
    3.85982757e-01  -4.11425149e-01]
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    4.66438137e-01  -1.98992271e-01  -1.71267581e-01  -3.18124687e-02
    5.54669775e-02  -2.11887771e-01]
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   -4.29370011e-02   7.73871867e-02   1.12976739e-01   1.83374567e-01
   -8.28460309e-03  -1.08601303e-01]
 [  1.39243746e-01   2.72455819e-02   2.27935473e-01  -2.09049240e-01
   -7.34117897e-02   1.01185593e-01   1.20409580e-01   1.55963978e-01
    8.36750081e-02  -6.55915668e-02]
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   -2.37243555e-01   2.06730372e-01   7.67593859e-02  -2.00385999e-01
   -1.14512697e-01   2.85714362e-02]
 [ -1.29062838e-01   1.67887702e-01  -2.35944286e-01  -2.86088625e-02
   -4.63062861e-01   9.22727871e-02   2.04513398e-01   7.34667572e-02
    1.09091111e-02   1.11595661e-01]
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   -1.35433356e-01   1.68090209e-01  -2.84504203e-01  -6.19232166e-02
   -4.14124420e-02  -1.29163929e-01]
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   -1.28174957e-01  -1.92724369e-01   1.38608747e-01  -2.01880385e-01
    1.56133818e-02   1.66242980e-01]
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    1.40908133e-01   3.63009869e-03]
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    6.43061112e-02   7.47833372e-02]
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 [  8.50771737e-02  -2.99083502e-01   9.55692211e-02   6.63564901e-02
    5.72184364e-02   1.41836133e-01   1.69138376e-01   3.90559882e-02
   -1.02049655e-01   1.57972266e-01]]
final_inputs_run [[ 0.96222647]
 [ 0.71309612]
 [ 0.73005838]
 ..., 
 [ 0.76432419]
 [ 0.30658895]
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final_outputs_run [[ 0.96222647]
 [ 0.71309612]
 [ 0.73005838]
 ..., 
 [ 0.76432419]
 [ 0.30658895]
 [ 0.20235171]]
Progress: 3.2% ... Training loss: 0.372 ... Validation loss: 0.613[-0.25168632]
[-0.95246475]
[ 0.41398829]
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[ 0.02183953]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
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19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
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27            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
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15407         0         1             0    ...          0      0      0   
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15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
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15416         0         1             0    ...          0      0      0   
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15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
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11             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
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9              1  
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...          ...  
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15433          0  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.67427128e-01  -2.16664124e-01   1.49461150e-01  -1.71747327e-01
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   -4.03822098e-02  -2.85840156e-01  -8.11976499e-03  -3.32905653e-02
    1.22712398e-01   9.19984417e-02]
 [  2.68515956e-01   1.40026955e-01   4.77223743e-02   1.36390098e-01
   -2.93438627e-01  -4.97029819e-02   4.08867654e-02   9.44361436e-02
    4.25418844e-02   1.07854740e-01]
 [ -1.77906152e-01  -1.73714492e-02  -6.40528670e-02  -5.83423536e-02
    2.06935039e-01   6.89197535e-02  -4.11942692e-02   1.95188706e-01
   -6.72652192e-02   6.60606540e-02]
 [ -1.06626005e-01  -1.11420108e-01  -1.93531037e-02  -8.90714387e-02
   -1.52675560e-01  -7.96711078e-02   2.40692984e-01   1.12737701e-01
    2.10356987e-01  -8.10009482e-03]
 [ -1.18708694e-01   1.05860067e-01  -1.38520856e-01   7.95645181e-02
    1.27362535e-01  -1.16732398e-01  -1.77759763e-01   2.76321038e-02
   -2.44648526e-01   3.03501148e-02]
 [ -1.28159137e-01   8.06616321e-02  -1.43301099e-02  -1.20548587e-01
   -1.46260091e-01  -1.44211577e-02   7.09277163e-02   5.54629469e-02
   -1.88844068e-01   1.76826387e-01]
 [  2.53993822e-01  -2.15545712e-01  -8.67107918e-02   7.76759163e-02
    1.57426457e-01   4.17639423e-02  -5.67738340e-02  -6.09213892e-02
    2.54212577e-01   2.40519337e-02]
 [ -9.65372239e-02   1.43628042e-01  -3.97341692e-02   1.64926665e-02
    1.31120503e-01  -1.01951695e-01  -6.43586298e-03  -2.20824459e-02
    4.87103912e-02   1.24471071e-01]
 [  9.81431494e-02   1.52947604e-01  -2.29102771e-02   2.39216311e-04
    1.88592734e-02  -3.45972891e-02  -2.45950149e-01   2.45178546e-01
   -1.43372305e-01  -1.21590101e-02]
 [ -4.06769349e-02   2.84714509e-01  -1.00754393e-01   2.54072376e-02
    9.18804938e-02  -5.71587234e-02  -9.21120505e-02  -2.54711922e-01
   -7.71049886e-02  -1.41746011e-01]
 [ -5.66337579e-02   1.55741286e-01  -1.04808249e-01  -2.84082853e-01
   -2.13432885e-01  -3.04104332e-01   4.76279244e-02  -8.74319145e-02
   -8.70677832e-02  -1.50266769e-01]
 [  4.48291874e-02  -1.18550458e-02  -3.26293683e-02  -1.28009878e-01
   -2.42271409e-02  -4.82148020e-02   3.33327780e-02   6.65682801e-02
    9.03261669e-03   5.29149994e-02]
 [ -1.51627129e-01   2.26641442e-02  -1.29453041e-02   1.28274679e-01
   -3.05689831e-01   1.04165637e-01   7.44584134e-02   1.88838135e-01
    1.25194664e-01   4.14091031e-02]
 [ -5.12769422e-02   2.36921317e-01   1.57564100e-01   7.28022036e-02
   -2.07799936e-01   8.93555105e-02   1.70027468e-01  -1.95419227e-01
    1.72968953e-01   7.01284017e-02]
 [  2.08641716e-01  -5.96536035e-02  -2.26042023e-02  -2.06562616e-01
   -4.83850553e-02   1.56312105e-01  -4.23426978e-02  -2.72322616e-02
    1.07691362e-01   8.48825598e-02]
 [  2.17830009e-02   1.34878705e-02  -2.35693770e-01  -2.33799131e-01
    3.09059267e-01  -1.10351562e-01   9.18757516e-02   6.93144498e-02
    1.49239353e-03  -8.96984470e-02]
 [ -1.54881837e-01   9.53345729e-02  -2.23884724e-01   6.12179830e-02
    1.81439596e-01  -6.51597939e-02   5.83435115e-02  -9.54143236e-02
    2.12130769e-01   1.82946872e-01]
 [  9.38253028e-02   1.75904719e-01   4.53951161e-02  -7.08082413e-02
    8.39721797e-02   2.01361066e-01  -6.45124453e-02  -2.08205035e-01
   -8.07793436e-02   1.32648987e-01]
 [ -1.52081279e-02  -3.31405035e-02  -5.07495002e-03  -1.50191597e-01
    2.03025579e-01   2.48287076e-02   3.00612934e-02  -1.27506450e-01
    1.15654820e-01   6.67123629e-02]
 [  1.91354407e-01   8.54471927e-02  -2.67655709e-01  -1.47861155e-01
   -4.84958078e-01   1.97007164e-01   2.15661634e-01  -8.86867110e-02
    2.16828090e-01   2.04738921e-01]
 [  7.74011874e-02   2.91654130e-02  -2.56069197e-01   2.57857157e-01
   -4.31073021e-01   2.56748326e-02   5.57118527e-02   3.94863599e-02
   -1.24162221e-01   3.56149361e-01]
 [  2.58234467e-01   2.75417403e-01  -1.52498628e-01   3.14206768e-01
   -4.56404784e-01   6.13353110e-03   1.19592864e-02   8.91634476e-02
    8.06854107e-02   4.40196782e-01]
 [ -8.27712246e-02   1.72742838e-01  -2.89465037e-01   2.20207039e-01
   -5.81179263e-01  -5.22586197e-02  -5.58388916e-02  -3.85376750e-02
    8.11033173e-02  -5.30978561e-02]
 [  1.94971114e-01   6.51883712e-02  -1.83184180e-01   4.53094806e-03
   -4.73882154e-01  -1.16489639e-02   1.68855867e-01  -8.69416201e-02
   -2.15051001e-01   2.56523907e-01]
 [  2.10737415e-01  -7.10517259e-02  -1.17235516e-01  -2.58313712e-02
   -5.68816813e-01  -3.09563589e-02   2.49017927e-01  -1.54798794e-01
   -1.40672692e-01   2.16238724e-01]
 [  2.55772228e-02   1.52555670e-01  -1.52273381e-01   9.05615636e-02
   -1.78807445e-01   1.02831997e-01   8.45059919e-02   1.14498653e-01
    2.49140178e-01   6.14021654e-02]
 [ -1.70374268e-01  -2.26517597e-01   1.93987841e-03  -2.31168134e-01
    4.12218376e-01  -2.38012344e-02   1.31600359e-01   2.66758620e-02
   -5.10933551e-02  -1.27249804e-01]
 [ -4.18304614e-01  -4.32047914e-01   6.45922307e-02  -1.47116887e-01
    6.00279321e-01  -1.44302108e-01  -2.77467285e-01   1.97520600e-01
   -1.05922711e-01  -4.79600257e-01]
 [  1.49470428e-01   1.89521813e-01   5.20528993e-02  -7.73405674e-02
    1.50095943e-01   3.51882274e-02  -9.71773896e-02  -6.14669620e-02
    8.99062300e-03  -1.13560661e-01]
 [  7.27567668e-02   5.12092746e-02  -2.47392988e-01   1.32300662e-01
    4.52950615e-02  -4.40430180e-02   1.96099020e-01  -4.83637871e-04
   -2.36113776e-02  -1.23526610e-01]
 [  1.41257887e-02   1.63038311e-01   1.63650991e-01  -4.91168968e-02
   -2.02965216e-01  -2.27643778e-02  -2.26264275e-02   8.14394140e-02
   -1.51022030e-01  -5.06361280e-02]
 [  9.55827151e-02  -8.91390413e-03   2.13892703e-02  -1.24445481e-01
   -9.46190284e-03   4.34843948e-02  -1.22084206e-01   8.09438825e-02
    3.20363744e-02  -4.83072073e-03]
 [ -1.43817081e-01   1.71397448e-01   1.23318728e-01   4.35574954e-02
    1.40912521e-01  -1.54064104e-01  -1.48690810e-01  -1.40452932e-01
   -1.06482312e-03   1.46101370e-01]
 [  1.66908409e-01   2.29153609e-01   9.85567759e-02   1.18288972e-01
   -4.70319007e-02  -2.60294080e-01  -8.44673425e-02  -8.55742635e-02
   -1.11064196e-01   1.42179200e-01]
 [  3.34258907e-02  -1.49405864e-01   8.63595973e-02   1.99608924e-01
   -5.59578665e-02  -1.26392610e-02  -9.40481298e-02   3.97571323e-02
    1.24514702e-01  -1.55649759e-01]
 [  8.60067613e-03  -2.02210233e-02   1.57944781e-01  -1.16494653e-01
    1.85434272e-02   1.86487390e-01  -2.57575870e-02   1.12819877e-01
    1.63817082e-01  -4.06366908e-01]
 [  6.95649030e-02  -3.07802062e-01   1.37537952e-01  -4.00376616e-01
    7.99647716e-01  -1.75887606e-01  -2.15330616e-01   2.84732462e-01
    1.91206039e-01  -4.84744922e-01]
 [ -3.16037603e-01  -2.39665634e-01   1.22547427e-01  -1.22819141e-01
    6.71185995e-01  -2.33391192e-01  -2.43195636e-01   2.25057375e-01
    3.85773973e-01  -4.10602950e-01]
 [  1.41273142e-01  -9.17912105e-02  -2.82757517e-02   8.06160359e-02
    4.66165330e-01  -1.98943600e-01  -1.71197320e-01  -3.18800106e-02
    5.54290264e-02  -2.11738673e-01]
 [ -2.95635746e-01  -1.89994135e-01   2.82387865e-01  -1.75281158e-02
   -4.25206853e-02   7.73194069e-02   1.12876437e-01   1.83468471e-01
   -8.23118850e-03  -1.08800044e-01]
 [  1.39407472e-01   2.74426991e-02   2.27757484e-01  -2.08904676e-01
   -7.40276142e-02   1.01281932e-01   1.20556476e-01   1.55828080e-01
    8.35891385e-02  -6.52889497e-02]
 [  1.48491595e-01   1.01006740e-01  -1.07490504e-01  -9.78129877e-02
   -2.37817508e-01   2.06813974e-01   7.68838851e-02  -2.00497077e-01
   -1.14575334e-01   2.88165108e-02]
 [ -1.28929618e-01   1.68042171e-01  -2.36085992e-01  -2.84863569e-02
   -4.63551222e-01   9.23458610e-02   2.04608018e-01   7.33685017e-02
    1.08513432e-02   1.11818350e-01]
 [  4.48117603e-02   9.85653034e-02  -1.43471791e-02   7.45641623e-02
   -1.35070169e-01   1.68043021e-01  -2.84631883e-01  -6.18185839e-02
   -4.13518277e-02  -1.29396775e-01]
 [  2.72132587e-02   1.31420597e-02   1.99686631e-01  -1.44707274e-01
   -1.27103820e-01  -1.92902566e-01   1.38303945e-01  -2.01603613e-01
    1.57538571e-02   1.65835860e-01]
 [  4.48781151e-02   2.58447508e-01   3.77113861e-01   2.20680703e-01
   -2.46310834e-02   3.96994360e-02   1.16008819e-01  -8.80246708e-02
    1.41056964e-01   3.03883602e-03]
 [  6.14251978e-03   3.59151712e-03   6.25873879e-02   5.82479628e-02
   -3.93277795e-02  -1.27980939e-01   7.02418646e-02  -1.33452382e-01
    6.46018912e-02   7.39472703e-02]
 [ -3.99603054e-02   2.16352183e-01   2.73036616e-01  -1.01325137e-01
   -1.26611300e-01  -2.64256885e-02  -1.65402191e-02   9.00082711e-02
   -2.44958330e-01   3.57481135e-02]
 [ -8.75514388e-02   2.20119153e-03   2.06144445e-01  -3.54159387e-02
   -1.36190567e-01  -1.22189576e-01  -1.64190002e-01  -1.38332076e-01
   -2.17124574e-01   2.37387907e-02]
 [  8.53204841e-02  -2.98757970e-01   9.53934035e-02   6.65596299e-02
    5.61429917e-02   1.42008584e-01   1.69370594e-01   3.88205650e-02
   -1.02168548e-01   1.58350274e-01]]
final_inputs_run [[-1.35010612]
 [-1.39113947]
 [-1.44351081]
 ..., 
 [-0.222838  ]
 [ 0.06836017]
 [ 0.55174423]]
final_outputs_run [[-1.35010612]
 [-1.39113947]
 [-1.44351081]
 ..., 
 [-0.222838  ]
 [ 0.06836017]
 [ 0.55174423]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
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final_outputs_run [[ 1.00407096]
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Progress: 3.2% ... Training loss: 0.372 ... Validation loss: 0.613[-0.05693103]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
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19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
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15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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6              0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
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...          ...  
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[15435 rows x 56 columns]
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final_inputs_run [[-1.37617589]
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final_outputs_run [[-1.37617589]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
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16854          0          1          0          0          0          0   
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16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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[1440 rows x 56 columns]
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final_inputs_run [[ 0.9811483 ]
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 ..., 
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final_outputs_run [[ 0.9811483 ]
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 ..., 
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Progress: 3.2% ... Training loss: 0.370 ... Validation loss: 0.614[-0.28463328]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
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15445         0         1             0    ...          0      0      0   
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15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
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16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
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16870         0         1             0    ...          0      0      0   
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16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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15436          0          0          0          1          0          0   
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16845          1          0          0          0          0          0   
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16874          0          1          0          0          0          0   

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   -3.09587254e-01   1.04771969e-01   7.52568676e-02   1.88005800e-01
    1.24743718e-01   4.32802409e-02]
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   -2.11797556e-01   9.00612810e-02   1.71157374e-01  -1.96408607e-01
    1.72408475e-01   7.20984555e-02]
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   -4.95724814e-02   1.56502431e-01  -4.20776390e-02  -2.74620734e-02
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    2.12205880e-01   1.82636941e-01]
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    8.31184261e-02   2.01486180e-01  -6.43310636e-02  -2.08370618e-01
   -8.08669708e-02   1.33009785e-01]
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    2.03100898e-01   2.48032921e-02   3.00206693e-02  -1.27480483e-01
    1.15658077e-01   6.66471734e-02]
 [  1.91552825e-01   8.56689472e-02  -2.67865080e-01  -1.47672206e-01
   -4.85734502e-01   1.97118455e-01   2.15821674e-01  -8.88344847e-02
    2.16746674e-01   2.05058204e-01]
 [  7.77558376e-02   2.95879542e-02  -2.56451620e-01   2.58220666e-01
   -4.32401492e-01   2.58872175e-02   5.60213278e-02   3.92071119e-02
   -1.24322172e-01   3.56755876e-01]
 [  2.58697729e-01   2.75943270e-01  -1.53020865e-01   3.14669631e-01
   -4.58074477e-01   6.38604204e-03   1.23562254e-02   8.88063726e-02
    8.04825688e-02   4.40983541e-01]
 [ -8.18967312e-02   1.73805212e-01  -2.90473594e-01   2.21121218e-01
   -5.84333875e-01  -5.17314948e-02  -5.50775798e-02  -3.92534073e-02
    8.07140441e-02  -5.15524541e-02]
 [  1.95510060e-01   6.58112804e-02  -1.83754225e-01   5.07143068e-03
   -4.75860013e-01  -1.13539201e-02   1.69305279e-01  -8.73684147e-02
   -2.15290790e-01   2.57421434e-01]
 [  2.11694327e-01  -6.99638118e-02  -1.18250967e-01  -2.48987357e-02
   -5.72295931e-01  -3.04207005e-02   2.49828265e-01  -1.55548419e-01
   -1.41088922e-01   2.17924857e-01]
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   -1.80090235e-01   1.02994184e-01   8.47219293e-02   1.14285159e-01
    2.49004298e-01   6.18939363e-02]
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   -5.10035063e-02  -1.27601841e-01]
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    6.07193606e-01  -1.45365163e-01  -2.79205168e-01   1.99062856e-01
   -1.05034956e-01  -4.82701262e-01]
 [  1.49314153e-01   1.89361028e-01   5.23119328e-02  -7.75590101e-02
    1.50708063e-01   3.50722191e-02  -9.73584060e-02  -6.13067395e-02
    9.08999080e-03  -1.13883874e-01]
 [  7.29464173e-02   5.14181561e-02  -2.47583050e-01   1.32491440e-01
    4.45611681e-02  -4.39422522e-02   1.96229018e-01  -6.33366971e-04
   -2.36888336e-02  -1.23155825e-01]
 [  1.49511296e-02   1.64026441e-01   1.62735492e-01  -4.82564506e-02
   -2.06346737e-01  -2.22806030e-02  -2.18763914e-02   8.07553482e-02
   -1.51403584e-01  -4.91436406e-02]
 [  9.52295029e-02  -9.37235104e-03   2.18345660e-02  -1.24805267e-01
   -7.96313872e-03   4.32414329e-02  -1.22443267e-01   8.12586817e-02
    3.22236838e-02  -5.52791047e-03]
 [ -1.43508769e-01   1.71800889e-01   1.22960955e-01   4.38733128e-02
    1.39842367e-01  -1.53878958e-01  -1.48402018e-01  -1.40720678e-01
   -1.21597476e-03   1.46691382e-01]
 [  1.66641365e-01   2.28789124e-01   9.88863495e-02   1.17997391e-01
   -4.56902031e-02  -2.60466775e-01  -8.47611651e-02  -8.53074114e-02
   -1.10912355e-01   1.41673216e-01]
 [  3.44400689e-02  -1.47968029e-01   8.53072021e-02   2.00730487e-01
   -6.05875112e-02  -1.19826758e-02  -9.30155783e-02   3.88040709e-02
    1.23983490e-01  -1.53665559e-01]
 [  8.45247574e-03  -2.03716570e-02   1.58143794e-01  -1.16672900e-01
    1.91277151e-02   1.86412066e-01  -2.58739019e-02   1.12959612e-01
    1.63887238e-01  -4.06644447e-01]
 [  6.92108247e-02  -3.08399880e-01   1.38071753e-01  -4.00777301e-01
    8.01247160e-01  -1.76087997e-01  -2.15770820e-01   2.85067460e-01
    1.91427764e-01  -4.85498920e-01]
 [ -3.16135943e-01  -2.39831116e-01   1.22692597e-01  -1.22915282e-01
    6.71701683e-01  -2.33396772e-01  -2.43253886e-01   2.25159872e-01
    3.85797486e-01  -4.10704436e-01]
 [  1.40904315e-01  -9.21954546e-02  -2.78519905e-02   8.02678088e-02
    4.67184295e-01  -1.99113003e-01  -1.71553988e-01  -3.15875414e-02
    5.55814098e-02  -2.12350440e-01]
 [ -2.95649226e-01  -1.90021112e-01   2.82372497e-01  -1.75418574e-02
   -4.24096793e-02   7.73027836e-02   1.12865109e-01   1.83478645e-01
   -8.22664849e-03  -1.08802567e-01]
 [  1.39825129e-01   2.79281415e-02   2.27362530e-01  -2.08517416e-01
   -7.57467283e-02   1.01526375e-01   1.20927244e-01   1.55498194e-01
    8.33929363e-02  -6.45519277e-02]
 [  1.48744762e-01   1.01278747e-01  -1.07740121e-01  -9.76040167e-02
   -2.38812098e-01   2.06947797e-01   7.70852594e-02  -2.00682992e-01
   -1.14679035e-01   2.91968588e-02]
 [ -1.29167063e-01   1.67837127e-01  -2.35847278e-01  -2.87181430e-02
   -4.62938456e-01   9.22122743e-02   2.04409362e-01   7.35528769e-02
    1.09542138e-02   1.11471332e-01]
 [  4.63907316e-02   1.00402589e-01  -1.60290965e-02   7.61058200e-02
   -1.41485670e-01   1.69015232e-01  -2.83345324e-01  -6.30670078e-02
   -4.20670745e-02  -1.26685818e-01]
 [  2.60272405e-02   1.16665210e-02   2.01227952e-01  -1.45971725e-01
   -1.22942271e-01  -1.93685869e-01   1.37114321e-01  -2.00518160e-01
    1.63659330e-02   1.63629380e-01]
 [  4.59204002e-02   2.59729187e-01   3.76024409e-01   2.21764012e-01
   -2.87792304e-02   4.03022392e-02   1.16921146e-01  -8.88961707e-02
    1.40569057e-01   4.89109818e-03]
 [  5.68677336e-03   3.17592548e-03   6.31998651e-02   5.78090128e-02
   -3.82281222e-02  -1.28185156e-01   6.98051234e-02  -1.33080173e-01
    6.48159855e-02   7.33544346e-02]
 [ -3.91032260e-02   2.17414802e-01   2.72221031e-01  -1.00501966e-01
   -1.29625269e-01  -2.58919602e-02  -1.58386856e-02   8.93028436e-02
   -2.45313745e-01   3.73791959e-02]
 [ -8.74304622e-02   2.29605411e-03   2.06128191e-01  -3.53332109e-02
   -1.36170464e-01  -1.22155631e-01  -1.64203544e-01  -1.38310042e-01
   -2.17100248e-01   2.38958226e-02]
 [  8.60778498e-02  -2.97954877e-01   9.46545373e-02   6.72782335e-02
    5.38035452e-02   1.42461059e-01   1.70082699e-01   3.82034344e-02
   -1.02535822e-01   1.59612737e-01]]
final_inputs_run [[ 0.97671778]
 [ 0.69761602]
 [ 0.70284379]
 ..., 
 [ 0.76551462]
 [ 0.32172731]
 [ 0.21265721]]
final_outputs_run [[ 0.97671778]
 [ 0.69761602]
 [ 0.70284379]
 ..., 
 [ 0.76551462]
 [ 0.32172731]
 [ 0.21265721]]
Progress: 3.2% ... Training loss: 0.370 ... Validation loss: 0.613[ 0.3560793]
[-0.37196707]
[ 1.20473892]
[ 0.8706485]
[ 0.76229042]
[-0.3789488]
[-0.2519285]
[ 1.59885523]
[-0.28257385]
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[ 1.29366504]
[ 1.02946]
[ 0.09048472]
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[ 0.16475059]
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[ 0.09319807]
[-0.84331283]
[-0.77429735]
[ 0.1010638]
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[ 0.7431431]
[-0.19000357]
[ 0.75792524]
[ 0.60050504]
[-0.33895556]
[ 0.17989315]
[ 0.05655856]
[ 0.07294163]
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[-0.41790575]
[ 1.51580475]
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[ 0.16936493]
[ 0.47832385]
[ 0.11569341]
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[ 0.0676523]
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[ 0.22370675]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
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15423         0         1             0    ...          0      0      0   
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15441   1        0  0.534976 -1.177780  -0.211685         0         0   
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15443   1        0  0.534976 -1.177780   0.276298         0         0   
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   -1.51455523e-01  -4.89148909e-02]
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   -8.40137615e-03   4.33086127e-02  -1.22346993e-01   8.11706022e-02
    3.21747902e-02  -5.32987026e-03]
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    1.41362926e-01  -1.54106356e-01  -1.48718658e-01  -1.40398260e-01
   -1.03654314e-03   1.45980730e-01]
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   -1.10890928e-01   1.41586647e-01]
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   -6.28381591e-02  -1.16912836e-02  -9.25060447e-02   3.83512831e-02
    1.23724328e-01  -1.52746366e-01]
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    2.02613160e-02   1.86245216e-01  -2.61344312e-02   1.13195311e-01
    1.64021282e-01  -4.07084221e-01]
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    8.05518205e-01  -1.76803805e-01  -2.17035633e-01   2.86102051e-01
    1.92048994e-01  -4.87484336e-01]
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    6.72190137e-01  -2.33472507e-01  -2.43371032e-01   2.25261830e-01
    3.85852861e-01  -4.10901609e-01]
 [  1.40629866e-01  -9.24945402e-02  -2.75873906e-02   8.00346694e-02
    4.68164362e-01  -1.99261956e-01  -1.71800523e-01  -3.13811531e-02
    5.57076622e-02  -2.12783377e-01]
 [ -2.95587643e-01  -1.89951073e-01   2.82294293e-01  -1.74875896e-02
   -4.26505996e-02   7.73393489e-02   1.12912451e-01   1.83436319e-01
   -8.24871160e-03  -1.08700453e-01]
 [  1.40004348e-01   2.81310296e-02   2.27202719e-01  -2.08356782e-01
   -7.64087226e-02   1.01632291e-01   1.21080393e-01   1.55360528e-01
    8.33138463e-02  -6.42526053e-02]
 [  1.48559643e-01   1.01064127e-01  -1.07540519e-01  -9.77898466e-02
   -2.38148809e-01   2.06839567e-01   7.69266133e-02  -2.00536358e-01
   -1.14596254e-01   2.88695780e-02]
 [ -1.28968189e-01   1.68097121e-01  -2.36091229e-01  -2.84907668e-02
   -4.63770445e-01   9.23392962e-02   2.04584396e-01   7.33826546e-02
    1.08629004e-02   1.11867062e-01]
 [  4.58979445e-02   9.97428309e-02  -1.53916189e-02   7.55321420e-02
   -1.39378400e-01   1.68701572e-01  -2.83822569e-01  -6.26143440e-02
   -4.18044091e-02  -1.27581409e-01]
 [  2.58346660e-02   1.15325310e-02   2.01403949e-01  -1.46111667e-01
   -1.22815913e-01  -1.93759513e-01   1.37059911e-01  -2.00451163e-01
    1.64044811e-02   1.63447679e-01]
 [  4.59681232e-02   2.59702276e-01   3.75904896e-01   2.21801783e-01
   -2.89694120e-02   4.03030076e-02   1.16873151e-01  -8.88879901e-02
    1.40571572e-01   5.01172108e-03]
 [  5.37032266e-03   2.87751521e-03   6.35891133e-02   5.76320396e-02
   -3.78051316e-02  -1.28346366e-01   6.94985887e-02  -1.32839465e-01
    6.49784979e-02   7.29782136e-02]
 [ -3.95098306e-02   2.17016286e-01   2.72571756e-01  -1.00792416e-01
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 [ -8.79277185e-02   1.68565992e-03   2.06788684e-01  -3.59136654e-02
   -1.33969620e-01  -1.22480409e-01  -1.64719353e-01  -1.37854274e-01
   -2.16827445e-01   2.29166096e-02]
 [  8.62314172e-02  -2.97779548e-01   9.44433706e-02   6.74262250e-02
    5.30951882e-02   1.42550032e-01   1.70222998e-01   3.81067718e-02
   -1.02599043e-01   1.59884123e-01]]
final_inputs_run [[ 1.02146317]
 [ 0.73540305]
 [ 0.73688816]
 ..., 
 [ 0.80587733]
 [ 0.363034  ]
 [ 0.25152781]]
final_outputs_run [[ 1.02146317]
 [ 0.73540305]
 [ 0.73688816]
 ..., 
 [ 0.80587733]
 [ 0.363034  ]
 [ 0.25152781]]
Progress: 3.2% ... Training loss: 0.369 ... Validation loss: 0.611[ 0.2726128]
[ 0.32591215]
[-0.49780907]
[-0.10253678]
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[ 1.0611677]
[ 0.39107616]
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[ 0.66779209]
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[ 2.63931609]
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[ 0.35804681]
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[ 1.18586716]
[ 0.28609085]
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[ 0.29736234]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
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21             0          0          0          0          0          0   
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23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
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28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
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15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
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15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
10             1  
11             1  
12             1  
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...          ...  
15405          0  
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15427          0  
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15429          0  
15430          0  
15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.68762185e-01  -2.18451838e-01   1.51624848e-01  -1.73152201e-01
    3.64288915e-01  -1.25965609e-01  -1.86580268e-01   5.97867228e-02
    8.07153519e-03  -3.54466561e-01]
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    4.13740803e-02   8.67832825e-02  -2.35969278e-01  -3.14933542e-02
   -1.66145216e-01  -8.92445178e-02]
 [ -3.84149430e-01  -1.97227994e-01   1.05403848e-01  -2.44782369e-01
    3.43119021e-01  -1.89871462e-01  -8.34286498e-02   1.36121452e-01
   -5.60422369e-02  -1.48167399e-01]
 [  7.72961479e-02   2.48267464e-01  -3.13295113e-01   2.56123885e-01
   -8.74399340e-02   4.48596599e-02  -6.09093651e-02  -3.67637732e-02
    5.97180909e-02   1.39961229e-01]
 [ -2.05621099e-01   5.50739724e-02   1.09737312e-01  -3.75295692e-02
   -5.16526010e-02  -6.20749128e-03  -6.62086592e-02  -1.19343750e-02
   -1.42641207e-01   1.58337808e-03]
 [  3.50942975e-01  -5.43628832e-03   9.38152821e-02  -1.76444211e-01
   -3.38755279e-01   2.67374199e-01   2.05701960e-02   7.05131629e-02
    1.55947842e-01   7.91582069e-02]
 [ -6.45282367e-02  -5.23245830e-02   5.75825773e-03   1.58994323e-01
   -4.44653890e-02  -2.85151851e-01  -7.35003078e-03  -3.41959516e-02
    1.22278457e-01   9.45480293e-02]
 [  2.67412357e-01   1.38420416e-01   4.92055918e-02   1.35342488e-01
   -2.89518611e-01  -5.04044157e-02   3.94909252e-02   9.55218005e-02
    4.32641953e-02   1.06045756e-01]
 [ -1.77047861e-01  -1.63042606e-02  -6.48850666e-02  -5.74170865e-02
    2.02852145e-01   6.94270093e-02  -4.04844870e-02   1.94530701e-01
   -6.76265974e-02   6.75300681e-02]
 [ -1.07949756e-01  -1.13456751e-01  -1.69486696e-02  -9.07543371e-02
   -1.46293054e-01  -8.06949490e-02   2.38404310e-01   1.14457538e-01
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 [ -1.16309168e-01   1.08999565e-01  -1.41267483e-01   8.22380635e-02
    1.16777048e-01  -1.15235623e-01  -1.75513464e-01   2.55399692e-02
   -2.45822830e-01   3.50234597e-02]
 [ -1.27719517e-01   8.12398558e-02  -1.46631636e-02  -1.20161643e-01
   -1.48259861e-01  -1.42132082e-02   7.13058870e-02   5.51297449e-02
   -1.89007958e-01   1.77668397e-01]
 [  2.53993822e-01  -2.15545712e-01  -8.67107918e-02   7.76759163e-02
    1.57426457e-01   4.17639423e-02  -5.67738340e-02  -6.09213892e-02
    2.54212577e-01   2.40519337e-02]
 [ -9.71009111e-02   1.42845080e-01  -3.87802794e-02   1.56526714e-02
    1.33148975e-01  -1.02390967e-01  -7.09098282e-03  -2.14600495e-02
    4.90411020e-02   1.23281875e-01]
 [  9.82454960e-02   1.53074405e-01  -2.28902504e-02   2.91556985e-04
    1.85334957e-02  -3.45685685e-02  -2.45905590e-01   2.45129227e-01
   -1.43403977e-01  -1.19753552e-02]
 [ -3.91979911e-02   2.86536012e-01  -1.02235798e-01   2.68429119e-02
    8.62059363e-02  -5.62457237e-02  -9.07876428e-02  -2.55937032e-01
   -7.77829476e-02  -1.38987533e-01]
 [ -5.73131847e-02   1.54992242e-01  -1.04117265e-01  -2.84689243e-01
   -2.10341087e-01  -3.04470600e-01   4.69014475e-02  -8.67833391e-02
   -8.66826352e-02  -1.51226880e-01]
 [  4.59260744e-02  -1.03027688e-02  -3.39123572e-02  -1.26736794e-01
   -2.89740068e-02  -4.75580705e-02   3.43843041e-02   6.55833697e-02
    8.49102120e-03   5.50760634e-02]
 [ -1.50870380e-01   2.34967555e-02  -1.36898471e-02   1.28926652e-01
   -3.07779900e-01   1.04520443e-01   7.48512813e-02   1.88348615e-01
    1.24956031e-01   4.26358470e-02]
 [ -4.99257750e-02   2.38268249e-01   1.55919820e-01   7.40971514e-02
   -2.12444871e-01   9.01159976e-02   1.71156344e-01  -1.96469986e-01
    1.72365194e-01   7.24882381e-02]
 [  2.08008487e-01  -6.03379941e-02  -2.18265045e-02  -2.07127206e-01
   -4.62507551e-02   1.55926829e-01  -4.29702837e-02  -2.66690105e-02
    1.08068598e-01   8.37656871e-02]
 [  1.93722464e-02   1.04680770e-02  -2.32540944e-01  -2.36153866e-01
    3.17515508e-01  -1.11796093e-01   8.93994849e-02   7.13790138e-02
    2.74259785e-03  -9.38202310e-02]
 [ -1.54988545e-01   9.52449889e-02  -2.23758945e-01   6.11244533e-02
    1.81476525e-01  -6.52145148e-02   5.82509679e-02  -9.53188547e-02
    2.12177457e-01   1.82727675e-01]
 [  9.44092613e-02   1.76616451e-01   4.47342456e-02  -7.02144713e-02
    8.16686654e-02   2.01712550e-01  -6.39861228e-02  -2.08679423e-01
   -8.10418393e-02   1.33697123e-01]
 [ -1.46689797e-02  -3.25255065e-02  -5.65731208e-03  -1.49656557e-01
    2.00860807e-01   2.51344298e-02   3.05065231e-02  -1.27932200e-01
    1.15414018e-01   6.76297004e-02]
 [  1.92316890e-01   8.65928223e-02  -2.68720352e-01  -1.46960125e-01
   -4.88760213e-01   1.97560034e-01   2.16482129e-01  -8.94527817e-02
    2.16408881e-01   2.06453653e-01]
 [  7.82373198e-02   3.01860355e-02  -2.57019773e-01   2.58742135e-01
   -4.34395406e-01   2.61691194e-02   5.64314137e-02   3.88152202e-02
   -1.24533201e-01   3.57635416e-01]
 [  2.59057791e-01   2.76366134e-01  -1.53406660e-01   3.15047738e-01
   -4.59392844e-01   6.59531767e-03   1.26592626e-02   8.85364333e-02
    8.03217926e-02   4.41601550e-01]
 [ -8.07076151e-02   1.75221352e-01  -2.91820120e-01   2.22348012e-01
   -5.88712885e-01  -5.10340851e-02  -5.40386926e-02  -4.02113035e-02
    8.02017858e-02  -4.94451670e-02]
 [  1.95973361e-01   6.63507486e-02  -1.84254874e-01   5.52423998e-03
   -4.77612458e-01  -1.10945897e-02   1.69696567e-01  -8.77206241e-02
   -2.15493333e-01   2.58221108e-01]
 [  2.12090189e-01  -6.95011270e-02  -1.18646974e-01  -2.45008623e-02
   -5.73709416e-01  -3.01876276e-02   2.50153527e-01  -1.55865977e-01
   -1.41267510e-01   2.18592444e-01]
 [  2.65182915e-02   1.53681374e-01  -1.53292634e-01   9.15100825e-02
   -1.82686264e-01   1.03384216e-01   8.52884356e-02   1.13757600e-01
    2.48699347e-01   6.30662119e-02]
 [ -1.71565517e-01  -2.27954167e-01   3.29861126e-03  -2.32397625e-01
    4.16772088e-01  -2.44995012e-02   1.30558485e-01   2.76606356e-02
   -5.05380910e-02  -1.29440288e-01]
 [ -4.21451842e-01  -4.35902459e-01   6.84527225e-02  -1.50522162e-01
    6.12993166e-01  -1.46232152e-01  -2.80496309e-01   2.00233686e-01
   -1.04346540e-01  -4.85178534e-01]
 [  1.48886939e-01   1.88862135e-01   5.27902871e-02  -7.80032783e-02
    1.52306468e-01   3.48229644e-02  -9.77299196e-02  -6.09650546e-02
    9.28243143e-03  -1.14653433e-01]
 [  7.32003980e-02   5.17136170e-02  -2.47861358e-01   1.32757601e-01
    4.35105865e-02  -4.38029650e-02   1.96454461e-01  -8.46438711e-04
   -2.38162202e-02  -1.22643129e-01]
 [  1.52340633e-02   1.64342253e-01   1.62461782e-01  -4.80259838e-02
   -2.07531633e-01  -2.21502228e-02  -2.16233042e-02   8.05307854e-02
   -1.51528797e-01  -4.85838169e-02]
 [  9.52202409e-02  -9.36434340e-03   2.18342887e-02  -1.24771755e-01
   -7.91775888e-03   4.32338883e-02  -1.22449290e-01   8.12670624e-02
    3.22312172e-02  -5.51526640e-03]
 [ -1.43786842e-01   1.71491970e-01   1.23246303e-01   4.35897538e-02
    1.40867417e-01  -1.54030673e-01  -1.48590295e-01  -1.40517056e-01
   -1.10507072e-03   1.46235932e-01]
 [  1.66909223e-01   2.29165920e-01   9.85660020e-02   1.18313124e-01
   -4.67636215e-02  -2.60313516e-01  -8.44950466e-02  -8.55543117e-02
   -1.11048883e-01   1.42195569e-01]
 [  3.42761607e-02  -1.47943220e-01   8.54923344e-02   2.00588839e-01
   -6.01377114e-02  -1.20606336e-02  -9.31217149e-02   3.88920692e-02
    1.24052106e-01  -1.53877904e-01]
 [  7.72067694e-03  -2.12856634e-02   1.58932490e-01  -1.17368858e-01
    2.21930401e-02   1.85967995e-01  -2.65473128e-02   1.13592747e-01
    1.64246251e-01  -4.07791850e-01]
 [  6.78656605e-02  -3.10016104e-01   1.39410151e-01  -4.01914214e-01
    8.05982086e-01  -1.76884268e-01  -2.17155297e-01   2.86202085e-01
    1.92111434e-01  -4.87687678e-01]
 [ -3.17256529e-01  -2.41447573e-01   1.24135343e-01  -1.24208101e-01
    6.76075263e-01  -2.34157157e-01  -2.44510823e-01   2.26232170e-01
    3.86429649e-01  -4.12924852e-01]
 [  1.40643402e-01  -9.24808391e-02  -2.76004831e-02   8.00485069e-02
    4.68119920e-01  -1.99254660e-01  -1.71787610e-01  -3.13930387e-02
    5.57004495e-02  -2.12759320e-01]
 [ -2.95506373e-01  -1.89873747e-01   2.82231090e-01  -1.74214061e-02
   -4.28729584e-02   7.73795294e-02   1.12970714e-01   1.83383422e-01
   -8.27745034e-03  -1.08585262e-01]
 [  1.40067140e-01   2.82060833e-02   2.27135710e-01  -2.08294329e-01
   -7.66530730e-02   1.01669582e-01   1.21134380e-01   1.55310962e-01
    8.32863073e-02  -6.41434546e-02]
 [  1.48377446e-01   1.00859879e-01  -1.07331363e-01  -9.79705471e-02
   -2.37445717e-01   2.06731915e-01   7.67691693e-02  -2.00386916e-01
   -1.14512491e-01   2.85473127e-02]
 [ -1.28791635e-01   1.68327881e-01  -2.36298773e-01  -2.83006711e-02
   -4.64542613e-01   9.24425601e-02   2.04737978e-01   7.32335588e-02
    1.07833713e-02   1.12199897e-01]
 [  4.56955941e-02   9.95046677e-02  -1.52403309e-02   7.53682953e-02
   -1.38312659e-01   1.68546456e-01  -2.84015081e-01  -6.24417768e-02
   -4.16983582e-02  -1.27798415e-01]
 [  2.62908937e-02   1.20584606e-02   2.00941175e-01  -1.45681968e-01
   -1.24598978e-01  -1.93538181e-01   1.37426935e-01  -2.00790656e-01
    1.62234177e-02   1.64232329e-01]
 [  4.62168235e-02   2.59882672e-01   3.75655794e-01   2.21967163e-01
   -2.96085534e-02   4.03579013e-02   1.16958435e-01  -8.89923990e-02
    1.40519810e-01   5.41757415e-03]
 [  5.09476456e-03   2.55288535e-03   6.39574041e-02   5.73935926e-02
   -3.69475220e-02  -1.28510225e-01   6.92141163e-02  -1.32613944e-01
    6.51248246e-02   7.24802910e-02]
 [ -3.96955002e-02   2.16635988e-01   2.72865228e-01  -1.01022783e-01
   -1.27246772e-01  -2.62392506e-02  -1.64654718e-02   8.97817048e-02
   -2.44983996e-01   3.64471613e-02]
 [ -8.77245896e-02   1.93516967e-03   2.06571422e-01  -3.56890028e-02
   -1.34913481e-01  -1.22361835e-01  -1.64534674e-01  -1.38012733e-01
   -2.16922785e-01   2.33270916e-02]
 [  8.64918025e-02  -2.97346971e-01   9.41892266e-02   6.76464028e-02
    5.26334855e-02   1.42678288e-01   1.70314655e-01   3.79618141e-02
   -1.02660411e-01   1.60204426e-01]]
final_inputs_run [[-1.36733382]
 [-1.40862803]
 [-1.4618123 ]
 ..., 
 [-0.24173669]
 [ 0.05232436]
 [ 0.56145944]]
final_outputs_run [[-1.36733382]
 [-1.40862803]
 [-1.4618123 ]
 ..., 
 [-0.24173669]
 [ 0.05232436]
 [ 0.56145944]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
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 [ -8.77245896e-02   1.93516967e-03   2.06571422e-01  -3.56890028e-02
   -1.34913481e-01  -1.22361835e-01  -1.64534674e-01  -1.38012733e-01
   -2.16922785e-01   2.33270916e-02]
 [  8.64918025e-02  -2.97346971e-01   9.41892266e-02   6.76464028e-02
    5.26334855e-02   1.42678288e-01   1.70314655e-01   3.79618141e-02
   -1.02660411e-01   1.60204426e-01]]
final_inputs_run [[ 1.02128949]
 [ 0.74202886]
 [ 0.74618785]
 ..., 
 [ 0.80259138]
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final_outputs_run [[ 1.02128949]
 [ 0.74202886]
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 ..., 
 [ 0.80259138]
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Progress: 3.2% ... Training loss: 0.368 ... Validation loss: 0.607[ 1.2970611]
[ 0.83662354]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
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6             0         0             1    ...          0      0      0   
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10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
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13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
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15433         0         1             0    ...          0      0      0   
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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2              1  
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[15435 rows x 56 columns]
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    1.25140470e-01   4.20485805e-02]
 [ -5.02190911e-02   2.37817315e-01   1.56275724e-01   7.37258134e-02
   -2.11055179e-01   8.99091103e-02   1.70817582e-01  -1.96161841e-01
    1.72535877e-01   7.19101072e-02]
 [  2.07449941e-01  -6.10041181e-02  -2.11259270e-02  -2.07719227e-01
   -4.39885107e-02   1.55584594e-01  -4.34862513e-02  -2.61754355e-02
    1.08353129e-01   8.27689860e-02]
 [  1.94770523e-02   1.06079092e-02  -2.32639738e-01  -2.35890612e-01
    3.16589560e-01  -1.11741729e-01   8.94873588e-02   7.12591256e-02
    2.70180987e-03  -9.34615977e-02]
 [ -1.54701722e-01   9.56121006e-02  -2.24098422e-01   6.14488665e-02
    1.80058579e-01  -6.50298396e-02   5.85261438e-02  -9.55735884e-02
    2.12032311e-01   1.83200176e-01]
 [  9.43152301e-02   1.76506580e-01   4.48501839e-02  -7.03035485e-02
    8.20286281e-02   2.01658550e-01  -6.40526184e-02  -2.08602194e-01
   -8.10008154e-02   1.33542000e-01]
 [ -1.46481863e-02  -3.25196652e-02  -5.68440494e-03  -1.49647492e-01
    2.00837538e-01   2.51495858e-02   3.05346564e-02  -1.27950446e-01
    1.15409672e-01   6.76551650e-02]
 [  1.92356246e-01   8.65819231e-02  -2.68704966e-01  -1.46985109e-01
   -4.89061160e-01   1.97558855e-01   2.16474397e-01  -8.94405050e-02
    2.16408016e-01   2.06453468e-01]
 [  7.84067279e-02   3.04183517e-02  -2.57246663e-01   2.58942309e-01
   -4.35125602e-01   2.62820599e-02   5.65935541e-02   3.86588712e-02
   -1.24621886e-01   3.57949457e-01]
 [  2.59228616e-01   2.76567685e-01  -1.53609631e-01   3.15214417e-01
   -4.60109354e-01   6.68790980e-03   1.28053174e-02   8.84006442e-02
    8.02460289e-02   4.41885437e-01]
 [ -7.95363317e-02   1.76601548e-01  -2.93142779e-01   2.23539234e-01
   -5.93313313e-01  -5.03666131e-02  -5.30355814e-02  -4.11801599e-02
    7.96615115e-02  -4.73533005e-02]
 [  1.96352437e-01   6.68162770e-02  -1.84691062e-01   5.93330203e-03
   -4.79148519e-01  -1.08707630e-02   1.70030006e-01  -8.80380920e-02
   -2.15671795e-01   2.58910298e-01]
 [  2.12481018e-01  -6.90327768e-02  -1.19070765e-01  -2.40980885e-02
   -5.75117393e-01  -2.99711759e-02   2.50479465e-01  -1.56174998e-01
   -1.41444880e-01   2.19275061e-01]
 [  2.70274805e-02   1.54276216e-01  -1.53867430e-01   9.20277910e-02
   -1.84666234e-01   1.03677154e-01   8.57237215e-02   1.13342506e-01
    2.48466697e-01   6.39704183e-02]
 [ -1.71623251e-01  -2.28036689e-01   3.37595713e-03  -2.32467029e-01
    4.17050645e-01  -2.45382652e-02   1.30498458e-01   2.77158447e-02
   -5.05063687e-02  -1.29562951e-01]
 [ -4.22468830e-01  -4.37257696e-01   6.96868907e-02  -1.51674817e-01
    6.17109749e-01  -1.46888041e-01  -2.81403452e-01   2.01168231e-01
   -1.03822198e-01  -4.87089657e-01]
 [  1.48773784e-01   1.88728099e-01   5.29223900e-02  -7.81131491e-02
    1.52745148e-01   3.47572235e-02  -9.78268229e-02  -6.08756804e-02
    9.33358615e-03  -1.14850314e-01]
 [  7.30946744e-02   5.15895539e-02  -2.47743737e-01   1.32650542e-01
    4.39232672e-02  -4.38641430e-02   1.96370010e-01  -7.63496717e-04
   -2.37692511e-02  -1.22826392e-01]
 [  1.44951207e-02   1.63382141e-01   1.63391871e-01  -4.88541509e-02
   -2.04370994e-01  -2.26229371e-02  -2.22920148e-02   8.11949727e-02
   -1.51155639e-01  -4.98932367e-02]
 [  9.47289245e-02  -9.92943246e-03   2.24425985e-02  -1.25225918e-01
   -6.11045818e-03   4.29267525e-02  -1.22897468e-01   8.16607414e-02
    3.24714363e-02  -6.33973664e-03]
 [ -1.43669128e-01   1.71654659e-01   1.23118727e-01   4.37166535e-02
    1.40370775e-01  -1.53962735e-01  -1.48488379e-01  -1.40615427e-01
   -1.15936205e-03   1.46458131e-01]
 [  1.67090031e-01   2.29387389e-01   9.83814293e-02   1.18505866e-01
   -4.75162011e-02  -2.60217377e-01  -8.43317282e-02  -8.57063873e-02
   -1.11130506e-01   1.42531932e-01]
 [  3.42289737e-02  -1.47992182e-01   8.55365522e-02   2.00550150e-01
   -5.99383361e-02  -1.20851087e-02  -9.31378917e-02   3.89283563e-02
    1.24069912e-01  -1.53948641e-01]
 [  7.46582509e-03  -2.14938961e-02   1.59146594e-01  -1.17539818e-01
    2.29181974e-02   1.85842760e-01  -2.67302585e-02   1.13733467e-01
    1.64336729e-01  -4.08072726e-01]
 [  6.78045759e-02  -3.10136962e-01   1.39498230e-01  -4.01948367e-01
    8.06069156e-01  -1.76920934e-01  -2.17235619e-01   2.86250345e-01
    1.92158919e-01  -4.87813508e-01]
 [ -3.17367372e-01  -2.41708149e-01   1.24346252e-01  -1.24439259e-01
    6.76987184e-01  -2.34267272e-01  -2.44752121e-01   2.26436880e-01
    3.86548254e-01  -4.13328419e-01]
 [  1.40165329e-01  -9.30425384e-02  -2.70789258e-02   7.95942723e-02
    4.69868755e-01  -1.99509854e-01  -1.72202397e-01  -3.09992122e-02
    5.59156392e-02  -2.13561500e-01]
 [ -2.95508953e-01  -1.89845679e-01   2.82217807e-01  -1.73956420e-02
   -4.29743798e-02   7.73900800e-02   1.12990705e-01   1.83364987e-01
   -8.29115037e-03  -1.08549304e-01]
 [  1.40223947e-01   2.83800673e-02   2.26970764e-01  -2.08145265e-01
   -7.72767581e-02   1.01756474e-01   1.21255442e-01   1.55192588e-01
    8.32169642e-02  -6.38813602e-02]
 [  1.48464428e-01   1.00987308e-01  -1.07435697e-01  -9.78756650e-02
   -2.37799436e-01   2.06773718e-01   7.68402487e-02  -2.00466039e-01
   -1.14548547e-01   2.87143410e-02]
 [ -1.28699797e-01   1.68482198e-01  -2.36439514e-01  -2.81833679e-02
   -4.65057093e-01   9.25210251e-02   2.04853386e-01   7.31455863e-02
    1.07269920e-02   1.12436705e-01]
 [  4.42193216e-02   9.76342933e-02  -1.34696553e-02   7.38318108e-02
   -1.32411279e-01   1.67628137e-01  -2.85405506e-01  -6.11680351e-02
   -4.09558700e-02  -1.30395922e-01]
 [  2.67390616e-02   1.25718549e-02   2.00404553e-01  -1.45183764e-01
   -1.26398505e-01  -1.93293864e-01   1.37777793e-01  -2.01138770e-01
    1.60239857e-02   1.64986498e-01]
 [  4.67973131e-02   2.60505695e-01   3.75046824e-01   2.22492331e-01
   -3.19745064e-02   4.06675583e-02   1.17425453e-01  -8.94440514e-02
    1.40260347e-01   6.47015543e-03]
 [  5.69499439e-03   3.27924286e-03   6.32814606e-02   5.80101910e-02
   -3.93154466e-02  -1.28177275e-01   6.97219711e-02  -1.33096358e-01
    6.48553960e-02   7.35530804e-02]
 [ -3.90650381e-02   2.17423046e-01   2.72171262e-01  -1.00320123e-01
   -1.29999412e-01  -2.58572049e-02  -1.58888636e-02   8.92486747e-02
   -2.45278025e-01   3.76620932e-02]
 [ -8.88364032e-02   6.23338447e-04   2.07901541e-01  -3.68833638e-02
   -1.30481224e-01  -1.23052529e-01  -1.65511884e-01  -1.37038101e-01
   -2.16356643e-01   2.13044799e-02]
 [  8.68061760e-02  -2.97036145e-01   9.38750751e-02   6.79533947e-02
    5.13580757e-02   1.42852056e-01   1.70570022e-01   3.77277399e-02
   -1.02795022e-01   1.60725135e-01]]
final_inputs_run [[-1.36362256]
 [-1.40580164]
 [-1.4588832 ]
 ..., 
 [-0.24600447]
 [ 0.04864245]
 [ 0.5646743 ]]
final_outputs_run [[-1.36362256]
 [-1.40580164]
 [-1.4588832 ]
 ..., 
 [-0.24600447]
 [ 0.04864245]
 [ 0.5646743 ]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
15457          0          0          0          0          1          0   
15458          0          0          0          0          1          0   
15459          0          0          0          0          1          0   
15460          0          0          0          0          1          0   
15461          0          0          0          0          1          0   
15462          0          0          0          0          1          0   
15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
16850          1          0          0          0          0          0   
16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
16860          0          1          0          0          0          0   
16861          0          1          0          0          0          0   
16862          0          1          0          0          0          0   
16863          0          1          0          0          0          0   
16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
16867          0          1          0          0          0          0   
16868          0          1          0          0          0          0   
16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
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Progress: 3.3% ... Training loss: 0.368 ... Validation loss: 0.605[-0.86366502]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
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final_inputs_run [[-1.38283694]
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final_outputs_run [[-1.38283694]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
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15446          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15460          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
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16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
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16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
16865          0          1          0          0          0          0   
16866          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
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15440          0  
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...          ...  
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[1440 rows x 56 columns]
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 [ -9.74321413e-02   1.42428308e-01  -3.83064331e-02   1.52209232e-02
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 [  9.85422427e-02   1.53298413e-01  -2.30620189e-02   4.57586874e-04
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   -1.43496248e-01  -1.16376086e-02]
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   -7.77761997e-02  -1.38950262e-01]
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   -2.09944946e-01  -3.04473129e-01   4.68544704e-02  -8.67183516e-02
   -8.66311412e-02  -1.51012103e-01]
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   -3.32824670e-02  -4.69761386e-02   3.52593678e-02   6.47309699e-02
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 [ -1.50728054e-01   2.37532393e-02  -1.38770300e-02   1.29094551e-01
   -3.08332123e-01   1.04589828e-01   7.49499972e-02   1.88207227e-01
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    2.11976951e-01   1.83353693e-01]
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   -8.08816145e-02   1.33113516e-01]
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    1.15366485e-01   6.78410221e-02]
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   -4.90413544e-01   1.97746845e-01   2.16755708e-01  -8.96980645e-02
    2.16254177e-01   2.07045331e-01]
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   -4.36432063e-01   2.64885528e-02   5.68996753e-02   3.83709132e-02
   -1.24786930e-01   3.58544805e-01]
 [  2.59569934e-01   2.76979551e-01  -1.53992245e-01   3.15575004e-01
   -4.61369995e-01   6.87636892e-03   1.30956970e-02   8.81250503e-02
    8.00894073e-02   4.42512892e-01]
 [ -7.83267453e-02   1.78142278e-01  -2.94600830e-01   2.24859304e-01
   -5.98147702e-01  -4.96722480e-02  -5.19202480e-02  -4.22344030e-02
    7.90930196e-02  -4.50772356e-02]
 [  1.96729277e-01   6.72536737e-02  -1.85115009e-01   6.30709538e-03
   -4.80585063e-01  -1.06677052e-02   1.70353312e-01  -8.83394861e-02
   -2.15840648e-01   2.59559054e-01]
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   -5.77097742e-01  -2.97267337e-02   2.50850975e-01  -1.56520805e-01
   -1.41636700e-01   2.20049646e-01]
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   -1.86133086e-01   1.03871592e-01   8.60127548e-02   1.13072657e-01
    2.48320300e-01   6.45700149e-02]
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   -5.03581614e-02  -1.30130429e-01]
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   -1.03525850e-01  -4.88116782e-01]
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    9.49628944e-03  -1.15477143e-01]
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   -2.38404932e-02  -1.22562967e-01]
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   -1.51149878e-01  -4.98590503e-02]
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   -5.60346199e-03   4.28424509e-02  -1.23026267e-01   8.17822476e-02
    3.25397751e-02  -6.56468838e-03]
 [ -1.43533762e-01   1.71902961e-01   1.22937258e-01   4.38967237e-02
    1.39802889e-01  -1.53872213e-01  -1.48315146e-01  -1.40774559e-01
   -1.25020189e-03   1.46799716e-01]
 [  1.66599270e-01   2.28904988e-01   9.89408683e-02   1.18001290e-01
   -4.55431246e-02  -2.60479598e-01  -8.48099583e-02  -8.52568679e-02
   -1.10871192e-01   1.41563026e-01]
 [  3.39835805e-02  -1.48282984e-01   8.58200443e-02   2.00293541e-01
   -5.89366791e-02  -1.22264697e-02  -9.33488654e-02   3.91325060e-02
    1.24183290e-01  -1.54305109e-01]
 [  7.41672287e-03  -2.15541910e-02   1.59189888e-01  -1.17574741e-01
    2.31360861e-02   1.85808731e-01  -2.67842378e-02   1.13771398e-01
    1.64364679e-01  -4.08141037e-01]
 [  6.69060069e-02  -3.11114167e-01   1.40418407e-01  -4.02677385e-01
    8.09342462e-01  -1.77407953e-01  -2.18128428e-01   2.87033257e-01
    1.92597382e-01  -4.89279664e-01]
 [ -3.17199460e-01  -2.41484020e-01   1.24166948e-01  -1.24256024e-01
    6.76229586e-01  -2.34153820e-01  -2.44597389e-01   2.26288960e-01
    3.86455079e-01  -4.13007695e-01]
 [  1.40310555e-01  -9.28709760e-02  -2.72368133e-02   7.97323004e-02
    4.69297433e-01  -1.99427298e-01  -1.72076914e-01  -3.11177335e-02
    5.58469130e-02  -2.13326193e-01]
 [ -2.95775694e-01  -1.90173022e-01   2.82539142e-01  -1.76688477e-02
   -4.18819593e-02   7.72307200e-02   1.12755100e-01   1.83573005e-01
   -8.16497009e-03  -1.09026676e-01]
 [  1.40416881e-01   2.86163388e-02   2.26742274e-01  -2.07950642e-01
   -7.80099098e-02   1.01871532e-01   1.21428635e-01   1.55037931e-01
    8.31278837e-02  -6.35528523e-02]
 [  1.48580620e-01   1.01125865e-01  -1.07573977e-01  -9.77657400e-02
   -2.38265347e-01   2.06844697e-01   7.69417011e-02  -2.00563176e-01
   -1.14604323e-01   2.89246138e-02]
 [ -1.28730844e-01   1.68445903e-01  -2.36403246e-01  -2.82161252e-02
   -4.64977227e-01   9.25026527e-02   2.04826856e-01   7.31713928e-02
    1.07414719e-02   1.12383935e-01]
 [  4.45609820e-02   9.80282522e-02  -1.38703090e-02   7.41478018e-02
   -1.33482674e-01   1.67830235e-01  -2.85146587e-01  -6.14159237e-02
   -4.11043755e-02  -1.29815189e-01]
 [  2.65716214e-02   1.24680753e-02   2.00560126e-01  -1.45295886e-01
   -1.26174604e-01  -1.93392914e-01   1.37685480e-01  -2.01060929e-01
    1.60554194e-02   1.64771500e-01]
 [  4.77638151e-02   2.61751350e-01   3.73982264e-01   2.23524441e-01
   -3.59769105e-02   4.12316141e-02   1.18326802e-01  -9.02874373e-02
    1.39790676e-01   8.29806008e-03]
 [  5.53065902e-03   3.27268519e-03   6.34494246e-02   5.79967230e-02
   -3.92254551e-02  -1.28291254e-01   6.95491772e-02  -1.32982145e-01
    6.49300734e-02   7.34213958e-02]
 [ -3.90757004e-02   2.17319503e-01   2.72306821e-01  -1.00419815e-01
   -1.29459641e-01  -2.59069845e-02  -1.60028031e-02   8.93325830e-02
   -2.45205549e-01   3.75244394e-02]
 [ -8.86058919e-02   8.07428818e-04   2.07769039e-01  -3.67338721e-02
   -1.31326235e-01  -1.22956448e-01  -1.65417030e-01  -1.37113591e-01
   -2.16396700e-01   2.16863791e-02]
 [  8.67250949e-02  -2.97115137e-01   9.39772461e-02   6.78316332e-02
    5.17871414e-02   1.42817056e-01   1.70385158e-01   3.79019493e-02
   -1.02674159e-01   1.60430244e-01]]
final_inputs_run [[ 1.0146544 ]
 [ 0.73484003]
 [ 0.73919995]
 ..., 
 [ 0.7938351 ]
 [ 0.3381834 ]
 [ 0.20297608]]
final_outputs_run [[ 1.0146544 ]
 [ 0.73484003]
 [ 0.73919995]
 ..., 
 [ 0.7938351 ]
 [ 0.3381834 ]
 [ 0.20297608]]
Progress: 3.3% ... Training loss: 0.366 ... Validation loss: 0.602[-0.04488434]
[ 0.2515588]
[-0.06138472]
[-0.37909082]
[ 0.66283948]
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[ 1.32823371]
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[ 0.26181451]
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[ 0.46176437]
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[ 0.59595065]
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[ 1.14496719]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
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15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
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16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
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16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
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16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

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   -5.77642391e-01  -2.96275598e-02   2.50995794e-01  -1.56657497e-01
   -1.41712771e-01   2.20342080e-01]
 [  2.72766999e-02   1.54533997e-01  -1.54096769e-01   9.22472832e-02
   -1.85780785e-01   1.03798157e-01   8.58961160e-02   1.13178295e-01
    2.48377178e-01   6.43718226e-02]
 [ -1.72520629e-01  -2.29211510e-01   4.46897387e-03  -2.33465565e-01
    4.20857508e-01  -2.51032217e-02   1.29644527e-01   2.85126201e-02
   -5.00609104e-02  -1.31298890e-01]
 [ -4.24159063e-01  -4.39627213e-01   7.18287340e-02  -1.53718491e-01
    6.24630828e-01  -1.47988639e-01  -2.83119836e-01   2.02748437e-01
   -1.02907406e-01  -4.90308149e-01]
 [  1.48326362e-01   1.88209444e-01   5.34714126e-02  -7.86151742e-02
    1.54496849e-01   3.44725696e-02  -9.82340956e-02  -6.04878054e-02
    9.55125426e-03  -1.15708457e-01]
 [  7.34592776e-02   5.21735896e-02  -2.48258606e-01   1.33140130e-01
    4.19235412e-02  -4.35827652e-02   1.96817451e-01  -1.14446502e-03
   -2.40021119e-02  -1.22002796e-01]
 [  1.44773424e-02   1.63344162e-01   1.63442348e-01  -4.89119767e-02
   -2.04336621e-01  -2.26547643e-02  -2.23415438e-02   8.12416078e-02
   -1.51123264e-01  -4.99212594e-02]
 [  9.41390779e-02  -1.06232421e-02   2.31428375e-02  -1.25863864e-01
   -3.73448597e-03   4.25525992e-02  -1.23432241e-01   8.21690904e-02
    3.27651924e-02  -7.42874933e-03]
 [ -1.43489411e-01   1.71950711e-01   1.22909477e-01   4.39207896e-02
    1.39728970e-01  -1.53866417e-01  -1.48299914e-01  -1.40787303e-01
   -1.25730096e-03   1.46818503e-01]
 [  1.66555302e-01   2.28852670e-01   9.89902685e-02   1.17955655e-01
   -4.53760700e-02  -2.60504865e-01  -8.48484547e-02  -8.52224277e-02
   -1.10851029e-01   1.41484765e-01]
 [  3.39156424e-02  -1.48277157e-01   8.59001056e-02   2.00189038e-01
   -5.85228189e-02  -1.22983246e-02  -9.34088452e-02   3.91875626e-02
    1.24214921e-01  -1.54497535e-01]
 [  7.40981272e-03  -2.15467396e-02   1.59216270e-01  -1.17566380e-01
    2.31928788e-02   1.85805245e-01  -2.67879305e-02   1.13774076e-01
    1.64363982e-01  -4.08119387e-01]
 [  6.66174555e-02  -3.11423083e-01   1.40716344e-01  -4.02887713e-01
    8.10424385e-01  -1.77591699e-01  -2.18418696e-01   2.87267620e-01
    1.92752771e-01  -4.89693978e-01]
 [ -3.16894499e-01  -2.41075586e-01   1.23786935e-01  -1.23924838e-01
    6.74818072e-01  -2.33961127e-01  -2.44270956e-01   2.25982566e-01
    3.86281418e-01  -4.12451944e-01]
 [  1.39786801e-01  -9.35137377e-02  -2.66046657e-02   7.91395561e-02
    4.71327540e-01  -1.99708490e-01  -1.72597419e-01  -3.06484421e-02
    5.61062744e-02  -2.14275913e-01]
 [ -2.95968149e-01  -1.90474209e-01   2.82762729e-01  -1.79115552e-02
   -4.08341479e-02   7.70837978e-02   1.12532471e-01   1.83769976e-01
   -8.04692882e-03  -1.09461316e-01]
 [  1.40279402e-01   2.84692538e-02   2.26894004e-01  -2.08088926e-01
   -7.74823390e-02   1.01795526e-01   1.21314775e-01   1.55141514e-01
    8.31837902e-02  -6.38067071e-02]
 [  1.48787276e-01   1.01350519e-01  -1.07779984e-01  -9.75830546e-02
   -2.39082183e-01   2.06956636e-01   7.71141989e-02  -2.00718518e-01
   -1.14692443e-01   2.92623359e-02]
 [ -1.28798602e-01   1.68369031e-01  -2.36330059e-01  -2.82847968e-02
   -4.64730493e-01   9.24632534e-02   2.04771708e-01   7.32234856e-02
    1.07714278e-02   1.12272472e-01]
 [  4.40928079e-02   9.75161228e-02  -1.34036193e-02   7.37357311e-02
   -1.31939955e-01   1.67557155e-01  -2.85492299e-01  -6.10951988e-02
   -4.09071284e-02  -1.30542283e-01]
 [  2.64850378e-02   1.23052185e-02   2.00739509e-01  -1.45454363e-01
   -1.25643164e-01  -1.93465362e-01   1.37542746e-01  -2.00931704e-01
    1.61279986e-02   1.64560418e-01]
 [  4.75118802e-02   2.61401338e-01   3.74320580e-01   2.23164683e-01
   -3.46779194e-02   4.10437560e-02   1.18084959e-01  -9.00609165e-02
    1.39925250e-01   7.83098473e-03]
 [  5.15685216e-03   2.73945164e-03   6.40462648e-02   5.74228298e-02
   -3.74259544e-02  -1.28567755e-01   6.90561886e-02  -1.32578031e-01
    6.51568670e-02   7.26464242e-02]
 [ -3.91013696e-02   2.17231661e-01   2.72356612e-01  -1.00480361e-01
   -1.29037975e-01  -2.59593361e-02  -1.60569616e-02   8.93785040e-02
   -2.45173722e-01   3.74410254e-02]
 [ -8.80365237e-02   1.57977568e-03   2.07030126e-01  -3.60245624e-02
   -1.34043896e-01  -1.22578403e-01  -1.64802233e-01  -1.37651838e-01
   -2.16719897e-01   2.28356612e-02]
 [  8.57672675e-02  -2.98287244e-01   9.51209542e-02   6.66917203e-02
    5.61105497e-02   1.42157754e-01   1.69380707e-01   3.88256144e-02
   -1.02144268e-01   1.58416381e-01]]
final_inputs_run [[ 1.06058614]
 [ 0.77908814]
 [ 0.78183469]
 ..., 
 [ 0.83701771]
 [ 0.38119931]
 [ 0.23963239]]
final_outputs_run [[ 1.06058614]
 [ 0.77908814]
 [ 0.78183469]
 ..., 
 [ 0.83701771]
 [ 0.38119931]
 [ 0.23963239]]
Progress: 3.3% ... Training loss: 0.369 ... Validation loss: 0.603[ 0.11582797]
[-0.53742722]
[-0.37878872]
[-0.26599483]
[ 0.16768825]
[-0.73077853]
[ 0.63533591]
[-0.32159652]
[-0.11166501]
[-0.89474171]
[ 0.02559579]
[-0.42730057]
[ 0.40892226]
[-0.55819497]
[-0.28598684]
[-0.20520621]
[-0.53269634]
[-0.33254304]
[-0.18395851]
[ 0.69002261]
[ 0.57606503]
[ 0.13638245]
[ 0.42239658]
[ 0.38195543]
[-0.45475767]
[-0.02250918]
[-0.44538221]
[-0.23191088]
[ 0.09526451]
[-0.02699571]
[-0.76254254]
[ 0.84134051]
[ 0.11260904]
[ 1.93184761]
[-0.82187715]
[ 1.01150809]
[-0.0420075]
[-0.13775998]
[ 0.77958853]
[ 0.27631652]
[-0.18362878]
[-0.98853856]
[-0.07210571]
[ 0.1601495]
[ 0.40344451]
[ 0.16881192]
[-0.08984962]
[ 0.66913701]
[-0.19569826]
[-0.11151232]
[ 0.10697959]
[-0.65289734]
[-1.40523925]
[-0.72406322]
[-0.38867445]
[ 0.28260537]
[-0.01670948]
[-0.21432744]
[-0.1490366]
[ 2.00105731]
[ 0.97137749]
[-0.19620431]
[-0.14444249]
[-0.25073236]
[ 0.2311723]
[ 0.88821484]
[-0.04455736]
[-0.63194545]
[-0.02536361]
[-0.83174114]
[ 1.56424821]
[ 0.11216423]
[-0.38095845]
[ 0.76736462]
[-0.19457398]
[ 0.09740842]
[-0.23862203]
[ 0.26687386]
[ 1.71480032]
[-0.30922913]
[ 1.24075177]
[-0.60529663]
[-0.87014457]
[-0.48168334]
[ 0.01010061]
[ 1.34364692]
[-0.39039861]
[-0.08417839]
[ 0.26179135]
[ 0.33065598]
[ 0.16437352]
[ 0.092845]
[-0.04443216]
[ 0.08770533]
[-0.07715592]
[-0.03713828]
[ 1.08293176]
[-0.43760492]
[ 1.35570683]
[-0.48372909]
[ 0.92182636]
[-0.16039119]
[-1.11530831]
[ 1.17230387]
[ 0.07489755]
[ 0.78365049]
[-0.097001]
[ 0.20803302]
[-0.37025445]
[ 0.11732086]
[-0.44698062]
[-0.24636002]
[ 0.06036205]
[-0.93479453]
[ 0.24594835]
[-0.6036455]
[-0.15712464]
[ 0.40087373]
[ 0.2165104]
[-0.25276529]
[-0.39437457]
[-0.15167959]
[-0.18370559]
[-0.22789604]
[-0.16829118]
[ 0.15923536]
[ 0.58138767]
[-0.06697268]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
28             1          0          0          0          0          0   
29             1          0          0          0          0          0   
...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
15406          0          0          1          0          0          0   
15407          0          0          1          0          0          0   
15408          0          0          1          0          0          0   
15409          0          0          1          0          0          0   
15410          0          0          1          0          0          0   
15411          0          0          1          0          0          0   
15412          0          0          1          0          0          0   
15413          0          0          1          0          0          0   
15414          0          0          1          0          0          0   
15415          0          0          1          0          0          0   
15416          0          0          1          0          0          0   
15417          0          0          1          0          0          0   
15418          0          0          1          0          0          0   
15419          0          0          1          0          0          0   
15420          0          0          1          0          0          0   
15421          0          0          1          0          0          0   
15422          0          0          1          0          0          0   
15423          0          0          1          0          0          0   
15424          0          0          1          0          0          0   
15425          0          0          1          0          0          0   
15426          0          0          1          0          0          0   
15427          0          0          0          1          0          0   
15428          0          0          0          1          0          0   
15429          0          0          0          1          0          0   
15430          0          0          0          1          0          0   
15431          0          0          0          1          0          0   
15432          0          0          0          1          0          0   
15433          0          0          0          1          0          0   
15434          0          0          0          1          0          0   

       weekday_6  
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[15435 rows x 56 columns]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
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   -4.66047404e-01   9.26620112e-02   2.05066719e-01   7.29420385e-02
    1.06073101e-02   1.12895103e-01]
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   -1.28024434e-01   1.66930731e-01  -2.86401257e-01  -6.02372547e-02
   -4.04042651e-02  -1.32187143e-01]
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   -1.26673210e-01  -1.93321376e-01   1.37755294e-01  -2.01127970e-01
    1.60164086e-02   1.64933745e-01]
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   -3.69494474e-02   4.13195010e-02   1.18493875e-01  -9.04883681e-02
    1.39665568e-01   8.84730007e-03]
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   -3.62529069e-02  -1.28757237e-01   6.87351350e-02  -1.32286741e-01
    6.53023806e-02   7.20900709e-02]
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 [ -8.80689499e-02   1.47072001e-03   2.07275220e-01  -3.61905873e-02
   -1.33879796e-01  -1.22661273e-01  -1.64922060e-01  -1.37524618e-01
   -2.16636024e-01   2.26187487e-02]
 [  8.61638743e-02  -2.97910657e-01   9.47374477e-02   6.70343620e-02
    5.47696816e-02   1.42337372e-01   1.69620328e-01   3.86042186e-02
   -1.02266483e-01   1.59031152e-01]]
final_inputs_run [[ 1.08647543]
 [ 0.79862507]
 [ 0.80192617]
 ..., 
 [ 0.85037475]
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final_outputs_run [[ 1.08647543]
 [ 0.79862507]
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 ..., 
 [ 0.85037475]
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Progress: 3.3% ... Training loss: 0.371 ... Validation loss: 0.601[-0.18805696]
[ 0.66783137]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
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8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
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21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
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24            0         0             0    ...          0      0      0   
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...         ...       ...           ...    ...        ...    ...    ...   
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15414         0         1             0    ...          0      0      0   
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15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
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15429         0         1             0    ...          0      0      0   
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15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
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5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
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       weekday_6  
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1              1  
2              1  
3              1  
4              1  
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.69300237e-01  -2.19109692e-01   1.52685438e-01  -1.73737524e-01
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    1.35207336e-01  -1.02803684e-01  -7.73123438e-03  -2.08540554e-02
    4.93628612e-02   1.22127731e-01]
 [  9.87229018e-02   1.53334332e-01  -2.30502903e-02   5.08420758e-04
    1.69637784e-02  -3.44275485e-02  -2.45656626e-01   2.45023031e-01
   -1.43488295e-01  -1.14120131e-02]
 [ -3.96703107e-02   2.85846860e-01  -1.01474312e-01   2.62055153e-02
    8.76707001e-02  -5.65319525e-02  -9.13314861e-02  -2.55443702e-01
   -7.75050461e-02  -1.39776075e-01]
 [ -5.51176681e-02   1.57571573e-01  -1.06632797e-01  -2.82488528e-01
   -2.18168259e-01  -3.03315387e-01   4.87346534e-02  -8.85017824e-02
   -8.76279290e-02  -1.47227333e-01]
 [  4.61549470e-02  -1.01076031e-02  -3.38218431e-02  -1.26723380e-01
   -2.96487417e-02  -4.75166037e-02   3.43845710e-02   6.55344582e-02
    8.50475361e-03   5.51232552e-02]
 [ -1.52013149e-01   2.20137426e-02  -1.22712262e-02   1.27422377e-01
   -3.01417322e-01   1.03651306e-01   7.34907949e-02   1.89493632e-01
    1.25636742e-01   4.03352468e-02]
 [ -5.02740366e-02   2.37752072e-01   1.56074441e-01   7.37551573e-02
   -2.10875653e-01   8.98913734e-02   1.70669932e-01  -1.96099712e-01
    1.72559681e-01   7.18977602e-02]
 [  2.08217465e-01  -5.99098565e-02  -2.20276860e-02  -2.06779322e-01
   -4.74586932e-02   1.56024411e-01  -4.29081035e-02  -2.67874759e-02
    1.08036944e-01   8.42286777e-02]
 [  1.90278269e-02   1.02557715e-02  -2.32032496e-01  -2.36064715e-01
    3.16544453e-01  -1.11967316e-01   8.90978629e-02   7.15721416e-02
    2.91757880e-03  -9.39433904e-02]
 [ -1.54474088e-01   9.58108515e-02  -2.24101946e-01   6.15613682e-02
    1.79247321e-01  -6.49268450e-02   5.86522608e-02  -9.56825900e-02
    2.11981513e-01   1.83403405e-01]
 [  9.43331783e-02   1.76470769e-01   4.48476865e-02  -7.03234094e-02
    8.21600581e-02   2.01644195e-01  -6.40659951e-02  -2.08595816e-01
   -8.09942882e-02   1.33484456e-01]
 [ -1.40650360e-02  -3.18701193e-02  -6.29363947e-03  -1.49104154e-01
    1.98390452e-01   2.54667520e-02   3.10111413e-02  -1.28398354e-01
    1.15148703e-01   6.86320000e-02]
 [  1.93673152e-01   8.81394382e-02  -2.70228776e-01  -1.45732444e-01
   -4.94474051e-01   1.98292771e-01   2.17600428e-01  -9.05232140e-02
    2.15804813e-01   2.08787789e-01]
 [  8.03650003e-02   3.27865577e-02  -2.59420280e-01   2.60949458e-01
   -4.42779667e-01   2.73894612e-02   5.82746125e-02   3.70382555e-02
   -1.25539505e-01   3.61406668e-01]
 [  2.61213636e-01   2.78981337e-01  -1.55845506e-01   3.17291074e-01
   -4.67887715e-01   7.79539911e-03   1.45517573e-02   8.67396314e-02
    7.92996736e-02   4.45439901e-01]
 [ -7.80411027e-02   1.78485544e-01  -2.94923514e-01   2.25147866e-01
   -5.99228538e-01  -4.95116512e-02  -5.16782518e-02  -4.24670361e-02
    7.89755611e-02  -4.45707158e-02]
 [  1.97192711e-01   6.77919858e-02  -1.85643941e-01   6.78666028e-03
   -4.82235657e-01  -1.03974965e-02   1.70753997e-01  -8.87161604e-02
   -2.16053337e-01   2.60361754e-01]
 [  2.13869252e-01  -6.75339526e-02  -1.20505650e-01  -2.28029190e-02
   -5.80064542e-01  -2.92477504e-02   2.51532049e-01  -1.57207272e-01
   -1.42028214e-01   2.21567681e-01]
 [  2.84217968e-02   1.55852117e-01  -1.55361451e-01   9.34021558e-02
   -1.90193564e-01   1.04442552e-01   8.68584224e-02   1.12260256e-01
    2.47842916e-01   6.63218248e-02]
 [ -1.72613290e-01  -2.29391404e-01   4.66609186e-03  -2.33598068e-01
    4.21311953e-01  -2.52070068e-02   1.29467769e-01   2.86441500e-02
   -4.99817243e-02  -1.31608937e-01]
 [ -4.24534860e-01  -4.40250207e-01   7.25594181e-02  -1.54318508e-01
    6.26322444e-01  -1.48290490e-01  -2.83607284e-01   2.03218437e-01
   -1.02648953e-01  -4.91235314e-01]
 [  1.48237199e-01   1.88122147e-01   5.35981353e-02  -7.87352552e-02
    1.55104258e-01   3.44140671e-02  -9.83282507e-02  -6.04053660e-02
    9.59282408e-03  -1.15901850e-01]
 [  7.33592763e-02   5.21052726e-02  -2.48150198e-01   1.33059156e-01
    4.22138152e-02  -4.36386264e-02   1.96739284e-01  -1.08009429e-03
   -2.39545866e-02  -1.22144423e-01]
 [  1.44366209e-02   1.63361943e-01   1.63476421e-01  -4.89393970e-02
   -2.04278412e-01  -2.26555452e-02  -2.23388316e-02   8.12450096e-02
   -1.51124173e-01  -4.99374213e-02]
 [  9.38926903e-02  -1.09147412e-02   2.34627190e-02  -1.26152186e-01
   -2.75111949e-03   4.24136386e-02  -1.23598772e-01   8.23750200e-02
    3.28827531e-02  -7.85971467e-03]
 [ -1.44310438e-01   1.70933983e-01   1.23929784e-01   4.31080285e-02
    1.42456671e-01  -1.54395687e-01  -1.49053299e-01  -1.40067063e-01
   -8.29512799e-04   1.45316747e-01]
 [  1.66469635e-01   2.28747019e-01   9.91167000e-02   1.17859774e-01
   -4.50958376e-02  -2.60555736e-01  -8.49187986e-02  -8.51508597e-02
   -1.10805068e-01   1.41338959e-01]
 [  3.42194287e-02  -1.47878856e-01   8.55773588e-02   2.00527845e-01
   -6.00296052e-02  -1.21034891e-02  -9.31089137e-02   3.89064894e-02
    1.24059266e-01  -1.53917892e-01]
 [  6.85883779e-03  -2.22897563e-02   1.59960204e-01  -1.18196173e-01
    2.58731984e-02   1.85412375e-01  -2.73753555e-02   1.14337374e-01
    1.64694221e-01  -4.09068094e-01]
 [  6.45861570e-02  -3.13841487e-01   1.42996437e-01  -4.04778559e-01
    8.17188763e-01  -1.78729316e-01  -2.20344014e-01   2.89014994e-01
    1.93783940e-01  -4.93025250e-01]
 [ -3.17679420e-01  -2.42300822e-01   1.24853478e-01  -1.24950316e-01
    6.78467029e-01  -2.34428496e-01  -2.45104677e-01   2.26783592e-01
    3.86734056e-01  -4.14101752e-01]
 [  1.39895453e-01  -9.34342305e-02  -2.67258178e-02   7.92436270e-02
    4.70891251e-01  -1.99617915e-01  -1.72549975e-01  -3.07047770e-02
    5.60732092e-02  -2.14134848e-01]
 [ -2.95621677e-01  -1.90054237e-01   2.82369591e-01  -1.75779927e-02
   -4.21612673e-02   7.73029798e-02   1.12854228e-01   1.83485416e-01
   -8.22155375e-03  -1.08861379e-01]
 [  1.40338415e-01   2.85465388e-02   2.26831725e-01  -2.08028935e-01
   -7.77497558e-02   1.01835104e-01   1.21375021e-01   1.55081563e-01
    8.31412911e-02  -6.36916361e-02]
 [  1.48865359e-01   1.01449814e-01  -1.07874523e-01  -9.75240844e-02
   -2.39402586e-01   2.07001107e-01   7.71866833e-02  -2.00782174e-01
   -1.14733330e-01   2.93725681e-02]
 [ -1.28290585e-01   1.69022264e-01  -2.36969260e-01  -2.77404123e-02
   -4.66815465e-01   9.27578114e-02   2.05241120e-01   7.27782082e-02
    1.05114700e-02   1.13245987e-01]
 [  4.39463473e-02   9.71946427e-02  -1.31684975e-02   7.34768388e-02
   -1.30824921e-01   1.67396160e-01  -2.85693432e-01  -6.08834234e-02
   -4.07772764e-02  -1.30865787e-01]
 [  2.67491812e-02   1.25867290e-02   2.00462110e-01  -1.45224632e-01
   -1.26685308e-01  -1.93320427e-01   1.37753369e-01  -2.01124454e-01
    1.60081612e-02   1.64940758e-01]
 [  4.76121790e-02   2.61567432e-01   3.74141841e-01   2.23296369e-01
   -3.55498098e-02   4.10928495e-02   1.18148941e-01  -9.01777893e-02
    1.39850259e-01   8.12892770e-03]
 [  5.07977276e-03   2.66003858e-03   6.42820143e-02   5.73193065e-02
   -3.72279743e-02  -1.28659788e-01   6.88320609e-02  -1.32420054e-01
    6.52441915e-02   7.24783170e-02]
 [ -3.90460317e-02   2.17140681e-01   2.72539187e-01  -1.00524747e-01
   -1.29673381e-01  -2.58972996e-02  -1.60900244e-02   8.93980613e-02
   -2.45134780e-01   3.75472716e-02]
 [ -8.84073059e-02   1.12369114e-03   2.07614735e-01  -3.64084890e-02
   -1.32846689e-01  -1.22825657e-01  -1.65214392e-01  -1.37258115e-01
   -2.16464092e-01   2.21513261e-02]
 [  8.77100564e-02  -2.96213038e-01   9.30839244e-02   6.85373309e-02
    4.88097422e-02   1.43170306e-01   1.70800433e-01   3.74272296e-02
   -1.02935361e-01   1.61511156e-01]]
final_inputs_run [[-1.36858362]
 [-1.41356836]
 [-1.46719856]
 ..., 
 [-0.25816384]
 [ 0.03919133]
 [ 0.5842209 ]]
final_outputs_run [[-1.36858362]
 [-1.41356836]
 [-1.46719856]
 ..., 
 [-0.25816384]
 [ 0.03919133]
 [ 0.5842209 ]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
15443          0          0          0          1          0          0   
15444          0          0          0          1          0          0   
15445          0          0          0          1          0          0   
15446          0          0          0          1          0          0   
15447          0          0          0          1          0          0   
15448          0          0          0          1          0          0   
15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
15452          0          0          0          0          1          0   
15453          0          0          0          0          1          0   
15454          0          0          0          0          1          0   
15455          0          0          0          0          1          0   
15456          0          0          0          0          1          0   
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Progress: 3.3% ... Training loss: 0.366 ... Validation loss: 0.597[ 0.14541902]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
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1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
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27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
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15414   1        0 -0.088219  0.325357   0.031898         0         0   
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15416   1        0  0.015647  0.221693  -0.456086         0         0   
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15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
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15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
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15427   1        0 -0.192085  1.310171  -0.821460         0         0   
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15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
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       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
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       weekday_6  
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[15435 rows x 56 columns]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
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15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
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15454         0         1             1    ...          0      0      0   
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15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
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16850         0         1             0    ...          1      0      0   
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16852         0         1             0    ...          0      0      1   
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16855         0         1             0    ...          0      0      0   
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16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
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16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
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15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
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16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

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[1440 rows x 56 columns]
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    1.24094852e-01  -1.53990056e-01]
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   -4.22704307e-02   7.73165231e-02   1.12868132e-01   1.83467190e-01
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    1.04385924e-02   1.13522304e-01]
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   -1.34196813e-01  -1.22641728e-01  -1.64916378e-01  -1.37527465e-01
   -2.16620523e-01   2.27254996e-02]
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    4.87897657e-02   1.43177934e-01   1.70758191e-01   3.74390774e-02
   -1.02912683e-01   1.61544474e-01]]
final_inputs_run [[ 1.01776569]
 [ 0.71666937]
 [ 0.71310158]
 ..., 
 [ 0.78079544]
 [ 0.32618294]
 [ 0.1935745 ]]
final_outputs_run [[ 1.01776569]
 [ 0.71666937]
 [ 0.71310158]
 ..., 
 [ 0.78079544]
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 [ 0.1935745 ]]
Progress: 3.3% ... Training loss: 0.364 ... Validation loss: 0.598[ 0.36532964]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
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final_inputs_run [[ -1.41026460e+00]
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 ..., 
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final_outputs_run [[ -1.41026460e+00]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
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15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
16865         0         1             0    ...          0      0      0   
16866         0         1             0    ...          0      0      0   
16867         0         1             0    ...          0      0      0   
16868         0         1             0    ...          0      0      0   
16869         0         1             0    ...          0      0      0   
16870         0         1             0    ...          0      0      0   
16871         0         1             0    ...          0      0      0   
16872         0         1             1    ...          0      0      0   
16873         0         1             1    ...          0      0      0   
16874         0         1             0    ...          1      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
15435          0          0          0          1          0          0   
15436          0          0          0          1          0          0   
15437          0          0          0          1          0          0   
15438          0          0          0          1          0          0   
15439          0          0          0          1          0          0   
15440          0          0          0          1          0          0   
15441          0          0          0          1          0          0   
15442          0          0          0          1          0          0   
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15449          0          0          0          1          0          0   
15450          0          0          0          1          0          0   
15451          0          0          0          0          1          0   
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15463          0          0          0          0          1          0   
15464          0          0          0          0          1          0   
...          ...        ...        ...        ...        ...        ...   
16845          1          0          0          0          0          0   
16846          1          0          0          0          0          0   
16847          1          0          0          0          0          0   
16848          1          0          0          0          0          0   
16849          1          0          0          0          0          0   
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16851          1          0          0          0          0          0   
16852          1          0          0          0          0          0   
16853          0          1          0          0          0          0   
16854          0          1          0          0          0          0   
16855          0          1          0          0          0          0   
16856          0          1          0          0          0          0   
16857          0          1          0          0          0          0   
16858          0          1          0          0          0          0   
16859          0          1          0          0          0          0   
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16864          0          1          0          0          0          0   
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16869          0          1          0          0          0          0   
16870          0          1          0          0          0          0   
16871          0          1          0          0          0          0   
16872          0          1          0          0          0          0   
16873          0          1          0          0          0          0   
16874          0          1          0          0          0          0   

       weekday_6  
15435          0  
15436          0  
15437          0  
15438          0  
15439          0  
15440          0  
15441          0  
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15460          0  
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...          ...  
16845          0  
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16866          0  
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16869          0  
16870          0  
16871          0  
16872          0  
16873          0  
16874          0  

[1440 rows x 56 columns]
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 [  1.94455936e-01   8.90519140e-02  -2.71112563e-01  -1.44971528e-01
   -4.97466344e-01   1.98749739e-01   2.18270992e-01  -9.11574464e-02
    2.15458244e-01   2.10189447e-01]
 [  8.06549770e-02   3.31250795e-02  -2.59756933e-01   2.61273954e-01
   -4.44003243e-01   2.75495835e-02   5.85201179e-02   3.68130779e-02
   -1.25665118e-01   3.61967839e-01]
 [  2.60926378e-01   2.78575681e-01  -1.55383067e-01   3.16918337e-01
   -4.66973595e-01   7.53909553e-03   1.41826703e-02   8.70915505e-02
    7.94899617e-02   4.44913272e-01]
 [ -7.72454992e-02   1.79420255e-01  -2.95785947e-01   2.25940956e-01
   -6.02155308e-01  -4.90596360e-02  -5.09978747e-02  -4.31029535e-02
    7.86350335e-02  -4.31869165e-02]
 [  1.97644149e-01   6.83089286e-02  -1.86121705e-01   7.23340675e-03
   -4.83923342e-01  -1.01452416e-02   1.71126984e-01  -8.90672653e-02
   -2.16257230e-01   2.61134953e-01]
 [  2.14548316e-01  -6.67339563e-02  -1.21244419e-01  -2.21036706e-02
   -5.82484277e-01  -2.88626315e-02   2.52097369e-01  -1.57750038e-01
   -1.42329773e-01   2.22763504e-01]
 [  2.91005315e-02   1.56659387e-01  -1.56068447e-01   9.40712670e-02
   -1.92805255e-01   1.04830178e-01   8.74285606e-02   1.11731335e-01
    2.47541613e-01   6.75111025e-02]
 [ -1.71672366e-01  -2.28426081e-01   3.56024876e-03  -2.32668646e-01
    4.18309515e-01  -2.46686395e-02   1.30259846e-01   2.79004683e-02
   -5.04075614e-02  -1.29971368e-01]
 [ -4.24625287e-01  -4.40492901e-01   7.26596882e-02  -1.54371832e-01
    6.25832354e-01  -1.48354621e-01  -2.83650019e-01   2.03244927e-01
   -1.02614981e-01  -4.91483327e-01]
 [  1.47915082e-01   1.87779736e-01   5.39474932e-02  -7.90593927e-02
    1.56260028e-01   3.42329864e-02  -9.85915761e-02  -6.01462019e-02
    9.73686796e-03  -1.16454004e-01]
 [  7.38746090e-02   5.28462970e-02  -2.48827473e-01   1.33690247e-01
    3.96556205e-02  -4.33078149e-02   1.97274548e-01  -1.56205509e-03
   -2.42375863e-02  -1.21052074e-01]
 [  1.49999433e-02   1.64104729e-01   1.62836632e-01  -4.83264718e-02
   -2.06753150e-01  -2.23097637e-02  -2.17875020e-02   8.07482286e-02
   -1.51413481e-01  -4.88408416e-02]
 [  9.35977013e-02  -1.12519268e-02   2.38324796e-02  -1.26454237e-01
   -1.46925197e-03   4.22125543e-02  -1.23912899e-01   8.26453069e-02
    3.30467066e-02  -8.46837804e-03]
 [ -1.44480877e-01   1.70655374e-01   1.24142455e-01   4.28508989e-02
    1.42974373e-01  -1.54622292e-01  -1.49227988e-01  -1.39890897e-01
   -7.43527472e-04   1.44898537e-01]
 [  1.65485987e-01   2.27570344e-01   1.00280969e-01   1.16826717e-01
   -4.11757895e-02  -2.61100247e-01  -8.57711229e-02  -8.43470041e-02
   -1.10336520e-01   1.39562589e-01]
 [  3.47902981e-02  -1.47065715e-01   8.49812098e-02   2.01185978e-01
   -6.27609611e-02  -1.17303725e-02  -9.24813865e-02   3.83495194e-02
    1.23742416e-01  -1.52628693e-01]
 [  7.01965958e-03  -2.20191463e-02   1.59742978e-01  -1.17954566e-01
    2.49108025e-02   1.85543032e-01  -2.71741706e-02   1.14137163e-01
    1.64589644e-01  -4.08642782e-01]
 [  6.40543613e-02  -3.14545947e-01   1.43601218e-01  -4.05386279e-01
    8.19257051e-01  -1.79052537e-01  -2.20969726e-01   2.89583702e-01
    1.94110203e-01  -4.94037781e-01]
 [ -3.18401200e-01  -2.43291117e-01   1.25775916e-01  -1.25838960e-01
    6.81498391e-01  -2.34879442e-01  -2.45877221e-01   2.27479798e-01
    3.87078679e-01  -4.15504095e-01]
 [  1.39474341e-01  -9.38971482e-02  -2.62550513e-02   7.88131385e-02
    4.72457163e-01  -1.99861620e-01  -1.72914903e-01  -3.03677471e-02
    5.62631642e-02  -2.14861129e-01]
 [ -2.95602669e-01  -1.90048470e-01   2.82390985e-01  -1.75756803e-02
   -4.21983507e-02   7.73065334e-02   1.12848880e-01   1.83472976e-01
   -8.22854290e-03  -1.08861816e-01]
 [  1.40027567e-01   2.81807387e-02   2.27184677e-01  -2.08360937e-01
   -7.65280088e-02   1.01651265e-01   1.21107698e-01   1.55328441e-01
    8.32779199e-02  -6.42467877e-02]
 [  1.49106410e-01   1.01771948e-01  -1.08181017e-01  -9.72770378e-02
   -2.40537526e-01   2.07159864e-01   7.74226690e-02  -2.00999303e-01
   -1.14847100e-01   2.98453369e-02]
 [ -1.27914769e-01   1.69524280e-01  -2.37431572e-01  -2.73291589e-02
   -4.68450101e-01   9.29853424e-02   2.05591637e-01   7.24460689e-02
    1.03245826e-02   1.13978788e-01]
 [  4.39017701e-02   9.71724225e-02  -1.31906913e-02   7.34423567e-02
   -1.30757589e-01   1.67409488e-01  -2.85698595e-01  -6.08872893e-02
   -4.07910248e-02  -1.30980447e-01]
 [  2.72699327e-02   1.34488542e-02   1.99748328e-01  -1.44631951e-01
   -1.29361477e-01  -1.93011950e-01   1.38340325e-01  -2.01700876e-01
    1.56934831e-02   1.66116796e-01]
 [  4.85456231e-02   2.62509849e-01   3.73243928e-01   2.24136955e-01
   -3.95251670e-02   4.15640813e-02   1.18806476e-01  -9.08084601e-02
    1.39480493e-01   9.72889216e-03]
 [  4.59447659e-03   2.09953017e-03   6.48646863e-02   5.68098341e-02
   -3.56750799e-02  -1.29007131e-01   6.83815127e-02  -1.32008348e-01
    6.54782469e-02   7.17115817e-02]
 [ -3.84552214e-02   2.17861690e-01   2.72106298e-01  -1.00102755e-01
   -1.32373415e-01  -2.55942990e-02  -1.55741373e-02   8.89567926e-02
   -2.45363661e-01   3.86810124e-02]
 [ -8.80024337e-02   1.84837990e-03   2.07070465e-01  -3.57784322e-02
   -1.35133884e-01  -1.22476850e-01  -1.64750714e-01  -1.37683896e-01
   -2.16709911e-01   2.32073656e-02]
 [  8.87203810e-02  -2.95514532e-01   9.21319066e-02   6.94220812e-02
    4.56174653e-02   1.43600060e-01   1.71378721e-01   3.68708021e-02
   -1.03258945e-01   1.62851491e-01]]
final_inputs_run [[ 1.00304891]
 [ 0.70153851]
 [ 0.69545998]
 ..., 
 [ 0.76632649]
 [ 0.31133175]
 [ 0.1898687 ]]
final_outputs_run [[ 1.00304891]
 [ 0.70153851]
 [ 0.69545998]
 ..., 
 [ 0.76632649]
 [ 0.31133175]
 [ 0.1898687 ]]
Progress: 3.3% ... Training loss: 0.364 ... Validation loss: 0.600[ 0.38523784]
[-0.0641417]
[ 0.0794795]
[ 0.48496355]
[-0.28112807]
[ 0.08452607]
[-0.25165029]
[ 0.84181858]
[-0.69954394]
[ 0.1034814]
[ 0.05783728]
[-0.29100614]
[-0.43537848]
[-0.01192196]
[-0.45763592]
[ 0.02757208]
[ 0.15836154]
[-0.7157741]
[ 0.29261939]
[-0.08383811]
[-0.63580352]
[-0.56573089]
[-1.16922861]
[ 0.0471262]
[-0.26433545]
[-0.043254]
[-0.36102376]
[ 1.19106258]
[ 0.46363411]
[ 0.23302406]
[ 1.46063229]
[ 0.02769333]
[ 0.35677806]
[ 0.30613101]
[ 1.07236178]
[-0.80816052]
[ 0.26191717]
[-0.59803492]
[-0.05948897]
[ 1.0325336]
[-0.79324123]
[ 0.14513314]
[-1.44220611]
[ 0.53399085]
[ 1.71968291]
[-0.22957782]
[-0.93854684]
[-0.58811709]
[ 0.02162804]
[-0.44637687]
[-0.21667848]
[ 0.79702555]
[-0.16357667]
[ 0.19470424]
[ 0.21899714]
[-0.69437095]
[ 0.70744045]
[ 0.10608179]
[-0.02241038]
[-0.76686457]
[-0.30332]
[-0.01271268]
[ 0.32880392]
[ 0.40935052]
[ 1.26012793]
[-0.28729508]
[-0.78834395]
[-0.06100242]
[ 0.20132485]
[ 0.35135487]
[-0.1214908]
[-0.3748468]
[ 1.17969336]
[ 0.55714767]
[-0.13977273]
[-0.78397084]
[ 0.13750789]
[ 0.01204045]
[ 0.19955352]
[ 0.2872679]
[ 1.23858191]
[ 0.36010902]
[ 0.22200027]
[ 0.01583704]
[-0.13017221]
[-0.37503493]
[-0.15861761]
[-0.123858]
[ 0.19511158]
[ 0.11714586]
[ 0.94743034]
[ 0.13229997]
[ 0.09411661]
[-0.06621775]
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[ 0.53802957]
[ 1.00214962]
[ 0.29574567]
[ 0.09109911]
[-0.03851568]
[-0.36819593]
[ 0.12617266]
[ 1.98082544]
[ 0.8401302]
[ 0.77290369]
[-1.08081839]
[-0.0625146]
[ 0.06187488]
[ 0.79346251]
[-0.5541455]
[ 0.72277379]
[-0.47294844]
[-0.38157059]
[ 1.06601149]
[ 1.40755119]
[ 0.25722819]
[ 0.45739441]
[-1.00122346]
[ 0.24335003]
[-0.23614996]
[-0.17570724]
[-0.25963493]
[ 0.69706266]
[ 0.11150558]
[-0.21629901]
[ 0.31883819]
[-0.13068335]
[-0.18228338]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
14             0          0          0          0          0          0   
15             0          0          0          0          0          0   
16             0          0          0          0          0          0   
17             0          0          0          0          0          0   
18             0          0          0          0          0          0   
19             0          0          0          0          0          0   
20             0          0          0          0          0          0   
21             0          0          0          0          0          0   
22             0          0          0          0          0          0   
23             0          0          0          0          0          0   
24             1          0          0          0          0          0   
25             1          0          0          0          0          0   
26             1          0          0          0          0          0   
27             1          0          0          0          0          0   
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15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
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15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
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15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
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    1.94055826e-01  -4.93745834e-01]
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    6.84239557e-01  -2.35327919e-01  -2.46593112e-01   2.28108454e-01
    3.87411194e-01  -4.16779106e-01]
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    4.72688697e-01  -1.99894669e-01  -1.72974869e-01  -3.03211200e-02
    5.62885226e-02  -2.14976359e-01]
 [ -2.95590214e-01  -1.90035339e-01   2.82378907e-01  -1.75646205e-02
   -4.22402841e-02   7.73121286e-02   1.12858290e-01   1.83464702e-01
   -8.23331704e-03  -1.08841939e-01]
 [  1.40278227e-01   2.84735247e-02   2.26894610e-01  -2.08091962e-01
   -7.74147148e-02   1.01802127e-01   1.21336217e-01   1.55128517e-01
    8.31641411e-02  -6.37944020e-02]
 [  1.48961709e-01   1.01604360e-01  -1.08017562e-01  -9.74310188e-02
   -2.39984801e-01   2.07075643e-01   7.72946519e-02  -2.00883107e-01
   -1.14781907e-01   2.95982100e-02]
 [ -1.27650588e-01   1.69877347e-01  -2.37750837e-01  -2.70381488e-02
   -4.69574704e-01   9.31541159e-02   2.05842777e-01   7.22102029e-02
    1.01947029e-02   1.14498472e-01]
 [  4.35428830e-02   9.67687880e-02  -1.28873014e-02   7.31260978e-02
   -1.29357391e-01   1.67243326e-01  -2.85934181e-01  -6.06241920e-02
   -4.06408440e-02  -1.31613961e-01]
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   -1.27219678e-01  -1.93300432e-01   1.37841951e-01  -2.01257548e-01
    1.59217985e-02   1.65275566e-01]
 [  4.76837150e-02   2.61426437e-01   3.74280874e-01   2.23203728e-01
   -3.63845977e-02   4.10483366e-02   1.18029410e-01  -9.00989994e-02
    1.39874078e-01   8.24035037e-03]
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   -3.40698063e-02  -1.29282377e-01   6.79234704e-02  -1.31615859e-01
    6.56817620e-02   7.09428803e-02]
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 [ -8.82120261e-02   1.53189345e-03   2.07308520e-01  -3.59988417e-02
   -1.34052385e-01  -1.22591998e-01  -1.64989242e-01  -1.37468472e-01
   -2.16588363e-01   2.27740442e-02]
 [  8.85960976e-02  -2.95753868e-01   9.23666384e-02   6.91743958e-02
    4.66912534e-02   1.43486350e-01   1.71169731e-01   3.70812528e-02
   -1.03142542e-01   1.62422169e-01]]
final_inputs_run [[ 1.04874264]
 [ 0.75404685]
 [ 0.74707658]
 ..., 
 [ 0.81386095]
 [ 0.35694347]
 [ 0.22677641]]
final_outputs_run [[ 1.04874264]
 [ 0.75404685]
 [ 0.74707658]
 ..., 
 [ 0.81386095]
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Progress: 3.3% ... Training loss: 0.364 ... Validation loss: 0.597[ 0.55084933]
[ 0.95002241]
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features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
0       0        0 -1.334609  0.947345  -1.553844         1         0   
1       0        0 -1.438475  0.895513  -1.553844         1         0   
2       0        0 -1.438475  0.895513  -1.553844         1         0   
3       0        0 -1.334609  0.636351  -1.553844         1         0   
4       0        0 -1.334609  0.636351  -1.553844         1         0   
5       0        0 -1.334609  0.636351  -0.821460         1         0   
6       0        0 -1.438475  0.895513  -1.553844         1         0   
7       0        0 -1.542341  1.206507  -1.553844         1         0   
8       0        0 -1.334609  0.636351  -1.553844         1         0   
9       0        0 -0.919146  0.688184  -1.553844         1         0   
10      0        0 -0.607548  0.688184   0.519881         1         0   
11      0        0 -0.711414  0.947345   0.764282         1         0   
12      0        0 -0.399817  0.740016   0.764282         1         0   
13      0        0 -0.192085  0.480854   0.886073         1         0   
14      0        0 -0.192085  0.480854   0.764282         1         0   
15      0        0 -0.295951  0.740016   0.886073         1         0   
16      0        0 -0.399817  0.999178   0.886073         1         0   
17      0        0 -0.295951  0.999178   0.764282         1         0   
18      0        0 -0.399817  1.310171   0.519881         1         0   
19      0        0 -0.399817  1.310171   0.519881         1         0   
20      0        0 -0.503683  1.258339   0.519881         1         0   
21      0        0 -0.503683  1.258339   0.031898         1         0   
22      0        0 -0.503683  1.621165   0.276298         1         0   
23      0        0 -0.192085  1.310171   0.886073         1         0   
24      0        0 -0.192085  1.310171   0.886073         1         0   
25      0        0 -0.295951  1.621165   0.519881         1         0   
26      0        0 -0.399817  1.932159   0.764282         1         0   
27      0        0 -0.192085  1.621165   0.031898         1         0   
28      0        0 -0.192085  1.621165   0.031898         1         0   
29      0        0 -0.399817  0.740016   0.886073         1         0   
...    ..      ...       ...       ...        ...       ...       ...   
15405   1        0 -0.711414  1.258339   0.519881         0         0   
15406   1        0 -0.711414  1.258339   0.764282         0         0   
15407   1        0 -0.711414  1.258339  -0.211685         0         0   
15408   1        0 -0.607548  0.999178   0.031898         0         0   
15409   1        0 -0.607548  0.999178   0.519881         0         0   
15410   1        0 -0.607548  1.051010   0.519881         0         0   
15411   1        0 -0.399817  0.895513   0.031898         0         0   
15412   1        0 -0.399817  0.740016   0.276298         0         0   
15413   1        0 -0.295951  0.636351   0.276298         0         0   
15414   1        0 -0.088219  0.325357   0.031898         0         0   
15415   1        0 -0.088219  0.325357   0.031898         0         0   
15416   1        0  0.015647  0.221693  -0.456086         0         0   
15417   1        0  0.223378  0.066196   0.031898         0         0   
15418   1        0  0.119512  0.014364  -0.211685         0         0   
15419   1        0  0.015647  0.480854  -0.211685         0         0   
15420   1        0  0.119512  0.273525  -0.211685         0         0   
15421   1        0  0.015647  0.480854   0.276298         0         0   
15422   1        0  0.015647  0.480854  -0.211685         0         0   
15423   1        0  0.015647  0.480854  -0.211685         0         0   
15424   1        0 -0.088219  0.740016  -0.456086         0         0   
15425   1        0 -0.088219  0.740016  -0.821460         0         0   
15426   1        0 -0.088219  0.740016  -0.821460         0         0   
15427   1        0 -0.192085  1.310171  -0.821460         0         0   
15428   1        0 -0.192085  1.310171  -1.553844         0         0   
15429   1        0 -0.192085  1.310171  -1.553844         0         0   
15430   1        0 -0.192085  1.310171  -1.553844         0         0   
15431   1        0 -0.192085  1.310171  -0.699669         0         0   
15432   1        0 -0.192085  1.310171  -0.821460         0         0   
15433   1        0 -0.192085  1.310171  -0.821460         0         0   
15434   1        0 -0.192085  0.999178  -0.699669         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
0             0         0             1    ...          0      0      0   
1             0         0             1    ...          0      0      0   
2             0         0             1    ...          0      0      0   
3             0         0             1    ...          0      0      0   
4             0         0             1    ...          0      0      0   
5             0         0             0    ...          0      0      0   
6             0         0             1    ...          0      0      0   
7             0         0             1    ...          0      0      0   
8             0         0             1    ...          0      0      0   
9             0         0             1    ...          0      0      0   
10            0         0             1    ...          0      0      0   
11            0         0             1    ...          0      0      0   
12            0         0             1    ...          0      0      0   
13            0         0             0    ...          0      0      0   
14            0         0             0    ...          0      0      0   
15            0         0             0    ...          0      0      0   
16            0         0             0    ...          0      0      0   
17            0         0             0    ...          0      0      0   
18            0         0             0    ...          0      0      0   
19            0         0             0    ...          0      0      0   
20            0         0             0    ...          0      0      0   
21            0         0             0    ...          1      0      0   
22            0         0             0    ...          0      1      0   
23            0         0             0    ...          0      0      1   
24            0         0             0    ...          0      0      0   
25            0         0             0    ...          0      0      0   
26            0         0             0    ...          0      0      0   
27            0         0             0    ...          0      0      0   
28            0         0             0    ...          0      0      0   
29            0         0             0    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
15405         0         1             0    ...          0      0      0   
15406         0         1             0    ...          0      0      0   
15407         0         1             0    ...          0      0      0   
15408         0         1             0    ...          0      0      0   
15409         0         1             0    ...          0      0      0   
15410         0         1             1    ...          0      0      0   
15411         0         1             0    ...          0      0      0   
15412         0         1             0    ...          0      0      0   
15413         0         1             0    ...          0      0      0   
15414         0         1             0    ...          0      0      0   
15415         0         1             0    ...          0      0      0   
15416         0         1             0    ...          0      0      0   
15417         0         1             0    ...          0      0      0   
15418         0         1             0    ...          0      0      0   
15419         0         1             0    ...          0      0      0   
15420         0         1             0    ...          0      0      0   
15421         0         1             0    ...          0      0      0   
15422         0         1             0    ...          0      0      0   
15423         0         1             0    ...          0      0      0   
15424         0         1             0    ...          1      0      0   
15425         0         1             0    ...          0      1      0   
15426         0         1             0    ...          0      0      1   
15427         0         1             0    ...          0      0      0   
15428         0         1             0    ...          0      0      0   
15429         0         1             0    ...          0      0      0   
15430         0         1             0    ...          0      0      0   
15431         0         1             0    ...          0      0      0   
15432         0         1             0    ...          0      0      0   
15433         0         1             0    ...          0      0      0   
15434         0         1             1    ...          0      0      0   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
0              0          0          0          0          0          0   
1              0          0          0          0          0          0   
2              0          0          0          0          0          0   
3              0          0          0          0          0          0   
4              0          0          0          0          0          0   
5              0          0          0          0          0          0   
6              0          0          0          0          0          0   
7              0          0          0          0          0          0   
8              0          0          0          0          0          0   
9              0          0          0          0          0          0   
10             0          0          0          0          0          0   
11             0          0          0          0          0          0   
12             0          0          0          0          0          0   
13             0          0          0          0          0          0   
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...          ...        ...        ...        ...        ...        ...   
15405          0          0          1          0          0          0   
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15434          0          0          0          1          0          0   

       weekday_6  
0              1  
1              1  
2              1  
3              1  
4              1  
5              1  
6              1  
7              1  
8              1  
9              1  
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...          ...  
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15431          0  
15432          0  
15433          0  
15434          0  

[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.66859908e-01  -2.16479656e-01   1.49945087e-01  -1.71246443e-01
    3.56644994e-01  -1.25356750e-01  -1.86147565e-01   5.91866138e-02
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   -2.86965724e-01  -5.10035546e-02   3.81510533e-02   9.64522369e-02
    4.39252357e-02   1.05018002e-01]
 [ -1.73587364e-01  -1.23598437e-02  -6.81731187e-02  -5.40843401e-02
    1.87880990e-01   7.13274998e-02  -3.77024336e-02   1.91927415e-01
   -6.90440261e-02   7.30802384e-02]
 [ -1.07478364e-01  -1.13461600e-01  -1.62331792e-02  -9.07352554e-02
   -1.47630422e-01  -8.10777364e-02   2.36904749e-01   1.15232789e-01
    2.11989705e-01  -1.00395819e-02]
 [ -1.14367116e-01   1.10615002e-01  -1.42797356e-01   8.35472263e-02
    1.08709016e-01  -1.14488179e-01  -1.73873725e-01   2.43714659e-02
   -2.46449682e-01   3.79392872e-02]
 [ -1.25708345e-01   8.38883104e-02  -1.68631355e-02  -1.18080144e-01
   -1.57517357e-01  -1.30010189e-02   7.29908408e-02   5.35392825e-02
   -1.89855541e-01   1.81460576e-01]
 [  2.53993822e-01  -2.15545712e-01  -8.67107918e-02   7.76759163e-02
    1.57426457e-01   4.17639423e-02  -5.67738340e-02  -6.09213892e-02
    2.54212577e-01   2.40519337e-02]
 [ -9.79083643e-02   1.41755354e-01  -3.75312802e-02   1.45443305e-02
    1.36007702e-01  -1.02985856e-01  -7.99604144e-03  -2.06041784e-02
    4.95090263e-02   1.21689246e-01]
 [  9.81357066e-02   1.52471958e-01  -2.21220852e-02  -3.33764825e-04
    1.94203189e-02  -3.48979369e-02  -2.46347477e-01   2.45697369e-01
   -1.43115180e-01  -1.26529248e-02]
 [ -3.98699257e-02   2.85503694e-01  -1.01052838e-01   2.58253988e-02
    8.83336447e-02  -5.67298103e-02  -9.15190808e-02  -2.55199768e-01
   -7.73962099e-02  -1.40043931e-01]
 [ -5.42470148e-02   1.58710926e-01  -1.07813853e-01  -2.81461900e-01
   -2.21664047e-01  -3.02758493e-01   4.94683751e-02  -8.92857336e-02
   -8.80855254e-02  -1.45450290e-01]
 [  4.66286649e-02  -9.53083790e-03  -3.43812831e-02  -1.26192105e-01
   -3.15918887e-02  -4.72424029e-02   3.48330788e-02   6.51361616e-02
    8.29385194e-03   5.60393038e-02]
 [ -1.50929483e-01   2.34812687e-02  -1.36398632e-02   1.28714090e-01
   -3.06753891e-01   1.04368880e-01   7.45986094e-02   1.88510758e-01
    1.25029080e-01   4.26424894e-02]
 [ -5.03573220e-02   2.37551725e-01   1.56093634e-01   7.36946837e-02
   -2.10401792e-01   8.97898462e-02   1.70484007e-01  -1.95944731e-01
    1.72667813e-01   7.16967488e-02]
 [  2.08246936e-01  -5.99082894e-02  -2.19445637e-02  -2.06725555e-01
   -4.74159900e-02   1.55965989e-01  -4.30930593e-02  -2.66726442e-02
    1.08139933e-01   8.40473064e-02]
 [  1.99125588e-02   1.14398417e-02  -2.33204854e-01  -2.35016612e-01
    3.12390134e-01  -1.11322206e-01   8.99654139e-02   7.07266544e-02
    2.51508651e-03  -9.20315933e-02]
 [ -1.54066280e-01   9.60756808e-02  -2.24273347e-01   6.17906851e-02
    1.77796626e-01  -6.48148654e-02   5.88106088e-02  -9.58335571e-02
    2.11867326e-01   1.83692407e-01]
 [  9.49960259e-02   1.77248473e-01   4.41503821e-02  -6.97463032e-02
    7.99554779e-02   2.02023288e-01  -6.35057464e-02  -2.09093022e-01
   -8.12875778e-02   1.34601628e-01]
 [ -1.42210866e-02  -3.21647603e-02  -6.04984120e-03  -1.49325944e-01
    1.98880102e-01   2.53461238e-02   3.08361744e-02  -1.28230692e-01
    1.15234015e-01   6.82976032e-02]
 [  1.94864899e-01   8.95241124e-02  -2.71547081e-01  -1.44582735e-01
   -4.98947009e-01   1.98987768e-01   2.18631404e-01  -9.14837514e-02
    2.15276770e-01   2.10912612e-01]
 [  8.08136995e-02   3.33125287e-02  -2.59921637e-01   2.61432313e-01
   -4.44513733e-01   2.76282847e-02   5.86387864e-02   3.66978271e-02
   -1.25734633e-01   3.62233768e-01]
 [  2.61466142e-01   2.79237846e-01  -1.56011481e-01   3.17486336e-01
   -4.69076853e-01   7.84027666e-03   1.46606250e-02   8.66578542e-02
    7.92500682e-02   4.45903815e-01]
 [ -7.65355683e-02   1.80296068e-01  -2.96637275e-01   2.26676506e-01
   -6.04971616e-01  -4.86366453e-02  -5.03509489e-02  -4.37009091e-02
    7.83010132e-02  -4.18637536e-02]
 [  1.98224776e-01   6.89963693e-02  -1.86764464e-01   7.82521565e-03
   -4.86210362e-01  -9.80765927e-03   1.71623750e-01  -8.95295545e-02
   -2.16516413e-01   2.62141894e-01]
 [  2.15311968e-01  -6.58259516e-02  -1.22078171e-01  -2.13445844e-02
   -5.85330065e-01  -2.84437567e-02   2.52716324e-01  -1.58351725e-01
   -1.42663126e-01   2.24074179e-01]
 [  2.92839114e-02   1.56884582e-01  -1.56277643e-01   9.42656382e-02
   -1.93517143e-01   1.04940247e-01   8.75865829e-02   1.11595844e-01
    2.47457385e-01   6.78323415e-02]
 [ -1.72361247e-01  -2.29270268e-01   4.32881350e-03  -2.33380900e-01
    4.20889158e-01  -2.50665730e-02   1.29664616e-01   2.84634153e-02
   -5.01004802e-02  -1.31212464e-01]
 [ -4.25236805e-01  -4.41433865e-01   7.33414193e-02  -1.55070995e-01
    6.28831277e-01  -1.48744019e-01  -2.84180138e-01   2.03782043e-01
   -1.02323198e-01  -4.92729237e-01]
 [  1.47495190e-01   1.87246825e-01   5.44217340e-02  -7.94910857e-02
    1.57968888e-01   3.39885245e-02  -9.89848848e-02  -5.97991373e-02
    9.92755880e-03  -1.17194387e-01]
 [  7.39379156e-02   5.29136411e-02  -2.48882670e-01   1.33749846e-01
    3.94483897e-02  -4.32773446e-02   1.97326098e-01  -1.60526499e-03
   -2.42638713e-02  -1.20934360e-01]
 [  1.53173102e-02   1.64564614e-01   1.62493648e-01  -4.79893263e-02
   -2.08347979e-01  -2.20891618e-02  -2.14271746e-02   8.04364121e-02
   -1.51600670e-01  -4.81501110e-02]
 [  9.25850495e-02  -1.24426165e-02   2.49678295e-02  -1.27496000e-01
    2.57342833e-03   4.16056841e-02  -1.24781266e-01   8.34696527e-02
    3.35277907e-02  -1.03350719e-02]
 [ -1.44540997e-01   1.70559230e-01   1.24198822e-01   4.27934811e-02
    1.43361586e-01  -1.54669522e-01  -1.49267563e-01  -1.39841115e-01
   -7.08515350e-04   1.44810511e-01]
 [  1.65683249e-01   2.27884024e-01   9.99756077e-02   1.17103694e-01
   -4.19163671e-02  -2.60966834e-01  -8.55310661e-02  -8.45492516e-02
   -1.10461108e-01   1.40045206e-01]
 [  3.48233849e-02  -1.46990970e-01   8.50027902e-02   2.01207564e-01
   -6.27577125e-02  -1.17069316e-02  -9.24903211e-02   3.83560282e-02
    1.23747019e-01  -1.52579223e-01]
 [  6.67550139e-03  -2.24614206e-02   1.60169613e-01  -1.18349464e-01
    2.63237597e-02   1.85312097e-01  -2.75175585e-02   1.14448655e-01
    1.64767637e-01  -4.09324736e-01]
 [  6.38749081e-02  -3.14965776e-01   1.43948309e-01  -4.05630647e-01
    8.20300947e-01  -1.79204348e-01  -2.21374551e-01   2.89945038e-01
    1.94334630e-01  -4.94554153e-01]
 [ -3.20111713e-01  -2.45409811e-01   1.27865980e-01  -1.27645352e-01
    6.87885768e-01  -2.35929304e-01  -2.47586109e-01   2.29013318e-01
    3.87928057e-01  -4.18732958e-01]
 [  1.39345197e-01  -9.40505429e-02  -2.60967002e-02   7.86778221e-02
    4.72679318e-01  -1.99929098e-01  -1.73069534e-01  -3.02432778e-02
    5.63357113e-02  -2.15098879e-01]
 [ -2.95576647e-01  -1.90019381e-01   2.82366802e-01  -1.75510296e-02
   -4.22929747e-02   7.73199485e-02   1.12869777e-01   1.83453919e-01
   -8.23920987e-03  -1.08819799e-01]
 [  1.40403776e-01   2.86218658e-02   2.26757143e-01  -2.07969556e-01
   -7.78992355e-02   1.01873779e-01   1.21443318e-01   1.55028537e-01
    8.31087719e-02  -6.35712849e-02]
 [  1.49406757e-01   1.02185475e-01  -1.08573583e-01  -9.69613862e-02
   -2.41893544e-01   2.07367764e-01   7.77254544e-02  -2.01281666e-01
   -1.14996454e-01   3.04747636e-02]
 [ -1.27197203e-01   1.70501425e-01  -2.38328411e-01  -2.65354942e-02
   -4.71565360e-01   9.34387414e-02   2.06290418e-01   7.17883308e-02
    9.95972176e-03   1.15426252e-01]
 [  4.35335849e-02   9.67916455e-02  -1.29414617e-02   7.31747703e-02
   -1.29366890e-01   1.67240694e-01  -2.85928989e-01  -6.06314500e-02
   -4.06349590e-02  -1.31688235e-01]
 [  2.62828165e-02   1.20721224e-02   2.01009856e-01  -1.45721594e-01
   -1.25328353e-01  -1.93643397e-01   1.37273136e-01  -2.00708083e-01
    1.62309592e-02   1.64183182e-01]
 [  4.87859222e-02   2.62759549e-01   3.73055981e-01   2.24343334e-01
   -4.07016322e-02   4.17127222e-02   1.18995417e-01  -9.10311098e-02
    1.39362944e-01   1.02530091e-02]
 [  3.75912317e-03   1.14231827e-03   6.58898082e-02   5.60134820e-02
   -3.31579087e-02  -1.29547106e-01   6.75627834e-02  -1.31283905e-01
    6.58771462e-02   7.02846954e-02]
 [ -3.64476413e-02   2.20338333e-01   2.69771676e-01  -9.80920179e-02
   -1.39778091e-01  -2.44108440e-02  -1.37785481e-02   8.73117512e-02
   -2.46276845e-01   4.23819927e-02]
 [ -8.83730993e-02   1.29903634e-03   2.07545687e-01  -3.62182334e-02
   -1.33331176e-01  -1.22709331e-01  -1.65112507e-01  -1.37301486e-01
   -2.16488000e-01   2.25218892e-02]
 [  8.92536982e-02  -2.94921090e-01   9.15940183e-02   6.98917021e-02
    4.40066751e-02   1.43867263e-01   1.71712753e-01   3.65525787e-02
   -1.03441724e-01   1.63609710e-01]]
final_inputs_run [[-1.42770506]
 [-1.47012826]
 [-1.52443021]
 ..., 
 [-0.31339253]
 [-0.01416835]
 [ 0.52329453]]
final_outputs_run [[-1.42770506]
 [-1.47012826]
 [-1.52443021]
 ..., 
 [-0.31339253]
 [-0.01416835]
 [ 0.52329453]]
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
15435   1        0  0.015647  0.740016  -0.211685         0         0   
15436   1        0  0.223378 -0.141133   0.764282         0         0   
15437   1        0  0.327244 -0.555792   0.886073         0         0   
15438   1        0  0.223378 -0.555792   0.031898         0         0   
15439   1        0  0.223378 -0.348463   0.276298         0         0   
15440   1        0  0.327244 -0.711289  -1.553844         0         0   
15441   1        0  0.534976 -1.177780  -0.211685         0         0   
15442   1        0  0.534976 -1.177780  -0.211685         0         0   
15443   1        0  0.534976 -1.177780   0.276298         0         0   
15444   1        0  0.431110 -1.022283   0.276298         0         0   
15445   1        0  0.327244 -0.711289  -0.211685         0         0   
15446   1        0  0.327244 -0.866786   3.204199         0         0   
15447   1        0  0.119512 -0.763121   2.471815         0         0   
15448   1        0  0.015647 -0.607624   1.374057         0         0   
15449   1        0 -0.192085 -0.400295   0.886073         0         0   
15450   1        0 -0.295951 -0.244798   0.031898         0         0   
15451   1        0 -0.295951 -0.607624  -0.456086         0         0   
15452   1        0 -0.295951 -0.814953   0.031898         0         0   
15453   1        0 -0.399817 -0.659457  -0.456086         0         0   
15454   1        0 -0.399817 -0.814953   0.886073         0         0   
15455   1        0 -0.503683 -0.659457   0.519881         0         0   
15456   1        0 -0.711414 -0.659457  -0.211685         0         0   
15457   1        0 -0.711414 -0.659457  -0.211685         0         0   
15458   1        0 -0.711414 -0.659457   0.519881         0         0   
15459   1        0 -0.607548 -0.866786   1.618457         0         0   
15460   1        0 -0.503683 -1.022283   1.618457         0         0   
15461   1        0 -0.295951 -1.125947   1.374057         0         0   
15462   1        0 -0.192085 -1.385109  -1.553844         0         0   
15463   1        0 -0.192085 -1.385109  -1.553844         0         0   
15464   1        0  0.015647 -1.644271  -0.699669         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
16845   1        0 -0.711414  1.569333  -0.211685         0         0   
16846   1        0 -0.711414  1.569333  -0.456086         0         0   
16847   1        0 -0.711414  1.569333  -0.821460         0         0   
16848   1        0 -0.607548  1.621165  -0.821460         0         0   
16849   1        0 -0.711414  1.932159  -0.821460         0         0   
16850   1        0 -0.711414  1.932159  -0.699669         0         0   
16851   1        0 -0.711414  1.569333  -0.699669         0         0   
16852   1        0 -0.711414  1.932159  -0.821460         0         0   
16853   1        0 -0.711414  1.932159  -0.821460         0         0   
16854   1        0 -0.711414  1.932159  -1.553844         0         0   
16855   1        0 -0.607548  1.621165  -0.699669         0         0   
16856   1        0 -0.607548  1.621165  -0.699669         0         0   
16857   1        0 -0.607548  1.621165  -0.699669         0         0   
16858   1        0 -0.607548  1.621165  -0.699669         0         0   
16859   1        0 -0.607548  1.621165  -0.211685         0         0   
16860   1        0 -0.607548  1.621165   0.519881         0         0   
16861   1        0 -0.399817  1.932159   0.519881         0         0   
16862   1        0 -0.399817  1.932159   0.276298         0         0   
16863   1        0 -0.295951  1.621165   0.276298         0         0   
16864   1        0 -0.192085  1.621165   0.276298         0         0   
16865   1        0 -0.295951  1.932159   0.276298         0         0   
16866   1        0 -0.295951  1.932159   0.276298         0         0   
16867   1        0  0.015647  1.621165   0.276298         0         0   
16868   1        0  0.015647  1.258339  -0.211685         0         0   
16869   1        0  0.015647  1.310171  -0.699669         0         0   
16870   1        0 -0.088219  0.999178   0.764282         0         0   
16871   1        0 -0.192085  1.310171   0.764282         0         0   
16872   1        0  0.119512  0.740016   0.764282         0         0   
16873   1        0 -0.192085  1.310171   0.519881         0         0   
16874   1        0 -0.192085  1.621165   0.031898         0         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
15435         0         1             1    ...          0      0      0   
15436         0         1             1    ...          0      0      0   
15437         0         1             1    ...          0      0      0   
15438         0         1             1    ...          0      0      0   
15439         0         1             1    ...          0      0      0   
15440         0         1             1    ...          0      0      0   
15441         0         1             1    ...          0      0      0   
15442         0         1             1    ...          0      0      0   
15443         0         1             1    ...          0      0      0   
15444         0         1             1    ...          0      0      0   
15445         0         1             0    ...          0      0      0   
15446         0         1             0    ...          0      0      0   
15447         0         1             1    ...          0      0      0   
15448         0         1             1    ...          1      0      0   
15449         0         1             1    ...          0      1      0   
15450         0         1             1    ...          0      0      1   
15451         0         1             1    ...          0      0      0   
15452         0         1             1    ...          0      0      0   
15453         0         1             1    ...          0      0      0   
15454         0         1             1    ...          0      0      0   
15455         0         1             1    ...          0      0      0   
15456         0         1             1    ...          0      0      0   
15457         0         1             1    ...          0      0      0   
15458         0         1             1    ...          0      0      0   
15459         0         1             1    ...          0      0      0   
15460         0         1             1    ...          0      0      0   
15461         0         1             1    ...          0      0      0   
15462         0         1             1    ...          0      0      0   
15463         0         1             1    ...          0      0      0   
15464         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
16845         0         1             0    ...          0      0      0   
16846         0         1             0    ...          0      0      0   
16847         0         1             0    ...          0      0      0   
16848         0         1             0    ...          0      0      0   
16849         0         1             0    ...          0      0      0   
16850         0         1             0    ...          1      0      0   
16851         0         1             0    ...          0      1      0   
16852         0         1             0    ...          0      0      1   
16853         0         1             0    ...          0      0      0   
16854         0         1             0    ...          0      0      0   
16855         0         1             0    ...          0      0      0   
16856         0         1             0    ...          0      0      0   
16857         0         1             0    ...          0      0      0   
16858         0         1             0    ...          0      0      0   
16859         0         1             0    ...          0      0      0   
16860         0         1             0    ...          0      0      0   
16861         0         1             0    ...          0      0      0   
16862         0         1             0    ...          0      0      0   
16863         0         1             0    ...          0      0      0   
16864         0         1             0    ...          0      0      0   
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final_outputs_run [[ 1.00302902]
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Progress: 3.3% ... Training loss: 0.363 ... Validation loss: 0.596[ 0.03081734]
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[ 0.66780433]
[-0.47884633]
[-0.68803864]
[ 0.3282719]
[ 0.25832208]
[-0.28010864]
[ 0.08530177]
[ 0.25862891]
[-0.16255451]
[ 1.04309775]
[-0.70313103]
[-0.25623282]
[ 0.16245091]
[-0.71681653]
[-0.59236821]
[-0.23996098]
[-0.55063559]
[-0.85286372]
[-0.36979045]
[-0.17823209]
[-0.1576663]
[-0.37303233]
[ 0.10329369]
[-0.19837769]
[-0.88772618]
[ 0.73919738]
[ 0.43464805]
[-0.05960255]
[ 0.14667538]
[-0.6839669]
[-0.20318197]
[-0.73484393]
[ 2.17435449]
[-0.50659709]
[-0.07396731]
[ 1.70651224]
[-0.38484153]
[ 0.12424484]
[-0.22983947]
[-0.44230444]
[ 0.28652509]
In [14]:
plt.plot(losses['train'], label='Training loss')
plt.plot(losses['validation'], label='Validation loss')
plt.legend()
_ = plt.ylim()

Check out your predictions

Here, use the test data to view how well your network is modeling the data. If something is completely wrong here, make sure each step in your network is implemented correctly.

In [15]:
fig, ax = plt.subplots(figsize=(8,4))

mean, std = scaled_features['cnt']
predictions = network.run(test_features).T*std + mean
ax.plot(predictions[0], label='Prediction')
ax.plot((test_targets['cnt']*std + mean).values, label='Data')
ax.set_xlim(right=len(predictions))
ax.legend()

dates = pd.to_datetime(rides.ix[test_data.index]['dteday'])
dates = dates.apply(lambda d: d.strftime('%b %d'))
ax.set_xticks(np.arange(len(dates))[12::24])
_ = ax.set_xticklabels(dates[12::24], rotation=45)
features        yr  holiday      temp       hum  windspeed  season_1  season_2  \
16875   1        0  0.015647  0.999178   0.276298         0         0   
16876   1        0 -0.192085  1.310171   0.519881         0         0   
16877   1        0 -0.192085  0.740016   2.228232         0         0   
16878   1        0 -0.399817  0.429022   2.106440         0         0   
16879   1        0 -0.503683  0.169861   1.130474         0         0   
16880   1        0 -0.711414  0.688184   0.764282         0         0   
16881   1        0 -0.815280  0.688184   0.764282         0         0   
16882   1        0 -0.815280  0.429022   1.130474         0         0   
16883   1        0 -0.815280  0.429022   0.886073         0         0   
16884   1        0 -0.815280  0.169861   1.862040         0         0   
16885   1        0 -0.815280 -0.089301   0.886073         0         0   
16886   1        0 -0.815280 -0.089301   1.618457         0         0   
16887   1        0 -0.711414 -0.296630   1.130474         0         0   
16888   1        0 -0.711414 -0.503960   1.374057         0         0   
16889   1        0 -0.711414 -0.503960   2.106440         0         0   
16890   1        0 -0.607548 -0.659457   0.276298         0         0   
16891   1        0 -0.607548 -0.659457   0.276298         0         0   
16892   1        0 -0.607548 -0.659457   0.276298         0         0   
16893   1        0 -0.607548 -0.659457   0.276298         0         0   
16894   1        0 -0.919146 -0.503960   0.276298         0         0   
16895   1        0 -0.919146 -0.503960   0.276298         0         0   
16896   1        0 -0.919146 -0.503960   0.276298         0         0   
16897   1        0 -0.919146 -0.503960   0.276298         0         0   
16898   1        0 -0.919146 -0.503960   0.031898         0         0   
16899   1        0 -1.023012 -0.348463   0.276298         0         0   
16900   1        0 -1.023012 -0.555792   0.276298         0         0   
16901   1        0 -1.023012 -0.555792  -0.211685         0         0   
16902   1        0 -1.126878 -0.089301   0.276298         0         0   
16903   1        0 -1.126878 -0.348463  -0.211685         0         0   
16904   1        0 -1.230743 -0.141133  -0.456086         0         0   
...    ..      ...       ...       ...        ...       ...       ...   
17349   1        0 -1.334609 -0.970450   0.886073         1         0   
17350   1        0 -0.815280 -0.089301  -1.553844         1         0   
17351   1        0 -1.438475 -0.814953   1.130474         1         0   
17352   1        0 -1.542341 -0.607624  -0.211685         1         0   
17353   1        0 -1.542341 -0.400295   0.031898         1         0   
17354   1        0 -1.542341 -0.607624   0.276298         1         0   
17355   1        0 -1.646207 -0.400295   0.031898         1         0   
17356   1        0 -1.646207 -0.400295   0.031898         1         0   
17357   1        0 -1.750072 -0.192966  -0.211685         1         0   
17358   1        0 -1.750072 -0.192966  -0.699669         1         0   
17359   1        0 -1.853938  0.325357  -0.699669         1         0   
17360   1        0 -1.750072  0.066196   0.031898         1         0   
17361   1        0 -1.750072  0.066196  -0.211685         1         0   
17362   1        0 -1.750072  0.066196  -0.456086         1         0   
17363   1        0 -1.853938  0.325357  -0.456086         1         0   
17364   1        0 -1.646207  0.066196  -0.699669         1         0   
17365   1        0 -1.542341  0.325357  -0.456086         1         0   
17366   1        0 -1.438475 -0.141133   0.031898         1         0   
17367   1        0 -1.334609 -0.348463   0.031898         1         0   
17368   1        0 -1.230743 -0.970450  -0.211685         1         0   
17369   1        0 -1.126878 -0.918618   0.276298         1         0   
17370   1        0 -1.126878 -0.918618  -0.456086         1         0   
17371   1        0 -1.230743 -0.763121   0.031898         1         0   
17372   1        0 -1.230743 -0.763121  -0.821460         1         0   
17373   1        0 -1.230743 -0.763121  -0.456086         1         0   
17374   1        0 -1.230743 -0.141133  -0.211685         1         0   
17375   1        0 -1.230743 -0.141133  -0.211685         1         0   
17376   1        0 -1.230743 -0.141133  -0.211685         1         0   
17377   1        0 -1.230743 -0.348463  -0.456086         1         0   
17378   1        0 -1.230743  0.118028  -0.456086         1         0   

       season_3  season_4  weathersit_1    ...      hr_21  hr_22  hr_23  \
16875         0         1             0    ...          0      1      0   
16876         0         1             1    ...          0      0      1   
16877         0         1             0    ...          0      0      0   
16878         0         1             1    ...          0      0      0   
16879         0         1             0    ...          0      0      0   
16880         0         1             0    ...          0      0      0   
16881         0         1             0    ...          0      0      0   
16882         0         1             0    ...          0      0      0   
16883         0         1             0    ...          0      0      0   
16884         0         1             1    ...          0      0      0   
16885         0         1             0    ...          0      0      0   
16886         0         1             1    ...          0      0      0   
16887         0         1             1    ...          0      0      0   
16888         0         1             0    ...          0      0      0   
16889         0         1             0    ...          0      0      0   
16890         0         1             0    ...          0      0      0   
16891         0         1             0    ...          0      0      0   
16892         0         1             0    ...          0      0      0   
16893         0         1             0    ...          0      0      0   
16894         0         1             1    ...          0      0      0   
16895         0         1             1    ...          0      0      0   
16896         0         1             1    ...          0      0      0   
16897         0         1             1    ...          0      0      0   
16898         0         1             1    ...          1      0      0   
16899         0         1             1    ...          0      1      0   
16900         0         1             1    ...          0      0      1   
16901         0         1             1    ...          0      0      0   
16902         0         1             1    ...          0      0      0   
16903         0         1             1    ...          0      0      0   
16904         0         1             1    ...          0      0      0   
...         ...       ...           ...    ...        ...    ...    ...   
17349         0         0             0    ...          0      0      0   
17350         0         0             1    ...          0      0      0   
17351         0         0             1    ...          0      0      0   
17352         0         0             1    ...          1      0      0   
17353         0         0             1    ...          0      1      0   
17354         0         0             1    ...          0      0      1   
17355         0         0             1    ...          0      0      0   
17356         0         0             1    ...          0      0      0   
17357         0         0             1    ...          0      0      0   
17358         0         0             1    ...          0      0      0   
17359         0         0             1    ...          0      0      0   
17360         0         0             1    ...          0      0      0   
17361         0         0             1    ...          0      0      0   
17362         0         0             1    ...          0      0      0   
17363         0         0             1    ...          0      0      0   
17364         0         0             0    ...          0      0      0   
17365         0         0             0    ...          0      0      0   
17366         0         0             0    ...          0      0      0   
17367         0         0             0    ...          0      0      0   
17368         0         0             0    ...          0      0      0   
17369         0         0             0    ...          0      0      0   
17370         0         0             0    ...          0      0      0   
17371         0         0             0    ...          0      0      0   
17372         0         0             0    ...          0      0      0   
17373         0         0             0    ...          0      0      0   
17374         0         0             0    ...          0      0      0   
17375         0         0             0    ...          0      0      0   
17376         0         0             1    ...          1      0      0   
17377         0         0             1    ...          0      1      0   
17378         0         0             1    ...          0      0      1   

       weekday_0  weekday_1  weekday_2  weekday_3  weekday_4  weekday_5  \
16875          0          1          0          0          0          0   
16876          0          1          0          0          0          0   
16877          0          0          1          0          0          0   
16878          0          0          1          0          0          0   
16879          0          0          1          0          0          0   
16880          0          0          1          0          0          0   
16881          0          0          1          0          0          0   
16882          0          0          1          0          0          0   
16883          0          0          1          0          0          0   
16884          0          0          1          0          0          0   
16885          0          0          1          0          0          0   
16886          0          0          1          0          0          0   
16887          0          0          1          0          0          0   
16888          0          0          1          0          0          0   
16889          0          0          1          0          0          0   
16890          0          0          1          0          0          0   
16891          0          0          1          0          0          0   
16892          0          0          1          0          0          0   
16893          0          0          1          0          0          0   
16894          0          0          1          0          0          0   
16895          0          0          1          0          0          0   
16896          0          0          1          0          0          0   
16897          0          0          1          0          0          0   
16898          0          0          1          0          0          0   
16899          0          0          1          0          0          0   
16900          0          0          1          0          0          0   
16901          0          0          0          1          0          0   
16902          0          0          0          1          0          0   
16903          0          0          0          1          0          0   
16904          0          0          0          1          0          0   
...          ...        ...        ...        ...        ...        ...   
17349          1          0          0          0          0          0   
17350          1          0          0          0          0          0   
17351          1          0          0          0          0          0   
17352          1          0          0          0          0          0   
17353          1          0          0          0          0          0   
17354          1          0          0          0          0          0   
17355          0          1          0          0          0          0   
17356          0          1          0          0          0          0   
17357          0          1          0          0          0          0   
17358          0          1          0          0          0          0   
17359          0          1          0          0          0          0   
17360          0          1          0          0          0          0   
17361          0          1          0          0          0          0   
17362          0          1          0          0          0          0   
17363          0          1          0          0          0          0   
17364          0          1          0          0          0          0   
17365          0          1          0          0          0          0   
17366          0          1          0          0          0          0   
17367          0          1          0          0          0          0   
17368          0          1          0          0          0          0   
17369          0          1          0          0          0          0   
17370          0          1          0          0          0          0   
17371          0          1          0          0          0          0   
17372          0          1          0          0          0          0   
17373          0          1          0          0          0          0   
17374          0          1          0          0          0          0   
17375          0          1          0          0          0          0   
17376          0          1          0          0          0          0   
17377          0          1          0          0          0          0   
17378          0          1          0          0          0          0   

       weekday_6  
16875          0  
16876          0  
16877          0  
16878          0  
16879          0  
16880          0  
16881          0  
16882          0  
16883          0  
16884          0  
16885          0  
16886          0  
16887          0  
16888          0  
16889          0  
16890          0  
16891          0  
16892          0  
16893          0  
16894          0  
16895          0  
16896          0  
16897          0  
16898          0  
16899          0  
16900          0  
16901          0  
16902          0  
16903          0  
16904          0  
...          ...  
17349          0  
17350          0  
17351          0  
17352          0  
17353          0  
17354          0  
17355          0  
17356          0  
17357          0  
17358          0  
17359          0  
17360          0  
17361          0  
17362          0  
17363          0  
17364          0  
17365          0  
17366          0  
17367          0  
17368          0  
17369          0  
17370          0  
17371          0  
17372          0  
17373          0  
17374          0  
17375          0  
17376          0  
17377          0  
17378          0  

[504 rows x 56 columns]
self.weights_input_to_hidden [[ -1.79689784e-02  -2.20584289e-01  -5.92934416e-01  -5.01094294e-02
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 [ 0.19521374]
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 [-0.5776982 ]
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 [-0.02952841]
 [ 1.3494129 ]
 [ 1.29177476]
 [ 0.62445726]
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 [-0.96212316]
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 [ 0.59147576]
 [ 1.64012981]
 [ 0.03764144]
 [-0.51771223]
 [-0.50138433]
 [-0.32207984]
 [-0.30775397]
 [-0.37964778]
 [-0.2974994 ]
 [ 0.00561609]
 [ 1.40661857]
 [ 1.30590269]
 [ 0.52556076]
 [ 0.04207467]
 [-0.17554539]
 [-0.41341761]
 [-0.61575001]]

OPTIONAL: Thinking about your results(this question will not be evaluated in the rubric).

Answer these questions about your results. How well does the model predict the data? Where does it fail? Why does it fail where it does?

Note: You can edit the text in this cell by double clicking on it. When you want to render the text, press control + enter

Your answer below

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